7th 8th syll with objectivesa21.11.09acm

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R.V. COLLEGE OF ENGINEERING, BANGALORE-59 (Autonomous Institution under VTU, Belgaum) Department of Instrumentation Technology VII Semester ADVANCED PROCESS CONTROL AND AUTOMATION TECHNOLOGY AND LAB Sub Code: 07IT71 CIE Marks: 100 Hrs/Week: 3+1+3 Hrs Exam Hours: 03 Hrs Credits: 5 SEE Marks: 100+50 Objective: To understand the hardware & software programming aspects of different automation systems and their applications, PLC instructions & Programming, and introduction to SCADA, DCS, & Instrumentation Buses required for Automation. A course on “Basic Microprocessors” and “process control” are the pre-requisites for this course. Part A Introduction: Introduction to Automation, types & applications of Automation to process control, Introduction to Programmable Logic Controllers, PLC operation, Binary Data Representation, The input and output status files, Sixteen point I/O modules, PLC memory. 07 Hrs Ladder Logic & I/O Modules: Introduction to Logic, Conventional Ladder v/s PLC ladder diagrams, series and parallel functions of OR, AND, NOT, XOR logic, Analysis of rungs. Input modules: Discrete input modules, Discrete AC and DC input modules. Output Modules: Discrete output modules, solid state output module switching, relay output modules. 04 Hrs Relay Instructions & Interfacing: The basic relay instructions, Normally Open and Normally Closed instructions, Output latching instructions, Understanding Relay instructions and the programmable controller input modules- interfacing start/stop Pushbutton and Motor to PLC. 05 Hrs Part B Special PLC Instructions: Timer and Counter Instructions: On delay and Off delay and retentive timer instructions, PLC Counter up and down instructions, combining counters and timers. Comparison and data Handling instructions : Data handling instructions, Sequencer instructions, Programming sequence output instructions. 06 Hrs Industrial Applications of PLCs: Temperature control, Valve Sequencing, Conveyor Belt control, Control of a process, Problems. 04 Hrs Computers in Process Control: Data Logging, Supervisory Control, and Computer Based Controller, Controller Software: Software Format, Input Data operations, Controller Modes, Computer Controller Examples. 06 Hrs Part C Introduction to SCADA & DCS: Introduction to supervisory control and data acquisition (SCADA). Distributed control system (DCS), Evolution of digital controllers, computer network, interconnection of networks. 05 Hrs

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Page 1: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

ADVANCED PROCESS CONTROL AND AUTOMATION TECHNOLOGY AND LAB

Sub Code: 07IT71 CIE Marks: 100 Hrs/Week: 3+1+3 Hrs Exam Hours: 03 Hrs

Credits: 5 SEE Marks: 100+50 Objective: To understand the hardware & software programming aspects of different automation systems

and their applications, PLC instructions & Programming, and introduction to SCADA, DCS, &

Instrumentation Buses required for Automation. A course on “Basic Microprocessors” and “process

control” are the pre-requisites for this course.

Part A

Introduction: Introduction to Automation, types & applications of Automation to process control,

Introduction to Programmable Logic Controllers, PLC operation, Binary Data Representation, The input

and output status files, Sixteen point I/O modules, PLC memory. 07 Hrs

Ladder Logic & I/O Modules: Introduction to Logic, Conventional Ladder v/s PLC ladder diagrams,

series and parallel functions of OR, AND, NOT, XOR logic, Analysis of rungs. Input modules: Discrete

input modules, Discrete AC and DC input modules. Output Modules: Discrete output modules, solid state output module switching, relay output modules. 04 Hrs

Relay Instructions & Interfacing: The basic relay instructions, Normally Open and Normally Closed instructions, Output latching instructions, Understanding Relay instructions and the programmable

controller input modules- interfacing start/stop Pushbutton and Motor to PLC. 05 Hrs

Part B

Special PLC Instructions: Timer and Counter Instructions: On delay and Off delay and retentive timer instructions, PLC Counter up and down instructions, combining counters and timers. Comparison and

data

Handling instructions: Data handling instructions, Sequencer instructions, Programming sequence output instructions. 06 Hrs

Industrial Applications of PLCs: Temperature control, Valve Sequencing, Conveyor Belt control,

Control of a process, Problems. 04 Hrs

Computers in Process Control: Data Logging, Supervisory Control, and Computer Based Controller,

Controller Software: Software Format, Input Data operations, Controller Modes, Computer Controller Examples. 06 Hrs

Part C

Introduction to SCADA & DCS: Introduction to supervisory control and data acquisition (SCADA).

Distributed control system (DCS), Evolution of digital controllers, computer network, interconnection of networks. 05 Hrs

Page 2: 7th 8th Syll With Objectivesa21.11.09acm

Automation Bus Standards: Different BUS configurations used for industrial automation - RS485,

CANBUS & its features, HART, OLE protocol, Industrial field bus, FIP (Factory Instrumentation protocol), PROFIBUS (Process field bus). 05 Hrs

Part D

Practical Lab

Experiments will be designed on the following topics:

1. Tuning of the Flow control, Temperature and Level control process loops. 2. Simulation of Bottle-filling process, Automatic Drilling Process and Elevator using PLC.

Simulate using PLC. The logic should be solved using Ladder diagram technique.

3. Design of electronic temperature Indicator using AD590, Thermistor and Thermocouple. 4. Design of electronic strain Indicator.

5. Simulation of the Indication & Annunciation of Temperature measurement process and check

the input temperature within the given range and set alarms, using Virtual Instrumentation

graphical programming. 6. Simulation of the Indication & alarm Annunciation of Level measurement process, to check the

Level of water within the given range and to display the Level at different instances of time &

set alarms, using Virtual Instrumentation graphical programming.

Reference Books:

1. Garry Dunning, “Introduction to Programmable Logic Controllers” - CENGAGE Learning, 3

rd

edition, 2009.

2. Curtis D Johnson, “Process Control Instrumentation Technology” - PHI, 8th edn, 2008.

3. Chidambaram M., “Computer control of processes” - Narosa publishing, 2nd

edn, 2006. 4. Krishna Kant, “Computer Based Industrial control” - PHI, 2

nd edn, 2006.

5. Bolton W., “Industrial Control and Instrumentation” - Universities Press, 4th edn, 2008.

Scheme of Semester End Examination:

Answer two questions out of three from Part A , two questions out of three from Part B and one question out of two from Part C in the theory exam. And one experiment from Part D needs to be conducted during

the lab exam.

Outcome of the Course:-

1. Importance of automation in process control, Basics of PLC organization, I/O modules of PLCs,

becomes proficient in ladder programming, PLC instructions, & programming for a few industrial applications, understands how to develop software for computers based controllers,

gets introduced to SCADA & DCS technologies & Standard Instrumentation Buses.

2. In the associated lab course, Tuning of PC-based PID-Controllers for effective control of

(Temperature, flow & Level) processes, applications of PLCs, Techniques of signal conditioning, Calibation of designed electronic instruments, and generation of instrument

specifications, as well as Virtual Instrumentation application to simulate simple processes using

LabVIEW s/w.

