Energy‐efficiency maximisation for cooperative and non‐cooperative OFDMA cellular networks—a survey

In this survey, techniques to enhance energy efficiency EE in orthogonal frequency division multiple access OFDMA and orthogonal frequency division multiplexing OFDM systems, with or without the utilisation of the cooperative network paradigm, considering also the features provided in the standards of modern cellular wireless networks, such as LTE-Advanced and WiMAX, are discussed. For the non-cooperative EE maximisation case, we summarise resource allocation problems and also describe some techniques that can be combined with the basic power/subcarrier allocation problems. When considering the cooperative OFDMA case, we first discuss four basic variables that arise with the relay station implantation, and after that, other features are also listed, which can be combined with the previously discussed issues. Finally, we review some of the standardisation documents available for fourth-generation systems in order to obtain system parameters and simulation scenarios, discuss some methods to analyse and solve the optimisation problems that can be proposed with the aforementioned techniques and then point out important open trends and research challenges in the EE maximisation problem considering OFDMA scenario. Copyright © 2014 John Wiley & Sons, Ltd.

[1]  Mahmoud H. Ismail,et al.  On the relay placement problem in a multi-cell LTE-Advanced system with co-channel interference , 2012, 2012 IEEE 8th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).

[2]  Lutz H.-J. Lampe,et al.  Opportunistic Energy Efficient Cooperative Communication , 2012, IEEE Wireless Communications Letters.

[3]  Cheng-Xiang Wang,et al.  Energy-Efficient Subcarrier-and-Bit Allocation in Multi-User OFDMA Systems , 2012, 2012 IEEE 75th Vehicular Technology Conference (VTC Spring).

[4]  H. Vincent Poor,et al.  Energy efficiency in multi-hop CDMA networks: a game theoretic analysis , 2006, 12th International Conference on Parallel and Distributed Systems - (ICPADS'06).

[5]  Hui Liu,et al.  An iterative two-step algorithm for energy efficient resource allocation in multi-cell OFDMA networks , 2013, 2013 IEEE Wireless Communications and Networking Conference (WCNC).

[6]  Yang Yang,et al.  Relay technologies for WiMax and LTE-advanced mobile systems , 2009, IEEE Communications Magazine.

[7]  Jun Cai,et al.  Energy Efficiency and Spectral-Efficiency Tradeoff in Amplify-and-Forward Relay Networks , 2013, IEEE Transactions on Vehicular Technology.

[8]  Andreas F. Molisch,et al.  Energy-Efficient Cooperative Relaying over Fading Channels with Simple Relay Selection , 2008, IEEE Transactions on Wireless Communications.

[9]  Lajos Hanzo,et al.  Green radio: radio techniques to enable energy-efficient wireless networks , 2011, IEEE Communications Magazine.

[10]  Zaher Dawy,et al.  A Survey on Uplink Resource Allocation in OFDMA Wireless Networks , 2012, IEEE Communications Surveys & Tutorials.

[11]  Taufik Abrão,et al.  Interference-Limited Fixed Relaying-Aided Macrocellular CDMA Networks , 2013 .

[12]  Ying Ju,et al.  Energy efficient cross-layer resource allocation scheme based on potential games in LTE-A , 2012, The 15th International Symposium on Wireless Personal Multimedia Communications.

[13]  Gang Feng,et al.  Cost-Efficient Deployment of Relays for LTE-Advanced Cellular Networks , 2011, 2011 IEEE International Conference on Communications (ICC).

[14]  Zabih Ghassemlooy,et al.  Green-inspired hybrid base transceiver station architecture with joint FSO/RF wireless backhauling and basic access signaling for next-generation metrozones , 2013 .

[15]  Sampath Rangarajan,et al.  Adaptive resource scheduling in wireless OFDMA relay networks , 2012, 2012 Proceedings IEEE INFOCOM.

[16]  Xiaowei Gu,et al.  On the Energy Efficiency Optimality of OFDMA for SISO-OFDM Downlink System , 2013, IEEE Communications Letters.

