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GRUPPO TELECOM ITALIA
Green Mobile Networks:
the operator view and 5GrEEn project
TREND PhD School in GREEN NETWORKING
Politecnico di Torino, 1-5 July 2013
Dario Sabella Telecom Italia, Wireless Access Innovation dept.
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Presentation outline
� Motivation
� Mobile Energy Efficiency
� The simple truth about mobile Energy Efficiency…
� Telecom Italia commitment:
� EARTH project
� ETSI EE
� Other «green» activites
� 5GrEEn project (Toward Green 5G Mobile Networks)
� Conclusions
Dario Sabella 2
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Motivation
• Currently, 3% of the world-wide energy is consumed by ICT
Which causes about 2% of the world-wide CO2 emissions.
Comparable to airplanes
1/4 of CO2 emissions by cars
� In few words:
� …and Wireless communication approx. 15% of total ICT sector.
Dario Sabella 3
Today ICT CO2 equals global air
traffic contribution.
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Motivation
• Mobile broadband data usage has experienced dramatic growth.
• 1000× more capacity will be needed in 2020!
Dario Sabella 4
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Motivation
Telecom Italia is the second largest user of electric power in Italy (2.2 TWh/year) (*)
Dario Sabella 5
(*) S.Pileri, Energy and Communication: engine of the human progress,
INTELEC 2007 keynote, Rome, Sep. 2007.
�….and the price of electricity is continuously increasing! (EU + 10% annually).
� Impose increasing operational cost for operators.
(expected growth: 3x in 7 years)
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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Telecom Italia strictlyconfidentialand proprietary
Motivation
• ARPU on the other hand is decreasing,
and high bit rate services provide lower
revenues.
� Current growth is not sustainable.
� Economical operation of networks must
be ensured.
Dario Sabella 6
Source: EARTH D2.1: Economic and
Ecological Impact of ICT
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
� Energy Efficiency (EE) express the relationship between consumed power (or
energy) and the production of a certain selected KPI of interest.
� As an example considering KPI = Traffic, an EE metric can be expressed in the
following manner:
and in this case it express the consumed watt of power per transferred
traffic (in bps), or equivalently the energy per number of transferred bits.
� Depending on the purpose of the evaluation, also other KPI are possible.
Mobile Energy Efficiency 1/3
Dario Sabella 7
� ������
��
� ��� �
�������[W/bps] or [J/bit]
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
� Most of the today’s power consumption comes from the RAN:
� high number of sites
� high and not scalable base station consumptions
Breakdown of Carbon Footprint in Mobile Communications
Mobile Devices Manufacturing
Mobile Devices Operation
RAN sites manufact. & construction
RAN operation
Operator activities
Data centers
Mobile Energy Efficiency 2/3
� In mobile communication networks, a large part of the carbon footprint stems
from electricity consumption during operation and manufacturing.
Mobile Devices Manufacturing
Mobile Devices Operation
RAN sites manufact. & construction
RAN operation
Operator activities
Data centers
Dario Sabella 8
(2007)(2007)(2007)(2007)
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Mobile Energy Efficiency 3/3
� Radio access network energy consumption is a considerable portion of the
entire energy consumption of the mobile network, both considering already
deployed network but also growth forecasts due to the increasing mobile ultra-
broadband traffic demand.
� Areas of potential improvements:
Dario Sabella 9
at component / node level:
► Hardware improvements can give in a first stage the most of
the gains; in general each new HW generation is typically
more energy efficient but will reside unchanged in the network
for several years.
at system and network level:
► New functions, network management mechanisms and RRM
algorithms, features typically implemented in SW; potentially
can be upgraded and introduced in the network over the
lifetime of several HW generations.
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
� Up to now conventional design of Mobile Networks is performed by considering
full load (maximization of the capacity of the nodes; performances traditionally
evaluated in terms of spectral efficiency).