Page 3: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

DATA COMMUNICATION NETWORKS

Sub Code: 07IT72 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: To provide a knowledge base for understanding the concepts of Data flow in the network by

introducing various layers of Computer Networks and protocols defined for different layers, and also the

concepts on Networking, Internet & Network security; Comprehensive skills and set a career in

networking domain for Industries/Companies.

Part A

Introduction: Data Communications, Networks, The Internet, Protocols and Standards, Layered tasks,

OSI model, Layers in the OSI model, TCP/IP protocol suite, Comparison of reference models 6 Hrs

The Physical Layer: Transmission impairments, Data rate limits, Performance, Multiplexing: FDM,

WDM, And TDM, Guided media: Twisted-pair cable, Coaxial cable, Fiber-Optic cable, Circuit

switching, Packet switching. 8 Hrs

The Medium Access Control (MAC) Sublayer: ALOHA, Carrier Sense Multiple Access (CSMA)

protocols, Ethernet: Ethernet cabling, Manchester encoding, Ethernet MAC sublayer protocol, Binary

exponential Backoff algorithm, Ethernet performance, Switched Ethernet. Fast Ethernet, Gigabit Ethernet

6 Hrs

Part B

The Data Link Layer: Data link layer design issues, Error detection and Correction, Elementary Data

Link Protocols, Sliding Window Protocols, Protocol Verification 6 Hrs

The Network Layer: Network Layer Design Issues, Routing Algorithms: Optimality principle, Shortest

path routing, Flooding, Distance vector routing, Link state routing, Hierarchical routing, General principles of congestion control, Prevention policies, QoS requirements, Techniques for achieving good

Qos, Network layer in the Internet: IP protocol, IP address, IPv6. 8 Hrs

Network Security: Introduction to Cryptography, Ciphers, one time pad, fundamental principles, Symmetric-Key algorithms: DES, AES, cipher modes, other ciphers. Communication security: IPsec,

firewalls. Authentication protocols, E-mail security. 6 Hrs

Part C

The Transport Layer: Transport service primitives, Berkely sockets, Socket programming, Elements of

Transport protocols, Internet Transport Protocols: UDP and TCP: Service model, protocol, Segment

header, connection establishment, connection release, connection management, Transmission policy,

congestion control, Timer management. 6 Hrs

The Application Layer: Domain name space, resource records, name servers, Electronic mail:

Architecture and services, user agent, Message formats, message transfer, final delivery. World Wide

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Web (WWW): Architecture, Static and Dynamic web documents, HTTP. 6 Hrs

Reference Books:

1. Andrews S. Tanenbaum, “Computer Networks”, 4th Edition, Pearson Education 2003

2. Behrouz A Forouzan. “Data Communications and Networking”, 4th Edition, Tata McGraw-Hill

2006

3. W Stallings, “Data and Computer Communications”, 8th Edition, Pearson Education 2007

4. Wayne Tomasi, “Introduction to Data Communications and Networking”, Pearson Education

2005

Scheme of Semester End Examination:

Answer two questions out of three from Part A , two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

To demonstrate the applications of Data Communication Networks and to analyze, design, implement and

experimentally validate the exchange of Information between various networks

Page 5: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

REAL TIME SYSTEMS AND APPLICATIONS AND LAB

Sub Code: 07IT73 CIE Marks: 100 Hrs/Week: 3+1+1 Hrs Exam Hours: 03 Hrs

Credits: 5 SEE Marks: 100+50 Objective: The student understands the basic concepts of operating system, Real Time system, Real

Time operating system associated with embedded system and also they understand the software and

hardware design issues involved in the development of embedded system.

Part A

Basic Real-Time Concepts: Basic computer Architecture-Bus Transfer Mechanism, Input and Output, Memory, CPU Operation: some Terminology-software concepts, system concepts, Real-Time

Definitions, Events and Determinism, Synchronous and Asynchronous Events, Determinism, Time-

Loading; Real-Time Design issues, Hardware. 03 Hrs

Real-Time specification and Design Techniques: Natural Languages: mathematical specification, Flow

charts; structure charts; Pseudo code and Programming Design Languages; Finite state Automata; Data

Flow Diagrams –DeMarco’s Rules, Hately and Pribhai’s extensions; Petri Nets; Warnier-orr Notation- Indexed Loop;Statecharts-Depth,Orthogonality, Broadcast Communication; sanity in using Graphical

Techniques. 07 Hrs

Real-Time Kernels: Polled Loop System-Polled Loop with interrupts; Phase/state-Driven code;

coroutines; Interrupt-Driven Systems –context switching, Round-Robin Systems, Preemptive Priority

Systems, Major and Minor cycles, Hybrid systems; Foreground-Background Systems-Background

Processing, Initialization, Real-Time operation; Full-Featured Real Time operating Systems – Task – Control Block Model; Build or Buy POSIX. 06 Hrs

Part B

Intertask communication and Synchronization: Buffering Data –Time-Relative Buffering, Ring Buffers; Mailboxes- Mailbox Implementation, other operations on Mailboxes, Queues; Critical Regions;

Mailboxes and semaphores, Counting Semaphores, problems with semaphores, The Test and set

Instruction; Event Flags and Signals; Deadlock Avoidance, Detect and Recover.

06Hrs

Real-Time Memory Management: Process stack Management, Task Control Block Model, Managing

the stack, Run Time Ring Buffer, Maximum stack size, Multiple stack arrangements, Task control Block Model; Dynamic Allocation swapping,overlays,MFT,MVT,Demand Paging, working sets, Real-Time

Garbage collection, contiguous file systems; static schemes. 10 Hrs

Part C

Interrupt servicing mechanism: Context and the periods for context switching; deadline and interrupt latency. Language Features: Parameter passing, recursion, dynamic allocation, typing, exception

handling, and abstract data typing. 05 Hrs

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Case Studies: Case studies on Vxworks and MUCOS 05 Hrs

Part D

Practical Lab

Experiments will be designed on the following topics:

The implementation of the following concepts using C language on Linux system.

1. IPC 2. Semaphore Networking:

i. Write a C program to realize bit stuffing and De stuffing the character and bit

ii. Write a C program to find shortest path between two nodes using shortest

Path algorithm iii. Write a C program to detect and correct error using CRC method.

iv. Write a C program to encrypt and decrypt a message using substitution and

Transposition method

Reference Books:

1. Philip A Laplante “Real Time Systems Design and Analysis” An Engineer’s Handbook, PHI Publications, Second edition, 2000.

2. Rajakamal “Embedded Systems Architecture programming and design” Tata McGraw Hill,

2004

3. Dr.K.V.K.K Prasad “Embedded/ Real-Time systems: concepts, design and programming”, dreamtech press, 2005.

4. Steve Heath, “Embedded systems design”, Second edition.

5. Krishna and shinkong ”Real-Time systems”, McGraw Hill Publications, 2nd

edition.

Scheme of Semester End Examination:

After the completion of the course, the students will be able to understand and design hardware and

software for an embedded system

Outcome of the Course:-

Answer two questions out of three from Part A, two questions out of three from Part B and one question out of two from Part C in the theory exam.Conduct one experiment of Part D during Lab Exam.

Page 7: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

WIRELESS COMMUNICATION

Sub Code: 07IT741 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: The objective of this course is to introduce the concepts of wireless telecom systems and

emerging wireless technologies GSM, CDMA technologies, cellular systems, architecture of wireless

network and wireless LAN are dealt.