[17]  Sungsoo Park,et al.  QoS-guaranteed Transmission Scheme Selection for OFDMA Multi-hop Cellular Networks , 2007, 2007 IEEE International Conference on Communications.

[18]  Cong Xiong,et al.  Energy- and Spectral-Efficiency Tradeoff in Downlink OFDMA Networks , 2011, IEEE Transactions on Wireless Communications.

[19]  Mischa Dohler,et al.  Cooperative Communications: Hardware, Channel and PHY , 2010 .

[20]  Mischa Dohler,et al.  Cooperative Communications : Hardware , Channel & PHY , 2009 .

[21]  Cong Xiong,et al.  Energy-Efficient Resource Allocation in OFDMA Networks , 2012, IEEE Transactions on Communications.

[22]  Woon Hau Chin Energy efficiency of OFDM systems using shorten-and-forward in outdoor-to-indoor relaying scenarios with short guard intervals , 2012, 2012 19th IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT).

[23]  Wu Tong,et al.  Power Allocation and Subcarrier Pairing Algorithm for Regenerative OFDM Relay System , 2007, 2007 IEEE 65th Vehicular Technology Conference - VTC2007-Spring.

[24]  Roy D. Yates,et al.  Bandwidth Sharing for Relaying in Cellular Systems , 2012, IEEE Transactions on Wireless Communications.

[25]  Taneli Riihonen,et al.  Evaluation of OFDM(A) Relaying Protocols: Capacity Analysis in Infrastructure Framework , 2012, IEEE Transactions on Vehicular Technology.

[26]  Chenyang Yang,et al.  Energy Efficient OFDM Relay Systems , 2013, IEEE Transactions on Communications.

[27]  Richard Demo Souza,et al.  Energy efficiency contours for amplify-and-forward and decode-and-forward cooperative protocols , 2012, 2012 8th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP).

[28]  H. Vincent Poor,et al.  An energy-efficient approach to power control and receiver design in wireless data networks , 2005, IEEE Transactions on Communications.

[29]  Lajos Hanzo,et al.  Achieving Maximum Energy-Efficiency in Multi-Relay OFDMA Cellular Networks: A Fractional Programming Approach , 2013, IEEE Transactions on Communications.

[30]  Luís M. Correia,et al.  MIMO strategies for energy efficient transmission in LTE pico-cell environments , 2012, SoftCOM 2012, 20th International Conference on Software, Telecommunications and Computer Networks.

[31]  Attahiru Sule Alfa,et al.  Power allocation framework for OFDMA-based relay-enhanced cellular networks , 2013, 2013 IEEE 10th Consumer Communications and Networking Conference (CCNC).

[32]  Thiago Martins de Moraes,et al.  Advanced relaying concepts for future wireless networks , 2012, 2012 Future Network & Mobile Summit (FutureNetw).

[33]  Wan Choi,et al.  Cooperative Cellular Wireless Networks: Partial information relaying and relaying in 3GPP LTE , 2011 .

[34]  Andrea J. Goldsmith,et al.  A Game-Theoretic Approach to Energy-Efficient Modulation in CDMA Networks with Delay QoS Constraints , 2007, IEEE Journal on Selected Areas in Communications.

[35]  Guocong Song,et al.  Joint channel-aware and queue-aware data scheduling in multiple shared wireless channels , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[36]  Derrick Wing Kwan Ng,et al.  Dynamic Resource Allocation in OFDMA Systems with Full-Duplex and Hybrid Relaying , 2011, 2011 IEEE International Conference on Communications (ICC).

[37]  Gerhard Fettweis,et al.  Green Resource Allocation to Minimize Receiving Energy in OFDMA Cellular Systems , 2012, IEEE Communications Letters.

[38]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[39]  Mamoru Sawahashi,et al.  Coordinated multipoint transmission/reception techniques for LTE-advanced [Coordinated and Distributed MIMO] , 2010, IEEE Wireless Communications.

[40]  Nasreen Badruddin,et al.  Capacity improvement in a CDMA system using relaying , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[41]  Xiongwen Zhao,et al.  WINNER II Channel Models Part I Channel Models , 2022 .