� But in practical situations the problem is that:
Source: EARTH D2.3
Energy Efficiency
analysis of the
reference systems,
areas of improvements
and target breakdown
The simple truth about mobile Energy Efficiency…
1. most of the time the
network is not loaded
2. in that period Base Stations
still consume a lot
Dario Sabella 10
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Mobile Energy Efficiency: Telecom Italia commitment
Due to the importance of the topic, Telecom Italia is involved in many activities:
Dario Sabella 11
� EU funded research projects:
� EARTH project (energy aware radio and networking
technologies): an FP7 EU project, partially funded by EC.
� 5GrEEn project (Towards Green 5G Mobile Networks)
� ETSI normative (ETSI EE, sub-group EEPS, Eco
Environmental Product Standards):
� TS 102 706: «Measurement Method for Energy
Efficiency of Wireless Access Network Equipment»
� Other «green» activities:
� LTE auction in Italy, DREAM project, power consumption
measurements, characterization of network nodes …
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
EARTH projectEARTH projectEARTH projectEARTH project
Dario Sabella 12
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Dario Sabella 13
Access NetworkMobile Core Network
Gateway (PDG, GGSN)
Media Server (IMS)
Base Station
Network Server (SGSN, HLR)
PSTInternet
70-80%2-10%10-20%Energy Consumption
(CO2-contribution)
Green Networks Green Radio
reduce by 50%
Focus on present and future mobile cellular networks (LTE-A,…)
Terminals
EARTH target
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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Telecom Italia strictlyconfidentialand proprietary
Dario Sabella 14
Telecom Italia involvement in EARTH project
Multi-RAT
Relay Nodes
QoS, Packet Scheduling
Test Plant
AAS and BF
ETSI, E3F, power model
Relay Nodes investigated as a
potential tool for improving EE
in network deployment
Deployment and evolution of
the mobile network together
with legacy systems
Design of innovative Packet
Scheduling algorithms in order to
improve the EE of the system
Evaluation of Active Antennas in
conjunction to Beamforming from
an EE perspective
Telecom Italia is WP leader of a workpackage dedicated
to proof of concepts and demonstration of selected
findings of the EARTH project
Telecom Italia contributions to reference
systems and scenarios, bringing in the views
from an operator perspective
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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Telecom Italia strictlyconfidentialand proprietary
Technical research in EARTH: our best technical result Design of innovative EE packet scheduler
As a first step, the performances of various classical scheduling algorithms taken from the literature have been
considered, as a basis for the assessment of further innovative energy aware algorithms.
EE gains of about 20202020----30% 30% 30% 30% at low load (sleep
mode during MBSFN subframes)
0%
10%
20%
30%
40%
50%
60%
70%
5 10 15 20 25 30 35
Number of average users per cell
Ga
in i
n t
erm
s o
f P
IN /
T
[W/M
bp
s]
Proportional Fair
Max C/I
0,00
0,10
0,20
0,30
0,40
0,50
0,60
0,70
0,80
0,90
1,00
5 users 35 users
Number of average users in the cell
Ja
in's
fa
rin
es
s i
nd
ex
Round Robin
Proportional Fair
Max C/I
Tradeoff between fairness and Energy Efficiency
(Proportional Fair algorithm is a compromise)
Relative gains up to 60%
(for Max C/I algorithm)
Thus an MBSFN switching mechanism (based on Max C/I
and taking into account fairness and QoS constraints) has
been investigated in order to improve the Energy Efficiency
at low load.
Energy savings can be achieved by means of the triggering
of sleep mechanisms during the data region of MBSFN radio
subframes (containing neither cell specific reference symbol
(CRS) nor data).
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Testing activities in EARTH: our Test PlantSome of the innovative solutions developed by EARTH project have been integrated in the
framework of WP5 activities, and showed at the Telecom Italia Test Plant.
EE enablers
Scheduling solutions in time
and frequency:
• Micro-DTX
• Bandwidth / Capacity Adaptation
• Low Loss Antenna Interface
Features Network mgmt methods
Energy Adaptive components:
Component Deactivation
Operating Point Adjustment
ON-OFF scheme:
Switch off-on LTE cells of RBS
Validation Platforms build up and Test Scenarios setup
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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Telecom Italia strictlyconfidentialand proprietary
EARTH validations in Telecom Italia Test Plant
� Test Plant in Turin hosted a testbench for the validation of a Network
Management algorithm based on a «ON/OFF scheme» implemented in a
centralized way in a cluster of cells.