Part A

Introduction : Introduction to wireless telecommunication systems and Networks, History and Evolution Different generations of wireless cellular networks 1G, 2G, 3G and 4G networks.

6 Hrs

Evolution of telephone systems : Common Cellular System components, Common cellular networks

components, Hardware and software, views of cellular networks, 3G cellular systems components, and

Cellular component identification Call establishment 7 Hrs

Common Cellular Components: Wireless network architecture and operation, Cellular concept Cell

fundamentals, Capacity expansion techniques, Cellular backbone networks, Mobility management, Radio

resources and power management Wireless network security. 7 Hrs

Part B

GSM Architecture : GSM and TDMA techniques, GSM system overview, GSM Network and system

Architecture, GSM channel concepts, GSM identifier. 6 Hrs

GSM Technology : GSM system operation, Traffic cases, Cal handoff, Roaming, GSM protocol

architecture. TDMA systems 6 Hrs

CDMA Technology : CDMA technologies, CDMA overview, CDMA channel concept CDMA

operations. 8 Hrs

Part C

Wireless Modulation techniques and Hardware: Characteristics of air interface, Path loss models, wireless coding techniques, Digital modulation techniques, OFDM, UWB radio techniques, Diversity

techniques, Typical GSM Hardware. 6 Hrs

Wireless LANs : Introduction to wireless LAN 802.11X technologies, Evolution of Wireless LAN

Introduction to 802.15X technologies in PAN Application and architecture Bluetooth Introduction to

Broadband wireless MAN, 802.16X technologies. 6 Hrs

Reference Books:

Page 8: 7th 8th Syll With Objectivesa21.11.09acm

1. Mullet “Wireless Telecom Systems and networks”, Thomson Learning 2006. 2. Lee W.C.Y “Mobile Cellular Telecommunication”, MGH, 2002.

3. D P Agrawal “Wireless communication”,: 2nd Edition Thomson learning 2007.

4. David Tse, Pramod Viswanath, “Fundamentals of Wireless Communication” Cambridge

2005

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

Upon completion of this course the students would be able to know about the basics of wireless

communication its different technologies and their applications used in the wireless media.

Page 9: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

SOFTWARE ENGINEERING

Sub Code: 07IT742 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: The objective of the subject to make the student to learn the basic life cycle of product

development. It also deals with concepts like software products and software process.

Part A

Introduction to software engineering: Professional and ethical responsibility. Socio-Technical

systems: Emergent system properties; Systems engineering; Organizations, people and computer systems; Legacy systems. 6 Hrs

Critical Systems, Software Processes: Critical Systems: A simple safety-critical system; System dependability; Availability and reliability. Software Processes: Models, Process iteration, Process

activities; The Rational Unified Process; Computer-Aided Software Engineering. 7 Hrs

Software Requirements: Functional and Non-functional requirements; User requirements; System requirements; Interface specification; the software requirements document. Requirements Engineering

Processes: Feasibility studies; Requirements elicitation and analysis; Requirements validation;

Requirements management. 7 Hrs

Part B

System models: Context models; Behavioral models; Data models; Object models; structured methods.

Project Management: Management activities; Project planning; Project scheduling; Risk management

7 Hrs

Software Design: Architectural Design: Architectural design decisions; System organization; Modular

decomposition styles; Control styles. Object-Oriented design: Objects and Object Classes; An Object- Oriented design process; Design evolution; User Interface Design 7 Hrs

Rapid Software Development and Evolution: Rapid Software Development: Agile methods; Extreme

programming; Rapid application development. Software Evolution: Program evolution dynamics; Software maintenance; Evolution processes; Legacy system evolution. 6 Hrs

Part C

Verification and Validation: Verification and Validation: Planning; Software inspections; Automated static analysis; Verification and formal methods. Software testing: System testing; Component testing;

Test case design; Test automation. 6 Hrs

Management: Managing People: Selecting staff; Motivating people; Managing people; The People Capability Maturity Model. Software Cost Estimation: Productivity; Estimation techniques; Algorithmic

cost modeling, Project duration and staffing. 6 Hrs

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Reference Books:

1. Ian Somerville “Software Engineering”, Pearson Education, 8th Edition, 2007.

2. Roger S. Pressman “Software Engineering: A Practitioners Approach”, McGraw-Hill, 7th Edition, 2007.

3. Shari Lawrence Pfleeger, Joanne M. Atlee “Software Engineering Theory and Practice”, Pearson

Education, 3rd Edition 2006. 4. Waman S Jawadekar ,“Software Engineering Principles and Practice”, Tata McGraw Hill, 2

nd

Edition,2004

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

Develop and simulate the models and validate its functionality in real time systems.

Page 11: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

ADAPTIVE SIGNAL PROCESSING

Sub Code: 07IT743 CIE Marks: 100

Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: To understand the concepts of Adaptation with stationary signals, Adaptive Algorithms &

structures and engineering applications of Adaptive Signal Processing. & develop the skills to design

adaptive systems for advanced communication systems; various adaptive algorithms and Interference cancellation; design a filter for real time applications.

Part A

Adaptive Systems: Definition and characteristics, Areas of application, General properties, Open-and

closed-loop adaptation, Applications of closed-loop adaptation, Example of an adaptive system. 4 Hrs

The Adaptive Linear Combiner: General description, Input signal and weight vectors, Desired response

and error, the performance function, gradient and minimum mean-square error, Example of a

performance surface, Alternative expression of the gradient, Decorrelation of error and input components.

8 Hrs

Quadratic Performance Surface: Normal of the input correlation matrix, Eigen values and Eigen vectors of the input correlation matrix, an example with two weights, Significance of Eigenvectors,

Geometrical significance of eigenvectors and Eigen values. 5 Hrs

Searching The Performance Surface: Methods of searching the performance surface, Basic ideas of gradient search methods, a simple gradient search algorithm and its solution, Stability and rate of

convergence, the learning curve. 3 Hrs

Part B

Gradient Search Algorithms: Newton’s method in multidimensional space, Steepest descent method, Comparison of learning curves. 4 Hrs

Gradient Estimation And Its Effects On Adaptation: Gradient component estimation by derivative measurement. The performance penalty, Derivative measurement and performance penalties with

multiple weights, variance of the gradient estimate, effects on the weight-over solution, excess mean-

square error and time constants, misadjustment, comparative performance of Newton’s and steepest-descent methods, Total misadjustment and other practical considerations. 10 Hrs

Adaptive Modeling And System Identification: General description, Adaptive modeling of multipath

communication channel, adaptive modeling in geophysical exploration, Adaptive modeling in FIR digital filter synthesis. 10 Hrs

Part C

The LMS Algorithm: Derivation of the LMS algorithm, convergence of the weight vector, an example

Page 12: 7th 8th Syll With Objectivesa21.11.09acm

of convergence, learning curve, noise in the weight-vector solution, misadjustment, performance. 6 Hrs

Adaptive Interference Canceling: The concept of adaptive noise canceling, stationary noise-canceling

solutions, effects of signal components in the reference input, The adaptive interference canceler as a

notch filter, The adaptive interface canceler as a high-pass filter. 6 Hrs

Reference Books:

1. Bernard Widrow and Samuel D. Stearns, “Adaptive Signal Processing”, Pearson

Education Asia, 2001.