[42]  Lihua Li,et al.  Energy-Efficient Relay Selection and Optimal Relay Location in Cooperative Cellular Networks with Asymmetric Traffic , 2010, ArXiv.

[43]  Xiaohui Chen,et al.  Energy-Efficient Link Adaptation on Rayleigh Fading Channel for OSTBC MIMO System With Imperfect CSIT , 2013, IEEE Transactions on Vehicular Technology.

[44]  Derrick Wing Kwan Ng,et al.  Resource Allocation and Scheduling in Multi-Cell OFDMA Systems with Decode-and-Forward Relaying , 2011, IEEE Transactions on Wireless Communications.

[45]  J. Nicholas Laneman,et al.  Cooperative diversity in wireless networks: algorithms and architectures , 2002 .

[46]  Alagan Anpalagan,et al.  Power allocation in decode and forward relaying for green cooperative cognitive radio systems , 2013, 2013 IEEE Wireless Communications and Networking Conference (WCNC).

[47]  John S. Thompson,et al.  Energy and cost impacts of relay and femtocell deployments in long-term-evolution advanced , 2011, IET Commun..

[48]  Carlos Silva,et al.  Cost Assessment and Optimization Methods for Multi-Node Radio Access Networks , 2008, VTC Spring 2008 - IEEE Vehicular Technology Conference.

[49]  Andrea J. Goldsmith,et al.  Energy-efficiency of MIMO and cooperative MIMO techniques in sensor networks , 2004, IEEE Journal on Selected Areas in Communications.

[50]  Armin Wittneben,et al.  Power Allocation Schemes for Amplify-and-Forward MIMO-OFDM Relay Links , 2007, IEEE Transactions on Wireless Communications.

[51]  Gerhard Fettweis,et al.  Energy-Efficient Link Adaptation on a Rayleigh Fading Channel with Receiver CSI , 2011, 2011 IEEE International Conference on Communications (ICC).

[52]  Aggelos Bletsas,et al.  A simple Cooperative diversity method based on network path selection , 2005, IEEE Journal on Selected Areas in Communications.

[53]  Jeffrey G. Andrews,et al.  Fundamentals of WiMAX: Understanding Broadband Wireless Networking , 2007 .

[54]  Sihai Zhang,et al.  A stochastic geometry approach to energy efficiency in relay-assisted cellular networks , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).

[55]  Xiaodong Wang,et al.  Low-overhead scheduling algorithms for OFDMA relay networks , 2008, WICON 2008.

[56]  Derrick Wing Kwan Ng,et al.  Cross-Layer Scheduling for OFDMA Amplify-and-Forward Relay Networks , 2010, IEEE Trans. Veh. Technol..

[57]  Marco Caretti,et al.  Energy Efficiency in LTE-Advanced Networks with Relay Nodes , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[58]  Geoffrey Ye Li,et al.  Fundamental trade-offs on green wireless networks , 2011, IEEE Communications Magazine.

[59]  Min Chen,et al.  Multiuser two-way relaying: detection and interference management strategies , 2009, IEEE Transactions on Wireless Communications.

[60]  Firooz B. Saghezchi,et al.  Energy efficiency of downlink packet scheduling in CoMP , 2015, Trans. Emerg. Telecommun. Technol..

[61]  Cem U. Saraydar,et al.  Efficient power control via pricing in wireless data networks , 2002, IEEE Trans. Commun..

[62]  S. Haykin,et al.  Modern Wireless Communications , 1939, Nature.

[63]  Andrea J. Goldsmith,et al.  On Optimal Relay Placement and Sleep Control to Improve Energy Efficiency in Cellular Networks , 2011, 2011 IEEE International Conference on Communications (ICC).

[64]  H. Vincent Poor,et al.  Transmitter Waveform and Widely Linear Receiver Design: Noncooperative Games for Wireless Multiple-Access Networks , 2010, IEEE Transactions on Information Theory.

