pg 1 of xx agi modeling gps adaptive nulling receivers ken sherman (satellite software), haroon...

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Pg 1 of xx AGI www.agiuc.com Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

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Page 1: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 1 of xxAGI www.agiuc.com

Modeling GPS Adaptive Nulling Receivers

Ken Sherman (Satellite Software),

Haroon Rashid (AGI), Trevor Stief (AGI)

Page 2: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 2 of xxAGI www.agiuc.com

Satellite Software

• AGI business partner specializing in antennas

• Develops antenna modeling software (SATSOFT)

• Developing a series of antenna plug-ins for stk & ntk

• www.satsoft.com

• Contact Ken Sherman (sales at satsoft dot com)

Page 3: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 3 of xxAGI www.agiuc.com

Overview

• Plug-In Architecture

• Array Design

• PA GUI

• Nulling Algorithms

• Null Formation

• Scenarios

• Results

• Future Work

• Conclusions

Page 4: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 4 of xxAGI www.agiuc.com

Antenna Plug-In Architecture

stk GUI Panel

2D/3D Contours

Link Analysis &

Reports

Receivers, Transmitters & Jammers

Plug-In GUI

Antenna Geometry

Analysis & Pattern

Computation

Antenna Beamformer

Pattern Contours

Pattern Cuts

STK

Plug-In

Page 5: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 5 of xxAGI www.agiuc.com

Wide Range of Antennas Supported by Plug-In

• Active & passive receiving antennas

• Active & passive transmitting antennas

• Beam steering and nulling

• Arbitrary polarization (LP, CP, etc)

Page 6: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 6 of xxAGI www.agiuc.com

Active Receiving Antenna

L1 L2 LrF1, G1

Lossless Antenna

Equivalent Active Antenna Receiver

01

1201101 )1()1()1( t

g

lltlftlte

0

1t

tf ee

2

1

l

ggckt

1

,,

l

gg losslessa

Page 7: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 7 of xxAGI www.agiuc.com

Features of Phased Array Plug In

• Quickly design arrays for any receiver or transmitter in stk & ntk

• Planar, linear, and cylindrical (conformal) array geometries

• Circular, elliptical, and polygonal apertures

• Shaped beam phase and/or amplitude synthesis

• Adaptive nulling

• Taylor circular, rectangular, and Baylis low sidelobe aperture tapers

• Several element models

• Linear & circular polarization

Page 8: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 8 of xxAGI www.agiuc.com

Designing & Analyze the Array

Define:

• Size & shape of aperture

• Number & position of elements

• Type of radiating elements

• Nulling algorithm, if any

Perform:

• Static pattern analysis

Page 9: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 9 of xxAGI www.agiuc.com

Phased Array User Interface

Page 10: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 10 of xxAGI www.agiuc.com

Adaptive Nulling Algorithms

• LMS steepest descent

• Howells-Applebaum

• Sample Covariance Matrix Inversion

Page 11: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 11 of xxAGI www.agiuc.com

Forming a Pattern Null

Page 12: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 12 of xxAGI www.agiuc.com

STK Scenarios

• SATCOM Link with Jammer on Airplane

• GPS receiver with single jammer

Page 13: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 13 of xxAGI www.agiuc.com

Un-Adapted Pattern

18.77

-1

-2

-3-5

-10

-20 -20

-20

-20

-20

-20

-20 -20

-20

-20

-20 -20 -30

-30

-30

-30

-30-30

-30

-30

-30

-30

-30

Page 14: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 14 of xxAGI www.agiuc.com

Adapted Pattern

16.85

-1-2

-3

-5

-10

-10

-20-20

-20

-20

-20

-20-20-20-20

-20

-20

-20 -30-30

-30

-30-30

-30

-30

-30

-30-30

-30

-30

-30

-30-30

Jammer

Page 15: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 15 of xxAGI www.agiuc.com

3D Antenna Pattern

Page 16: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 16 of xxAGI www.agiuc.com

Future Work

• Phased array digital beamformer

• Phased array interface to future stk/radar module

• Reflector model (physical optics)

• Wire antenna model (moment method)

• Scripting (nulling algorithms, etc)

Page 17: Pg 1 of xx AGI  Modeling GPS Adaptive Nulling Receivers Ken Sherman (Satellite Software), Haroon Rashid (AGI), Trevor Stief (AGI)

Pg 17 of xxAGI www.agiuc.com

Conclusions

• Flexible antenna plug-in architecture for stk & ntk

• New phased array plug-in under development

• Improvement of s/n by nulling a jammer

• Future work

Challenges:

• Accurate gain = pattern integration = cpu time

• Providing visual feedback

• Easy-to-use but comprehensive GUI