2. Simon Haykin, “Adaptive filter Theory”, Pearson Education Asia, 4e, 2002

3. Jophn R. Treichler C. Richard Johnson, Jr. and Michael G. Larimore, “Theory and

Design of Adaptive Filters”, Pearson education /PHI 2002.

4. A V Oppenheim, R W Schafer, “Digital Signal Processing”, Prentice Hall of India, 1975

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

Designing the Adaptive systems, Filters for Real Time industrial Applications which are

essential for the current industry needs.

Page 13: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

OPERATIONS RESEARCH

Sub Code: 07IT744 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: This course on OR mainly deals with the following optimization techniques, their

mathematical models & industrial applications: Linear programming and applications, transportation and

assignment problems and applications, game theory, replacement models, inventory models, PERT and

CPM techniques, queuing models etc….so that productivity is improved and decision regarding maximizing the profits and minimizing the wastes and cost for an industry are learnt by the students.

Part A

Introduction: Definition, scope of operations research (O.R) approach and limitations of OR model,

characteristic and phases of OR. 03 Hrs

Linear programming problems: Mathematical formulation of LP problems, Graphical solution

methods: The simplex method - slack, surplus and artificial variables. Concept of duality, 2 phase

method, dual simplex method, degeneracy, and procedure for resolving generate cases, revised simplex method, sensitivity analysis, partial and dual, primal methods. 10 Hrs

Transportation problem: Basic feasible solutions by different methods, finding optimal solutions - stepping stone method, MODI method, degeneracy, unbalanced transportation problems, Assignment

problems: Unbalanced assignment problem, traveling sales mans problems.

07Hrs

Part B

Deterministic models with and without shortages, replenishment, meantime, ordering cost, carrying cost,

EOQ. 07Hrs

PERT – CPM Techniques: Network construction, determining critical path, floats, scheduling by

network, project duration, variance under probabilistic models, prediction of data completion, crashing of

simple networks, resource leveling by network techniques. 07Hrs

Waiting lines: Queuing systems and their characteristic, Poisson queues, M/M/1 Queuing system M/M/K

model 6 Hrs

Part C

Replacement model: Replacement of items whose maintenance cost increases with time.

a) When value of money does not change with time, and

b) When value of money changes with time, replacement of item that fail suddenly, group replacement policy. 06 Hrs

Game theory: TWO person zero sum game, the max-min, mini-max principles, game without saddle

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points, graphical solutions, two persons zero sum game, dominance property. 06 Hrs

Reference Books:

1. R.Ravindran “Operation research Applications, operation research series”,CRC Press, 2008, 2. P.K. Gupta and D.S. Hira “Operation research an introduction”, S CHAND & CO.,Ist edition,

2008

3. S C sharma “Introductory operation Research” ,Discovery publishing house, 2006. 4. Rassell Loncoln ,Ackoff,Maurince w Sasieni, Fundamentals of operation research,Wiley,1968

5. Hamdy a. Taha “Introduction to operation research”, Pearson., 2005

6. Kanti Swaroop, PK Gupta, “Manmohan,”Operations Research”, 2nd

edition,Sultan chand and sons,1980

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

The students will be able to solve the different exercises in optimization required for industrial situations & to take appropriate decisions, by applying suitable OR techniques.

Page 15: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

LOW POWER VLSI DESIGN

Sub Code: 07IT751 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: The objective of the course is to learn about the principles of design, analysis of modeling and

optimization of low power VLSI. Power dissipation has become as important a consideration as

performance and area. Low-power technology improves battery size and design, electronic packaging of

ICs, heat dissipation, and circuit reliability. It describes many issues for the designers at architectural,

logic, circuit and device levels.

Part A

Introduction: Sources of power dissipation, Physics of power dissipation in MOSFET devices – MIS

Structure, Long channel and sub-micron MOSFET, Gate induced Drain leakage. 8 Hrs

Power dissipation in CMOS : Short circuit dissipation, dynamic dissipation, Load capacitance 6 Hrs

Low power design limits - Principles of low power design, Hierarchy of limits, fundamental limits, Material, device, circuitands ystemlimits. 6 Hrs

Part B

Synthesis for low power: Behavioral, Logic and Circuit level approaches, Algorithm level transforms,

Power-constrained Least squares optimization for adaptive and non-adaptive filters, Circuit activity driven architectural transformations, voltage scaling, operation reduction and substitution, pre-

computation, Finite State Machine and Combinational logic, Transistor sizing. 10 Hrs

Design and test of low-voltage CMOS circuits: Introduction, Design style, Leakage current in Deep

sub-micron transistors, device design issues, minimizing short channel effect, Low voltage design

techniques using reverse Vgs, steep sub threshold swing and multiple threshold voltages, Testing

with elevated intrinsic leakage, multiple supply voltages. 10 Hrs

Part C

Low energy computing: Energy dissipation in transistor channel, Energy recovery circuit design,

designs with reversible and partially reversible logic, energy recovery in adiabatic logic and Static Random Access Memory core, Design of peripheral circuits – address decoder, level shifter and I/O

Buffer, supply clock generation. 6 Hrs

Software design for low power: Introduction, sources of power dissipation, power estimation and optimization 6 Hrs

Reference Books:

1. Kaushik Roy and Sharat C Prasad, “Low-Power CMOS VLSI Circuit Design “–Wiley Inter

Page 16: 7th 8th Syll With Objectivesa21.11.09acm

science, 2000.

2. Gary. K. Yeap “Practical low power digital VLSI design” Kluwer Academic Publishers. 2002. 3. Rabaey, pedram “Low Power design methodologies” Kluwer Academic, 1997.

4. Neil H.E Weste and David Harris, “CMOS VLSI Design–A Circuit and System Perspective”,

Pearson Education, 3rd

edition, 2005.

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

The students will be familiar with the methodologies used for designing low power circuits and

systems. It concludes with the future challenges that must be met to design low power, high performance systems.

Page 17: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

ARTI FICIAL INTELLIGENCE

Sub Code: 07IT752 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: The objective of the subject to make the student to introduce the basic knowledge

representation, problem solving and learning method of artificial intelligent. This course also deals with

the development of intelligent system by assembling solution to concrete computational problems.

Part A

Artificial Intelligence: Introduction, definition, underlying assumption, importance of AI, AI related

fields. 6 Hrs

Space Representation: Defining a problem. Production systems and its characteristics, Search and

Control strategies – Generate and Test, Hill Climbing, Best – first Search, Problem reduction, Constraint Satisfaction, Means – Ends Analysis. 7 Hrs

Knowledge Representation Issues: Representations and Mappings, Types of knowledge Procedural Vs

Declarative, Logic programming. Forward Vs Backward reasoning, matching. 7 Hrs

Part B

Use of Predicate Logic: Representing simple facts, Instance and Isa relationships, Syntax and Semantics

for Prepositional logic, FQPL and properties of Wffs, Conversion to Clausal form, Resolution, Natural deduction. 6 Hrs

Statistical And Probabilistic Reasoning: Symbolic reasoning under uncertainty, Probability and Bayes’ theorem, Certainity factors and Rule based systems, Bayesian Networks, Shafer Theory, Fuzzy Logic.