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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Telecom Italia strictlyconfidentialand proprietary
ON/OFF schemes basics
� ON/OFF schemes are well known in literature:
The basic concept:
� Switching ON-OFF a BS (or multiple BSs) when load conditions let, while
maintaining the same QoS and QoE in the network
� Network deployments, calculated for peak traffic
� Minor quantity of network nodes in use
� Adjustment of power emitted by each BS
M. Aimone Marsan; L. Chiaraviglio; D. Ciullo; M. Meo:
“Optimal Energy Savings in Cellular Access Networks”, First International Workshop on
Green Communications (GreenComm'09) (Dresda, Germany) June 2009
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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Telecom Italia strictlyconfidentialand proprietary
Validation in TI Test Plant of the “ON/OFF scheme” (I)
Test Plant
infrastructure
Computer equipped
with the ON/OFF
scheme
“ON/OFF algorithms”
BS Power
consumption
is measured
Core Network LTE
Cell CCell B
Capability to switch
On/Off the Cell
SGW PDN-GW
Cell A
Data calls are
managed here
Traffic
generation
endpoints
UE1
UE2
UE3
RF matrixOUT1
OUT2
OUT3IN1 IN2 IN3
FTP Server
eNB
RS485
DC power measurement
Setup attenuations
AMOS element manager for:
• Monitoring of data traffic inside each cell
• Sending the ON/OFF commands to eNB for switching on-off the single cell
Data calls are
managed here
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Validation in TI Test Plant of the “ON/OFF scheme” (II)
Shielded boxLTE data cards
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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Telecom Italia strictlyconfidentialand proprietary
A challenging target…
� EARTH target is to reduce
energy consumption of new
nodes up to 50%: however this
will affect only new nodes!
� The big challenge is the energy
consumption of installed base
stations.
Source: EARTH D2.1: Economic and Ecological Impact of ICT
� But if OPEX with new nodes are
significantly lower, swapping to
new nodes can become
attractive…
Dario Sabella 21
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Key results from EARTH
� EU FP7 EARTH project 2010-2012
~75% energy savings vs 2012 state-of-the-art
� Received the Future Internet Award 2012
https://www.ict-earth.eu
Dario Sabella 22
B BH BHD BHDA BHDAS
Serie1 0.46 0.26 0.2 0.15 0.12
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0.5
P/A
[kW
/km
2]
-44%
-57%
-68%-74%
B: State-of-the-art 2012H: Hardware solutionsD: Discontinuous transmissionA: Antenna mutingS: Adaptive Sectorization
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
ETSI EEETSI EEETSI EEETSI EE
Dario Sabella 23
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
ETSI EE (Environmental Engineering)
� The Technical Committee EE (chairman B. Gorini, ALU) is responsible for defining the environmental and
infrastructure aspects for all telecommunication equipment in different installations.
� The Environmental activity covers:
� Environmental conditions on the telecommunication equipment (mechanical, biological and climatic)
� Active substances (mechanical and chemical)
� Equipment acoustic noise emission
� Environmental tests for all telecommunication equipment and facilities, including customer premises.
� Observation of European environmental legislation, in terms of ecological aspects, and assessing its
impact on Telecommunication infrastructure and equipment.
� Within ETSI EE is active the sub-group EEPS (Eco Environmental Product Standards Group, chairman P.
Gemma, Huawei), which deals with aspects of
� Reduction of energy consumption in telecommunications equipment and related infrastructure.
� Renewable energy sources for powering telecom/datacom equipment
Dario Sabella 24
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Dario Sabella 25
ETSI EE (Environmental Engineering)� In ETSI EE-EEPS a specification about Radio Base Stations energy efficiency
measurements has been agreed and released (EEPS TS 102 706).