[65]  X. Zhang,et al.  On the study of fundamental trade‐offs between QoE and energy efficiency in wireless networks , 2013, Trans. Emerg. Telecommun. Technol..

[66]  Fredrik Rusek,et al.  Iterative receivers with channel estimation for multi-user MIMO-OFDM: complexity and performance , 2012, EURASIP Journal on Wireless Communications and Networking.

[67]  H. Vincent Poor,et al.  Energy Efficient Communications in CDMA Networks: A Game Theoretic Analysis Considering Operating Costs , 2006, IEEE Transactions on Signal Processing.

[68]  Taneli Riihonen,et al.  Hybrid Full-Duplex/Half-Duplex Relaying with Transmit Power Adaptation , 2011, IEEE Transactions on Wireless Communications.

[69]  Derrick Wing Kwan Ng,et al.  Energy-Efficient Resource Allocation in OFDMA Systems with Large Numbers of Base Station Antennas , 2012, IEEE Trans. Wirel. Commun..

[70]  Muhammad Ali Imran,et al.  Cellular Energy Efficiency Evaluation Framework , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[71]  Lajos Hanzo,et al.  OFDM and MC-CDMA for Broadband Multi-User Communications, WLANs and Broadcasting , 2003 .

[72]  Geoffrey Ye Li,et al.  Distributed Interference-Aware Energy-Efficient Power Optimization , 2011, IEEE Transactions on Wireless Communications.

[73]  Il-Min Kim,et al.  Joint Relay Selection and Relay Ordering for DF-Based Cooperative Relay Networks , 2012, IEEE Transactions on Communications.

[74]  Qing Chen,et al.  Energy Efficiency Analysis in Amplify-And-Forward and Decode-And-Forward Cooperative Networks , 2010, 2010 IEEE Wireless Communication and Networking Conference.

[75]  Eduard A. Jorswieck,et al.  Energy-Efficient Power Control and Receiver Design in Relay-Assisted DS/CDMA Wireless Networks via Game Theory , 2011, IEEE Communications Letters.

[76]  Preben E. Mogensen,et al.  Traffic models impact on OFDMA scheduling design , 2012, EURASIP J. Wirel. Commun. Netw..

[77]  Preben E. Mogensen,et al.  Deployment of LTE In-Band Relay and Micro Base Stations in a Realistic Metropolitan Scenario , 2011, 2011 IEEE Vehicular Technology Conference (VTC Fall).

[78]  Tae-Jin Lee,et al.  Multiuser Two Way Relaying Schemes in the Future Cellular Network , 2013, IEEE Transactions on Wireless Communications.

[79]  Derrick Wing Kwan Ng,et al.  Energy-Efficient Resource Allocation in Multi-Cell OFDMA Systems with Limited Backhaul Capacity , 2012, IEEE Trans. Wirel. Commun..

[80]  Tiejun J. Xia,et al.  Flexible architectures for optical transport nodes and networks , 2010, IEEE Communications Magazine.

[81]  Chenyang Yang,et al.  Is Two-Way Relay More Energy Efficient? , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[82]  Hyukmin Son,et al.  An Efficient FRS-Cooperative Strategy with No CSIT in OFDM-Based Networks , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[83]  Song Ci,et al.  Battery Capacity Footprinting and Optimization Analysis for Wireless Multimedia Communication , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[84]  Taneli Riihonen,et al.  SINR analysis of full-duplex OFDM repeaters , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[85]  Luís M. Correia,et al.  MIMO gain and energy efficiency in LTE , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[86]  Ekram Hossain,et al.  Cooperative Cellular Wireless Networks: Cooperative communications in OFDM and MIMO cellular relay networks: issues and approaches , 2011 .

[87]  Jeffrey G. Andrews,et al.  Fundamentals of WiMAX: Understanding Broadband Wireless Networking (Prentice Hall Communications Engineering and Emerging Technologies Series) , 2007 .

[88]  Gerhard Fettweis,et al.  Cooperative Cellular Wireless Networks: Green communications in cellular networks with fixed relay nodes , 2011 .