7 Hrs

Expert Systems: Structure and uses, Representing and using domain knowledge, Expert System Shells.

Pattern recognition learning classification patterns, recognizing and understanding speech. Introduction to

knowledge Acquisition, Types of Learning. 7 Hrs

Part C

Typical Expert Systems: Mycin, Variant of Mycin, Prospector, Dendral, Puff, Etc 6 Hrs

Introduction to Machine Learning: Perceptrons, Checker Playing Examples, Learning Automata, Genetic Algorithms, Intelligent Editors. 6 Hrs

Reference Books:

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1. Elaine Rich & Kevin Knight, “Artificial Intelligence”, McGraw-Hill, 2nd

Edition, 1983.

2. Dan W. Patterson,” Introduction to AI & ES”, Prentice Hall of India, 1999. 3. Waterman, D.A., “Addison A guide to expert systems”, Wesley inc., 1986.

4. Roth, Waterman, D.A. Addison Hayes, “Building expert systems”, Wesley, 1983.

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

Demonstrate and ability to integrate different concepts to develop new models that suits current trends of

Industries and analyze its performance.

Page 19: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

DATABASE MANAGEMENT

Sub Code: 07IT753 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: The objective of the subject to make the student to introduce the basic concept of database

system including data abstraction, data modeling and three level architecture. It also deal with database

management system such as Microsoft Access and Oracle.

Part A

Introduction; An example; Characteristics of Database approach; Actors on the screen; Workers behind the scene; Advantages of using DBMS approach; A brief history of database applications; when not to

use a DBMS. Data models, schemas and instances; Three-schema architecture and data independence;

Database languages and interfaces; the database system environment; Centralized and client-server architectures; Classification of Database Management systems. 6 Hrs

Entity-Relationship Model Using High-Level Conceptual Data Models for Database Design; An

Example Database Application; Entity Types, Entity Sets, Attributes and Keys; Relationship types, Relationship Sets, Roles and Structural Constraints; Weak Entity Types; Refining the ER Design; ER

Diagrams, Naming Conventions and Design Issues; Relationship types of degree higher than two. 6 Hrs

Relational Model and Relational Algebra Relational Model Concepts; Relational Model Constraints

and Relational Database Schemas; Update Operations, Transactions and dealing with constraint

violations; Unary Relational Operations: SELECT and PROJECT; Relational Algebra Operations from

Set Theory; Binary Relational Operations : JOIN and DIVISION; Additional Relational Operations; Examples of Queries in Relational Algebra; Relational Database Design Using ER- to-Relational

Mapping. 8 Hrs

Part B

SQL - 1 SQL Data Definition and Data Types; Specifying basic constraints in SQL; Schema change

statements in SQL; Basic queries in SQL; More complex SQL Queries. 8 Hrs

SQL – 2 Insert, Delete and Update statements in SQL; Specifying constraints as Assertion and Trigger; Views (Virtual Tables) in SQL; Additional features of SQL; Database programming issues and

techniques; Embedded SQL, Dynamic SQL; Database stored procedures and SQL / PSM. 6 Hrs

Database Design - 1 Informal Design Guidelines for Relation Schemas; Functional Dependencies;

Normal Forms Based on Primary Keys; General Definitions of Second and Third Normal Forms; Boyce-

Codd Normal Form. 6 Hrs

Part C

Database Design -2 Properties of Relational Decompositions; Algorithms for Relational Database

Schema Design; Multivalued Dependencies and Fourth Normal Form; Join Dependencies and Fifth

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Normal Form; Inclusion Dependencies; Other Dependencies and Normal Forms. 4 Hr

Transaction Management The ACID Properties; Transactions and Schedules; Concurrent Execution of

Transactions; Lock-Based Concurrency Control; Performance of locking; Transaction support in SQL;

Introduction to crash recovery; 2PL, Serializability and Recoverability; Lock Management; Introduction

to ARIES; The log; Other recovery-related structures; The write-ahead log protocol; Check pointing; Recovering from a System Crash; Media Recovery; Other approaches and interaction with concurrency

control. 8 Hrs

Reference Books:

1. Elmasri and Navathe,”Fundamentals of Database Systems”, Addison-Wesley, 5th

Edition, 2007.

2. Raghu Ramakrishnan and Johannes Gehrke, “Database Management Systems”, McGraw-Hill, 3rd

Edition, 2003.

3. Silberschatz, Korth and Sudharshan, “Data base System Concepts”, Mc-GrawHill, 5th

Edition, 2006.

4. C.J. Date, A. Kannan, S. Swamynatham”A Introduction to Database Systems”,, Pearson

Education, 8th

Edition ,2006.

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

The ability for the analysis and evaluation of the best practices of the engineering projects

Page 21: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

MICRO ELECTRO MECHANICAL SYSTEMS

Sub Code: 07IT753 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective:MEMS technology is fast emerging field today. It is used in all fields. To name a few:

Automobile, Aerospace, Medical application apart from various robotics, artificial intelligence areas, etc.

This is because of the reduction in size as well as the reduced power requirements in the Instrumentation

and Control Automation areas.The objective of the course is to give an overview of MEMS technology emphasizing the future growth and to highlight Various manufacturing techniques involved in MEMS

structure.Also to study few Commercial MEMS products to understand the practical applications and

introduce .Simulation software concept in design of the MEMS systems .

Part A

Introduction to micro and smart systems: introduction to smart systems. Components, structures and

systems for MEMS.. Application areas Examples of microsystems. Feynman’s vision. Evolution of

MEMS transducers. Manufacturing. Techniques for MEMS,architecture of commercial products

8 Hrs

Micro and smart devices: basics principles of physics, chemistry, engineering of sensors, actuators

and systems. Sensors: silicon capacitive accelerometer, piezo- resistive pressure sensor. Conduct metric gas sensor, fiber optic gyroscope and wave based wireless strain sensor. Actuators: silicon micro-mirror

arrays, piezo- electric based inkjet print head, electrostatic comb drive and micro motor, magnetic micro

relay, shape memory alloy based actuator, electro thermal actuator. Systems: micro gas turbine, bio

applications of MEMS. 8 Hrs

Micro manufacturing and material processing: silicon wafer processing, lithography, thin film

Deposition, etching (wet and dry) wafer bonding and metallization. Silicon micro machining: Surface, bulk, molding, bonding based process flows. Thick film processing. 4 Hrs

Part B

Processing of smart material. Special techniques for processing: ceramics, polymers and metals. Latest

trends on micro fabrication. 7 Hrs

Scaling fundamentals. Deformation, stress analysis of beams and plates, residual stresses and stress gradients. Thermal loading, heat transfer issues. Micro fluidics fundamentals,Electrostatics, electro

mechanics. Electromagnetic actuation.Capillary electrophoresis. Modeling of piezoresistive piezo

electric systems. 6 Hrs

Semiconductor devices:Carrier concentrations in semiconductor diodes, transistors.fet amplifiers,

operational amplifiers. Basic opamp circuits. Charge measuring circuits. Examples of microsystems.