� In October 2011 a new WI DTREE-EEPS002 was opened to study possible
enhancements of TS 102 706 wrt fading, dynamic GSM, multicarrier HSPA,…
� At the same time another WI was opened (DTREE-EEPS004) about network level energy
efficiency, led by Telecom Italia
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Other Other Other Other «greengreengreengreen» activitiesactivitiesactivitiesactivities
Dario Sabella 26
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Other «green» activities
LTE auction in Italy
� Obtainment of the discount of 3% foreseen by the Italian auction
for the LTE license
Dream project
� A modernization project with impacts on the energy efficiency
of the mobile network
EE measurements
� Measurements in laboratory
� Measurements in real network
Dario Sabella 27
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
15
5 5800 MHz
1800 MHz
2600 MHz
5
5
5 5
2600 TDD
5
5
15
5
5 5 55 5 55 5 55
5
5
1.260M€ 1.120M€1.260M€ 305M€
specific blockMHz
Results of the acquisition of LTE frequency (closing date: 29/09/2011)
Final value:
Other «green» activities: LTE auction in Italy
Dario Sabella 28
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
The starting point:
� Obtainment of the discount of 3% foreseen by the
Italian auction for the LTE license for the
implementation of energy efficiency measures in the
network
� Due to the overall cost of the LTE spectrum license,
i.e. 1260 M€, this aspect has a strong economic
impact for Telecom Italia.
See web link to the Italian Ministry of Sviluppo Economico:
http://www.sviluppoeconomico.gov.it/images/stories/documenti/Discip
linarevesrionedefinitiva.pdf
Other «green» activities: LTE auction in Italy
Dario Sabella 29
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia commitment:
Attainment of energy savings in 5 years of:
� 10 % in infrastructure parts (power systems, cooling, …)
� 20 % in transmission equipment (specifically radio access network)
Other «green» activities: LTE auction in Italy
timetA tB
Dario Sabella 30
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Other «green» activities: the DREAM project
Impacts on energy efficiency
� The modernization of RBS sites is expected to have a relevant impact in terms of energy
savings (Telecom Italia internal test activities are still ongoing)
upgrade
Swapped BTS
• 2G/3G/LTE RBS multistandard
• Increased Hardware efficiency
• Reduced footprint in the site
Dario Sabella 31
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Other «green» activities: EE measurements
EE measurements in laboratory
� A measurement campaign about EE on a RBS 3G took place end 2010 in TI Test Plant, also to
support activities in ETSI and EARTH
� Measurements relevant to evaluate RBS consumption, both at node and at site level, and to assess
the importance of dynamic measurements (w UEs) w.r.t. static measurements (w/o UEs)
EE measurements in real network
� Motivation: for a valuable EE assessment
RBS need to be in operational state and in
(as much as possible) realistic conditions,
in order to enable all features running on-
board when the RBS is deployed.
� This method permits also to inglobe in the
assessment an RBS implementing possible
future features (e.g. studied by EARTH)
Dario Sabella 32
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
5GrEEn project5GrEEn project5GrEEn project5GrEEn project
Dario Sabella 33
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
5GrEEn project (Toward Green 5G Mobile Networks)
5GrEEn is a project funded by EIT ICT Labs
Partners:
• Telecom Italia (Trento node)
• KTH (Stockholm node)
• AALTO University (Helsinki node)
• Ericsson (Stockholm node)
Dario Sabella 34
The project team will focus on designing
Green 5G Mobile networks, a clean slate
solution for environmentally friendly mobile
networks of the future for a “connected
society”.
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
5GrEEn project: Challenges/Solutions
• No green incentive: currently networks are optimized based on non-
energy related objectives
• Results: <0.4% fluctuation in energy consumption compared to >3.5X
fluctuation in traffic, due to
1. Non-scalable equipment
2. Lack of traffic adaptation at node & network level
• What is the solution: Holistic system approach in all levels of network
Hardware design
RRM techniques: Adaptation of radio transmission
Network deployment: Power consumption modeling + impact of densification
Network Management: Traffic adaptive BS activation
Dario Sabella 35
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
5GrEEn: the starting point… Lessons learned from EARTH project (task 3.4, Future Architecture)
Looking further ahead in time and beyond today’s existing system standards and typical
deployments, there are several promising design options and technology solutions that
may enable enhanced energy efficiency in future mobile radio systems.
