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Rouzbeh Razavi
Small Cell Deployments: Impacts on the Energy Efficiency
Traffic growth for communication networks
10-1
100
101
102
103
Tra
ffic
(Tb/
s)
Wireless Voice
P2P
Wireless data
grows fastest
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
2010 2015 202010-2
10
YearData from: RHK, McKinsey-JPMorgan, AT&T, MINTS, Arbor, ALU, and Bell Labs Analysis: Linear regression on log(traffic growth rate) versus log(time) with Bayesian learning to compute uncertainity.
Transition to LTE will increase capacity trough more spectrum, better scheduling, and MIMO, but these gains are not sufficient.
Energy consumption of networks will become an increasing problem. “More of the same” will not be good enough.
How can we address these
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
address these problems?
Historic Capacity Gains in Wireless Networks
Wireless Network Capacity Gains 1950-200015x by using more spectrum (3 GHz vs 150 Mhz)
5x from better voice coding
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5x from better voice coding
5x from better MAC and modulation methods
2700x from smaller cells
Total gain 1 million fold
Source: William Webb, Ofcom.
Small Cells - A Necessary Topology Evolution for Future Data Growth
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
Moving to hierarchical cell structures with small cells can:
• Significantly increase the capacity in the same bandwidth
• Significantly reduce the energy consumption of networks
How can Small Cells improve
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
improve Energy Efficiency?
Impact of femtocells on the network energy consumption• Telecommunications is a large consumer of energy (e.g. Telecom Italia uses 1% of Italy’s total energy consumption, NTT uses 0.7% of Japan’s total energy consumption)
Opportunity:
Small cells have the potential to reduce the transmit power required for serving a user by a factor in the order of 103 compared to macrocells.
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
Small cells can provide significant capacity improvement in hotzone areas where traffic demand is high and hence can replace traditional cumbersome macrocells
Due to their reduced coverage, small cells normally serves fewer users and hence enable significant reduction of power consumption if efficient idle modeprocedures are enabled
Source: BBC News - How the world is changing
Methodology & Model
Given the traffic demand map for an area, find out the optimal network topology in terms of the number and the transmit power of macrocell and small cell required
Consider variations of hourly traffic demand to enable investigation of idle mode procedures
System Model:
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
PNo_Load PTotal
Total
NoLoad
PP
=γSmallcellTotal
MacrocellTotal
P
P=α
60.0,55.0
][7.14
][1350
:
==
=
=
MacroMacro
SmallcellTotal
MacroTotal
WP
WP
ValuesTypical
γγ
Energy Consumption Improvements
5
6
7
8
9
10x 10
4
Tota
l Pow
er [W
]
Macrocells OnlyPIF Macrocells=15%, PIF Smallcells=15%, γm=0.4, γs=0.4
PIF Macrocells=30%, PIF Smallcells=30%, γm=0.2, γs=0.3
PIF Macrocells=50%, PIF Smallcells=50%, γm=0.2, γs=0.05
Observations
Significant power reduction gains as the traffic demand increases (Small Cells can replace macrocells)
Improving the idle mode energy efficiency of small cells (γs) is significantly rewarding
Factor of 45.7 Energy Reduction
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
2010 2011 2012 2013 2014 2015 20160
1
2
3
4
Year
Tota
l Pow
er [W
]
γs)
Challenge
Maintaining high Quality of Service (QoS) while enabling efficient idle mode procedures for small cells
References: [1] R. Razavi and H. Claussen, “Urban Small Cell Deployments: Impact on the Network Energy Consumption" in Proc. IEEE Wireless Communications and
Networking Conference (WCNC),Paris, France, Apr. 2012.
Reducing energy consumptionIdle mode procedures for Small CellsWhen femtocells become more widely deployed, their energy consumption becomes a concern.
Idle mode procedures can:• Significantly reduce energy consumption
• Reduce power density in the home
• Reduce mobility procedures and associated
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
• Reduce mobility procedures and associated signalling
• Reduce interference caused by pilot transmissions
References: [1] I. Ashraf, L. T. W. Ho, and H. Claussen, “Improving energy efficiency of femtocell base stations via user activity detection," in Proc. IEEE Wireless Communications
and Networking Conference (WCNC), Sydney, Australia, Apr. 2010.
[2] H. Claussen, I. Ashraf, and L. T. W. Ho, “Dynamic idle mode procedures for femtocells," Bell Labs Technical Journal, to be published in 2010.
Femtocell activation based on noise rise from active UE allows to activate the femto only for serving a call
Challenges and Ongoing Research
Enabling idle mode for small cells requires
- Efficient algorithms to enable sleeping/ awaking
- Modular hardware design that allow independent operation of components
- Hardware design that fulfil the time to reconfigure requirements after awaking
- Self-configuration/Optimisation algorithms that
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- Self-configuration/Optimisation algorithms that can swiftly adapt to the environment changes after awaking
Femtocell energy consumption - Today Femtocell energy consumption – Optimized design
What is the future for
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future forMacrocells?
lightRadio Cube and Active Antenna Array
lightRadio
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lightRadiocube
Active Antenna Array
Digital link
What Do We Mean By lightRadio AAA? Part I: “Invisible infrastructure” co-locating the
RF with the antenna
XXXXXXX
Remote Radio
Conventional Node B site
RF
XXXXXXX
Distributed Node B site
⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧⌧
AAA Node B site
Active Antenna
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Radio Head
CPRICPRI
Move RF toantenna
OR Cloud
Integration
Reduces Energy consumption by ~50%
What Do We Mean By lightRadio AAA? Part II: Places a “lightRadio cube” transceiver behind
each antenna element
•Pico Cell
•Macrocell
•Micro Cell (SNAP)RF
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•Macrocell upgrade
Innovative Designscan result significant additional reductions of energy consumption
for macrocells
Ethernet or CPRI
Remarks & Conclusions• Wireless data traffic is increasing significantly in the future.
– Energy consumption of networks becomes a major problem.
• Small cells are a necessary topology evolution for future data growth and for reducing energy consumption.
– Compared to an architecture consisting of only macrocells a hybrid deployment results in significant energy reduction gains
– Idle mode procedures in combination with a modular hardware design are essential.
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.
essential.
– Future research focuses on modular hardware and software design of small cells that that can enable efficient idle mode procedures
• Light Radio can improve energy efficiency of base-stations.
– Removing cable losses by integrating RF part and antenna into the “lightRadio Cube” reduces energy consumption by ~50%.
– Individual control of antenna elements enables large scale antenna systems which can significantly reduce the energy consumption for macrocells.
COPYRIGHT © 2011 ALCATEL-LUCENT. ALL RIGHTS RESERVED.