Transfer function, state space modeling, stability, pid controllers and model order reduction. Examples from smart systems and micro machined accelerometer or a thermal cycler 7 Hrs

Page 22: 7th 8th Syll With Objectivesa21.11.09acm

Part C

Integration and packaging of MEMS. Integration of microelectronics and micro devices at wafer and

chip level microelectronic packaging: wire and ball bonding, flip chip, multi chip module technolog Lab

on Chip. Introduction Bio MEMS . 6 Hrs

Case Studies: BEL Pressure Sensor, Thermal Cycler for DNA Amplification and Active Vibration

Control Of a beam. Introduction to Simulation softwares. 6 Hrs

Reference Books:

1. Tai-ran tsu “MEMS & Microsystems: Design and manufacture.” John Wiley and sons Inc, 2008

2nd

edition.

2. V.vardan, K.J.Vinoy, S.Gopalakrishnan “Smart Material Systems And Mems : Design And Development Methodologies”. John Wiley. And Sons ltd, 2004. (Ch.1,2,9,10,11,12.)

3. Stevens S. Saliterman. Fundamentals of Bio MEMS and Medical and Micro devices. Wiley

Interscience division. 2006, first edition. 4. Kasap. S.O. Principles of Electrical Engineering Materials. Irwin, Chicago, 1997.

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

Students will get an overview of MEMS Technology. Their will be clarity in the Basic Principles used in MEMS, Like Physics, Chemistry, Applied Dynamics, Structure analysis etc. Students will have ability to

design MEMS structure using the software. They will be able to get them manufactured in standard

MEMS furnaces/labs and check them for performance.

Page 23: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

ANALYTICAL INSTRUMENTATION

Sub Code: 07IT761 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: The main objective is to measure and understand the properties & reactions of chemical

compositions of solids, liquids, gases , compounds and mixtures. Various techniques are introduced for

measurement and analysis of chemical compounds like spectroscopy, x-ray techniques, nuclear

measurements, chromatography and mass spectroscopy.

Part A

Introduction: Types of analytical methods, instruments for analysis, electromagnetic radiation, its

properties and interaction with matter, Emission of radiation. 2 Hrs

Spectroscopy: An introduction to absorption, spectroscopic, photometry, beer Lambarts law.

Application of Photometry to analysis. UV, visible spectra photometry theory and instrumentation,

application of UV, visible spectrophotometry to qualitative and quantitative analysis. Infrared spectrophotometry theory and instrumentation IR instrument components, Single beam, Double

beam recording type.Application to quantitative analysis, some typical instruments. 8 Hrs

Flame emission and atomic absorption spectroscopy: Principles, Instrumentation, Flames and Flame

temperatures, Interferences, standard addition and internal standard methods of evaluation. 6 Hrs

Emission spectrography: Arc spark and plasma sources, prism and grating instruments, application to identification. 4 Hrs

Part B

-ray techniques: Introduction to X-ray absorption, Fluorescence, Spectroscopy, Wavelength and X

energy dispersive instruments, non-dispersive instruments, x-ray diffraction and its applications. 5 Hrs

Nuclear radiation measurements: radiation detectors, ionization chamber, GM counter proportional

counter, scintillation counters, and Semi conductor detectors. 5 Hrs

Chromatographic techniques: Introduction, Gas chromatography, Instrumentation, Types of columns

and detectors. 10 Hrs

Part C

Electro analytical methods: Introduction, Polarography, dropping mercury electrodes, anodic stripping,

conductometry, applications. 4 Hrs

Nuclear Magnetic Resonance spectroscopy: Principles of NMR, Wideline NMR, NMR spectra,

Chemical shift and hyper fine splitting, applications. 4 Hrs

Mass spectrometry: ion sources, Inlet systems, mass analyzers, single beam, double beam, quadrapole -

Page 24: 7th 8th Syll With Objectivesa21.11.09acm

applications 4 Hrs

Reference Books:

1. Willard H.W Merritt, L.L Dean J A Settie FA” Instrument Methods of Analysis”, East West Publisher, 6

th Edition, 1992

2. Douglas A Skoog , F.James Holler, Stanley R.Crouch “Principles of Instrumentation Analysis”, Thomson Brooks, 6

th Edition, 2006.

3. Douglas A Skoog, Donald M, “Fundamentals of analytical chemistry”, Thomson, 8th

Edition,2003.

4. Galen W Ewing “Instrumental Methods of Chemical Analysis”, ,Mc-Graw Hill, 4th Edition 1975

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

Students will be familiar with chemical analysis and the techniques involved in it.

Page 25: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

COMPUTER ARCHITECTURE

Sub Code: 07IT762 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: computer architecture is concerned with the design and performance of the computer system

as a whole. It can enhance students' understanding of the role of design features in achieving high

performance. The design of the system starts from building blocks which include basic processor,

memories of various performance levels, input and output devices and interconnection buses. The prerequisite is to know about data representation, digital components and digital circuits.

Part A

Basic Structure of Computers Functional units - Basic operational concepts - Bus structures - Software

performance – Memory locations and addresses – Memory operations – Instruction and instruction sequencing Addressing modes – Assembly language – Basic I/O operations – Stacks and queue 6 Hrs

Arithmetic Unit Addition and subtraction of signed numbers – Design of fast adders – Multiplication of

positive numbers - Signed operand multiplication and fast multiplication – Integer division – Floating point numbers and operations. 6 Hrs

Basic Processing Fundamental concepts – Execution of a complete instruction – Multiple bus organization – Hardwired control – Micro programmed control - Pipelining – Basic concepts – Data

hazards – Instruction hazards – Influence on Instruction sets – Data path and control consideration –

Superscalar operation. 8 Hrs

Part B

Memory System Basic concepts – Semiconductor RAMs - ROMs – Speed - size and cost – Auxiliary

memories –magnetic discs, magnetic tape 4 Hrs

Cache Memory Associative mapping, direct mapping, set-associative mapping, writing into cache, cache initialization 4 Hrs

Virtual memory- address space, memory space address mapping using pages, associative memory page table, page replacement 4 Hrs

I/O Organization Accessing I/O devices – Interrupts – Direct Memory Access – Buses – DMA controller,DMA transfer, input output organization interface circuits – standard i/o interfaces (PCI, SCSI,

USB). 8 Hrs

Part C

Advanced Prosessor ArchitecturesIntroduction, RISC Processors, Pipelining, delay in pipeline execution, superscalar processors, VLIW processors, some examples commercial processors

Page 26: 7th 8th Syll With Objectivesa21.11.09acm

6 Hrs Parallel Computer Introduction, classification of parallel computers, vector computer, Array processors,

Shared memory parallel computers, distributed shared memory parallel computer, clusters of

workstations comparisons of parallel computers. 6 Hrs

Reference Books:

1. V, Rajaraman, T.Radhakrishnan,”Computer organization and architecture”PHI, Ist Edition 2008.

2. M.Moris Mano ,” Computer system architecture” Pearson Education,3rd

edition,2003.

3. V Heuring & H Jordan, “Computer System Design & Architecture” Addison- Wesley, 2005, 2nd Edition.

4. Carl Hamacher, Z Vranesic & S Zaky “Computer Organization”- Tata McGrawHill. 2005,

5thEdition

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question out of two from Part C in the theory exam.

Outcome of the Course:-

Understanding these fundamental concepts in computer architecture is essential to learning

computer networking.