[89]  Yifei Yuan,et al.  IMT-advanced relay standards [WiMAX/LTE Update] , 2010, IEEE Communications Magazine.

[90]  Tho Le-Ngoc,et al.  Energy-efficient resource and power allocation for uplink multi-user OFDM systems , 2012, 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC).

[91]  Erik G. Larsson,et al.  Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems , 2011, IEEE Transactions on Communications.

[92]  Giuseppa Alfano,et al.  Energy-efficient non-cooperative resource allocation in multi-cell OFDMA systems with multiple base station antennas , 2011, 2011 IEEE Online Conference on Green Communications.

[93]  Wanshi Chen,et al.  Relaying operation in 3GPP LTE: challenges and solutions , 2012, IEEE Communications Magazine.

[94]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[95]  Aakanksha Chowdhery,et al.  Cooperative Wireless Multicell OFDMA Network with Backhaul Capacity Constraints , 2011, 2011 IEEE International Conference on Communications (ICC).

[96]  Abhay Karandikar,et al.  Optimal relay placement for cellular coverage extension , 2011, 2011 National Conference on Communications (NCC).

[97]  Hyungsik Ju,et al.  Improving efficiency of resource usage in two-hop full duplex relay systems based on resource sharing and interference cancellation , 2009, IEEE Transactions on Wireless Communications.

[98]  Werner Dinkelbach On Nonlinear Fractional Programming , 1967 .

[99]  Jordi Pérez-Romero,et al.  Energy and spectral efficiencies trade‐off with filter optimisation in multiple access interference‐aware networks , 2015, Trans. Emerg. Telecommun. Technol..

[100]  H. Vincent Poor,et al.  Joint Receiver and Transmitter Optimization for Energy-Efficient CDMA Communications , 2007, IEEE Journal on Selected Areas in Communications.

[101]  Gerhard Fettweis,et al.  Energy-efficient link adaptation on parallel channels , 2011, 2011 19th European Signal Processing Conference.

[102]  M. Nivedita,et al.  Efficient relay station placement strategy for broadband wireless networks - 4G , 2012, 2012 International Conference on Recent Trends in Information Technology.

[103]  Leonard J. Cimini,et al.  Energy-efficient best-select relaying in wireless cooperative networks , 2012, 2012 46th Annual Conference on Information Sciences and Systems (CISS).

[104]  Balasubramaniam Natarajan,et al.  Energy Efficiency of Cooperative SIMO Schemes -Amplify Forward and Decode Forward , 2009, 2009 Proceedings of 18th International Conference on Computer Communications and Networks.

[105]  Jiannong Cao,et al.  Optimal Resource Allocation for Reliable and Energy Efficient Cooperative Communications , 2013, IEEE Transactions on Wireless Communications.

[106]  Sumei Sun,et al.  Power Efficient Resource Allocation for Downlink OFDMA Relay Cellular Networks , 2012, IEEE Transactions on Signal Processing.

[107]  Hongyu Wang,et al.  An energy-efficient relay selection strategy based on optimal relay location for AF cooperative transmission , 2012, WOWMOM.

[108]  Peiying Zhu,et al.  Multi-hop Relay System Evaluation Methodology (Channel Model and Performance Metric) , 2007 .

[109]  L. Dossi,et al.  Improving Energy Efficiency in Multi-Cell OFDMA Networks , 2012, 2012 8th International Conference on Wireless Communications, Networking and Mobile Computing.

[110]  Derrick Wing Kwan Ng,et al.  Dynamic Resource Allocation in MIMO-OFDMA Systems with Full-Duplex and Hybrid Relaying , 2012, IEEE Transactions on Communications.

[111]  Simone Redana,et al.  In-band and out-band relaying configurations for dual-carrier LTE-advanced system , 2011, 2011 IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communications.

[112]  Aria Nosratinia,et al.  1 Network architectures and research issues in cooperative cellular wireless networks , 2011 .

[113]  Il-Min Kim,et al.  Relay ordering in a multi-hop cooperative diversity network , 2009, IEEE Transactions on Communications.