► We have found that a revolutionary
concept, where the transmissions of
data and control information are
decoupled from each other (see FIGURE
18), can open the possibilities to more
efficient sleep modes by eliminating the
high signaling overhead (especially in
low load) and provide 85-90% energy
saving potential compared to today's
systems.
Dario Sabella 36
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Toward Green 5G Mobile Networks:
5GrEEn Activity Architecture
Test Beds, Testing Platforms & Simulation
ToolsStandards Booster
Mobility
Program
Task 1:
A new clean slate system architecture
Task 2:
Standardization
in 5GreenTask 3:
Mobility of
Researchers
Task 4:
Energy efficiency in
mobile access with
wireless-fiber
integration
Ericsson KTH
Technology Transfer
Program
Meetings,
Workshops
and
Conferences
Task 5:
Techno-economic
analysis of green
wireless access
networks
Task 6:
Sharing and
marketing of
the results
Task 7:
Energy and QoE
trade-off
Task 8:
Energy
efficiency
assessment in
5GrEEn
KTHTelecom Italia AALTO
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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Telecom Italia strictlyconfidentialand proprietary
5GrEEn Workplan and Goals
► Traffic adaptive solutions and deployment strategies in 5G.
► New physical layer signaling and higher layer protocols with minimizing energy
consumption.
► Modeling of the cost structure of wireless access networks, including the
backhaul, with particular focus on the energy cost.
► Optimizing the trade-off between QoE and energy-efficiency in converged
mobile access networks
► Network level energy efficiency assessment to allow operators to apprehend
their current status.
Dario Sabella 38
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
ConclusionsConclusionsConclusionsConclusions
Dario Sabella 39
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
Conclusions
� Energy efficiency is crucial for a sustainable growth of the mobile network.
� Telecom Italia is actively involved in EU projects (EARTH, 5GrEEn), in normative
(ETSI EE) and in internal «green» activities in order to:
� analyze all aspects related to the EE assessment
� evaluate innovative solutions
� quantify the associated EE gains
� In the view of an growing network the energy efficiency of new nodes is important.
� Also a big challenge is the energy consumption of installed base stations: swapping
to new nodes can be a key point.
Dario Sabella 40
� The improvement of energy efficiency at every level is crucial
for a sustainable growth of the mobile network.
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
…The role of ICT in a greenergreenergreenergreener world
Source: Smart 2020 report by Global
e-Sustainability Initiative (GeSI)
Opportunity to reduce consumption:
powerpowerpowerpower – sensors in grids monitor distribution of
power (e.g In India tested with 15 % savings).
Potential 2 GtCO2e a year saving.
transporttransporttransporttransport – smart track logistics. In Europe 60% of fleet
composed by small companies with less than 6
trucks. Can save 1.52 GtCO2e a year.
manufacturingmanufacturingmanufacturingmanufacturing – smart controls for more efficient motor
systems in factory (e.g. China can save 200 MtCO2e
a year).
technological substitutions technological substitutions technological substitutions technological substitutions – virtualization and
dematerializing goods (CDs, DVDs, book, paper,
magazine). 0.5 GtCO2e saved.
buildingsbuildingsbuildingsbuildings – automation and networks for lighting,
heating, ventilation. Up to 1.68 GtCO2e saved.
Dario Sabella 41
GRUPPO TELECOM ITALIA
Thank you!
Dario Sabella____________________________________TELECOM ITALIATelecom Italia Lab (TILAB)Wireless Access Innovation
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
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BACKUP SLIDESBACKUP SLIDESBACKUP SLIDESBACKUP SLIDES
TREND PhD School in GREEN NETWORKING – Politecnico di Torino, 1-5 July 2013
Telecom Italia strictlyconfidentialand proprietary
Telecom Italia strictlyconfidentialand proprietary
BACKUP: energy efficiency in LTE Radio Base Stations
� Power consumption models for different kind of nodes (source EARTH).
Dario Sabella 44