Page 27: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

BIOINFORMATICS AND APPLICATIONS

Sub Code: 07IT763 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: This subject deals with the storage, retrieval and analysis of biological data with informatics

tools. The student understands interdisciplinary approach, requiring software knowledge, computer

science, mathematics and statistical methods with a functional understanding of the biological and

chemical context at the molecular level.

Part A

The central dogma: Watson’s definition, information flow, from data to knowledge, the organization of

DNA and RNA, the organization of Proteins. 3 Hrs

XML (BioXML) for Bioinformatics. Introduction, Differences between HTML and XML, fundamentals

of XML, fundamentals of XML namespaces. Introduction to DTDs, Document type Declarations,

Declaring elements, declaring attributes, working with entities XML Schemas, Essential Concepts,

working with simple types, working with complex types, Basic namespaces issues 7 Hrs

Perl (Bioperl) for Bioinformaics: Representing sequence data, program to store a DNA sequence,

concatenating DNA fragments, Transcription, Calculating the reverse complement in Perl, Proteins,files, reading proteins in files, Arrays, Flow control ,finding motifs, counting Nucleotides, exploding strings

into arrays, operating on strings, writing to files, subroutines and bugs. 10 Hrs

Part B

Databases. Flat file, Relational, object oriented databases, object Relational and Hypertext, Data life

cycle, Database Technology, SQL, Database Architecture, Database Management Systems and Interfaces.

10 Hrs

Sequence Alignment algorithms: Biological motivations of sequence analysis, the models for sequence analysis and their biological motivation, global alignment,local alignment, End free-space alignment and

gap penalty, Sequence Analysis tools and techniques. 10 Hrs

Part C

Phylogenetic Analysis: Introduction, methods of Phylogenetic analysis, distance methods, the neighbour- Joining (NJ) method, The Fitch/ Margoliash method, character-based methods, Other

methods, Tree evaluation and problems in phylogenetic analysis. 6 Hrs

Clustering, Protein structure visualization and Protein structure prediction. 6 Hrs

Reference Books:

1. 1.S.C.Rastogi, N. Mendiratta,”Bioinformatics Methods and Applications”, 2nd

Edition

Page 28: 7th 8th Syll With Objectivesa21.11.09acm

2. EEE ,2006

3. 2 Ethan Ceami,”XML for Bioinformatics”, Springer Verlag, 2005. 4. 3.James D. Tisdall.,”Beginning Perl for Bioinformatics”, first edition, Orelly, 2001

5. 4.Bryan Bergeron M.D. “Bioinformatics Computing”, Pearson Education, 2003

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

The students are able to develop database and software tools for the storage, analysis and interpretation of

biological data.

Page 29: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VII Semester

DATA MINING AND ITS APPLICATIONS

Sub Code: 07IT764 CIE Marks: 100 Hrs/Week: 4+0+0 Hrs Exam Hours: 03 Hrs

Credits: 4 SEE Marks: 100 Objective: The understand the importance of database and its management and also knowing the basic

concepts of Data ware house and data mining, the different techniques and issues involved in data

mining.

Part A

Introduction to Data Mining: Motivation and importance, What is Data Mining, Relational Databases, Data Ware houses, Transactional Databases, Advanced Database Systems and Advanced Database

Applications, Data Mining Functionalities, Interestingness of a pattern Classification of Data Mining

Systems, Major issues in Data Mining 7 Hrs

Data Preprocessing: Needs Preprocessing the Data, Data Cleaning, Data Integration and transformation,

Data Reduction, Discretization and Concept Hierarchy Generation, Online Data Storage 5 Hrs

Data Mining Primitives, Languages and System Architectures: Data Mining Primitives, Data Mining

Query Languages, Designing Graphical User Interfaces Based on a Data Mining Query Language

Architectures of Data Mining Systems. 8 Hrs

Part B

Concepts Description: Characterization and Comparison: Data Generalization and Summarization-

Based Characterization, Analytical Characterization, Analysis of Attribute Relevance, Mining Class

Comparisons, Discriminating between Different Classes, Mining Descriptive Statistical Measures in Large Databases 8 Hrs

Mining Association Rules in Large Databases: Association Rule Mining, Mining Single-Dimensional Boolean Association Rules from Transactional Databases, Mining Multilevel Association Rules from

Transaction Database.Mining Multidimensional Association Rules from Relational Databases and Data

Warehouses, From Association Mining to Correlation Analysis, Constraint Based Association Mining.

12 Hrs

Part C

Classification and Prediction, Concepts and Issues regarding Classification and Prediction,

Classification by Decision Tree Induction, Bayesian Classification, Classification by Back-propagation.

6 Hrs

Cluster Analysis, Types of Data in Cluster Analysis, A Categorization of Major Clustering Methods.

6 Hrs

Reference Books:

Page 30: 7th 8th Syll With Objectivesa21.11.09acm

1. Jiawei han & micheline kamber “ Data Mining Concepts and Techniques” Harcourt India, 2006. 2. Arun k pujari, “Data Mining Techniques “University Press, 2006

3. Sam anahory & Dennis murray “Data Warehousing in the Real World “, Pearson Edn. Asia,

2003.

4. Margaret h dunham ,”Data Mining Introductory and advanced topics”, Pearson Education,2005.

Scheme of Semester End Examination:

Answer two questions out of three from Part A, two questions out of three from Part B and one question

out of two from Part C in the theory exam.

Outcome of the Course:-

The students will be able to design and develop data mining algorithms.

Page 31: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VIII Semester

PRINCIPLES OF INTELLECTUAL PROPERTY RIGHTS

Sub Code: 07HSS81 CIE Marks: 50 Hrs/Week: 2+0+0 Hrs Exam Hours: 02 Hrs

Credits: 2 SEE Marks: 50 Objective:

To encourage invention, investment and innovation and disclosure of New Technology and to recognise

and reward innovativeness.

To promote innovation and technical development. To promote linkages to industries and stimulate research through developing and utilizing novel

technologies

Part A

Introduction: Basic concepts of IPR, Nature and scope of IPR, Commercial exploitation of IPR, IPR and economic development, Types of Intellectual property, Advantages of IPR, Intellectual property in

specific fields –Plant breeder’s rights, Plant variety protection, A brief history national and international

legal regime governing industrial and Intellectual property 3 Hrs

Patents: Introduction, Basic concepts, Object and value of patent law, Advantages of patent to inventor,

patentable inventions, inventions are not patentable, How to obtain patent, Biotechnology patents and

patents on computer program, Government use of inventions, Infringement of patents and remedy for infringement, Case study for patent engineering. Patent Acts 1970 as amended in 1999, 2002, & 2005.

7 Hrs

Trade Marks: Basic concepts, Definition, Functions, different kinds of trade marks like service marks,

collective trade marks, certification trade marks and textile trade marks, registrable and non registrable

marks, Establishing trade mark right, use and registration, Registrability &distinctive character, Good will, infringement and action for trade marks, Passing off, Trade mark and domain names, Comparison

with patents, industrial design and copy right, Case Studies.

5 Hrs

Copy Right: Introduction, Nature and scope, Subject matter, Related or allied rights, the works in which

copy right subsists, Rights conferred by copy right, Copy right protection in India, transfer of copy rights, right of broad casting organisations and of performer, computer soft ware and IPR and Case Studies.

6 Hrs Industrial Design, Integrated Circuits, Geographical Indications and Confidential information:

Introduction, basic concepts and scope and nature of rights process of registration rights, available after

registration, transfer of interest or rights, made available under respective legislations such as assignment, transmission and licenses; Reliefs and Remedies and Action for

infringementoftherights;Appeals,Casestudies 5 Hrs

Reference Books:

Page 32: 7th 8th Syll With Objectivesa21.11.09acm

1. P Narayan, “Intellectual Property Law”, Eastern Law House, New Delhi and Kolkata, 2005, EAN, 9788171771813.

2. Prabuddha Ganguly, “Intellectual Property Rights: Unleashing Knowledge Economy”, Tata

McGraw Hill Publishing Company Ltd., New Delhi, 1st Edition, 2001. ISBN: 0074638602.

3. Cornesh W .R, “Intellectual Property Rights – Patents, Copy Right, Trade Mark, Allied Rights”, Universal Law Publishing Company Pvt. Ltd, Delhi, 2001.

4. S.R Myneni, “Law of Intellectual Property”, Asia Law House, Hyderabad, 2001

Web

1.Using the Internet for non-patent prior art searches, Derwent IP Matters, July 2000.

[www.ipmatters.net/features/000707_gibbs.html.]

2. Patents by N.R.Subbaram, Pharma book syndicate.

3. www.iptoday.com

Scheme of Semester End Examination:

Question paper will be set to cover both descriptive and objective questions, with weightage of 40% for

objective and 60% for descriptive questions

Outcome of the Course:-

Articulate the applicable source, scope and limitations of the core Intellectual Property disciplines

such as Patent, Copyright, Trademark and Trade secret Law.

Exposure to various Legal issues pertaining to Intellectual Property Rights

Page 33: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VIII Semester

PRINCIPLES OF INTELLECTUAL PROPERTY RIGHTS

Sub Code: 07HSS81 CIE Marks: 50 Hrs/Week: 2+0+0 Hrs Exam Hours: 02 Hrs

Credits: 2 SEE Marks: 50 Objective:

To encourage invention, investment and innovation and disclosure of New Technology and to recognise

and reward innovativeness.

To promote innovation and technical development. To promote linkages to industries and stimulate research through developing and utilizing novel

technologies

Part A

Introduction: Basic concepts of IPR, Nature and scope of IPR, Commercial exploitation of IPR, IPR and economic development, Types of Intellectual property, Advantages of IPR, Intellectual property in

specific fields –Plant breeder’s rights, Plant variety protection, A brief history national and international

legal regime governing industrial and Intellectual property 3 Hrs

Patents: Introduction, Basic concepts, Object and value of patent law, Advantages of patent to inventor,

patentable inventions, inventions are not patentable, How to obtain patent, Biotechnology patents and

patents on computer program, Government use of inventions, Infringement of patents and remedy for infringement, Case study for patent engineering. Patent Acts 1970 as amended in 1999, 2002, & 2005.

7 Hrs

Trade Marks: Basic concepts, Definition, Functions, different kinds of trade marks like service marks,

collective trade marks, certification trade marks and textile trade marks, registrable and non registrable

marks, Establishing trade mark right, use and registration, Registrability &distinctive character, Good will, infringement and action for trade marks, Passing off, Trade mark and domain names, Comparison

with patents, industrial design and copy right, Case Studies.

5 Hrs

Copy Right: Introduction, Nature and scope, Subject matter, Related or allied rights, the works in which

copy right subsists, Rights conferred by copy right, Copy right protection in India, transfer of copy rights, right of broad casting organisations and of performer, computer soft ware and IPR and Case Studies.

6 Hrs Industrial Design, Integrated Circuits, Geographical Indications and Confidential information:

Introduction, basic concepts and scope and nature of rights process of registration rights, available after

registration, transfer of interest or rights, made available under respective legislations such as assignment, transmission and licenses; Reliefs and Remedies and Action for

infringementoftherights;Appeals,Casestudies 5 Hrs

Reference Books:

Page 34: 7th 8th Syll With Objectivesa21.11.09acm

5. P Narayan, “Intellectual Property Law”, Eastern Law House, New Delhi and Kolkata, 2005, EAN, 9788171771813.

6. Prabuddha Ganguly, “Intellectual Property Rights: Unleashing Knowledge Economy”, Tata

McGraw Hill Publishing Company Ltd., New Delhi, 1st Edition, 2001. ISBN: 0074638602.

7. Cornesh W .R, “Intellectual Property Rights – Patents, Copy Right, Trade Mark, Allied Rights”, Universal Law Publishing Company Pvt. Ltd, Delhi, 2001.

8. S.R Myneni, “Law of Intellectual Property”, Asia Law House, Hyderabad, 2001

Web

1.Using the Internet for non-patent prior art searches, Derwent IP Matters, July 2000.

[www.ipmatters.net/features/000707_gibbs.html.]

2. Patents by N.R.Subbaram, Pharma book syndicate.

3. www.iptoday.com

Scheme of Semester End Examination:

Question paper will be set to cover both descriptive and objective questions, with weightage of 40% for

objective and 60% for descriptive questions

Outcome of the Course:-

Articulate the applicable source, scope and limitations of the core Intellectual Property disciplines

such as Patent, Copyright, Trademark and Trade secret Law.

Exposure to various Legal issues pertaining to Intellectual Property Rights

Page 35: 7th 8th Syll With Objectivesa21.11.09acm

R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VIII Semester

SEMINAR

Sub Code: 07ITS83

Hrs/Week: 3+0+0 Hrs

Credits: 2

General Guidelines for the seminar

The seminar has to be presented by individual students.

The topics of seminar should based on current thrust area, Each student has to prepare an IEEE Paper out of seminar topic.

The student need to submit both the soft and hard copy of seminar report

Split up of CIE marks

Topics Marks

Relevance of

topic

10

Presentation 25

Report 5

IEEE Paper 10

Outcome of the Course:-

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R.V. COLLEGE OF ENGINEERING, BANGALORE-59

(Autonomous Institution under VTU, Belgaum)

Department of Instrumentation Technology

VIII Semester

PROJECT WORK

Sub Code: 07ITP84 CIE Marks: 100

Hrs/Week: 24+0+0 Hrs Exam Hours: 03 Hrs Credits: 12 SEE Marks: 100

General Guidelines for Project Work

The project work is to be carried out by a team of three to four students.

Each student in the team must contribute synergistically towards successful completion of the project. The project may be carried out in an Industry / R&D Institution / In-House.

In case of external projects, specific approval from the department is necessary.

The House projects would be proposed by the department and the students are required to select a project from the list. In-

The project could be software based or hardware based relevant to the field of instrumentation.

The student team is required to submit hard copies of the detailed Project Report in the prescribed format as well as softcopy on a CD.

The student team is required to demonstrate the functioning of the modules and the integrated

application along with a presentation on the details of the project carried out to the respective

internal guide before the semester end examination.

Split up of CIE marks

Topics Marks Things to be done

Preliminary

Seminar

15 Present the synopsis with

literature survey

Intermediate seminar

20 Present the progress of the project

Demonstration 15 Working model of project

Report 10 Submit the report in

Proper format.

Final seminar 40 Presentation and viva

Scheme for SEE:

Student needs to present seminar with the results for the SEE.