A Survey of Energy-Efficient Techniques for 5G Networks and Challenges Ahead

After about a decade of intense research, spurred by both economic and operational considerations, and by environmental concerns, energy efficiency has now become a key pillar in the design of communication networks. With the advent of the fifth generation of wireless networks, with millions more base stations and billions of connected devices, the need for energy-efficient system design and operation will be even more compelling. This survey provides an overview of energy-efficient wireless communications, reviews seminal and recent contribution to the state-of-the-art, including the papers published in this special issue, and discusses the most relevant research challenges to be addressed in the future.

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[51]  Matti Latva-aho,et al.  Precoding for Full Duplex Multiuser MIMO Systems: Spectral and Energy Efficiency Maximization , 2013, IEEE Transactions on Signal Processing.

[52]  Eduard A. Jorswieck,et al.  A Novel Power Consumption Model for Effective Energy Efficiency in Wireless Networks , 2016, IEEE Wireless Communications Letters.

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[54]  Aylin Yener,et al.  Optimum Transmission Policies for Battery Limited Energy Harvesting Nodes , 2010, IEEE Transactions on Wireless Communications.

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[57]  Zhu Han,et al.  Wireless Networks With RF Energy Harvesting: A Contemporary Survey , 2014, IEEE Communications Surveys & Tutorials.

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[59]  Antonia Maria Tulino,et al.  Energy Efficient Power Control in Impulse Radio UWB Wireless Networks , 2007, IEEE Journal of Selected Topics in Signal Processing.

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[65]  Taewon Hwang,et al.  Energy-Efficient Power Control of Cognitive Femto Users for 5G Communications , 2016, IEEE Journal on Selected Areas in Communications.

[66]  Aylin Yener,et al.  Sum-rate optimal power policies for energy harvesting transmitters in an interference channel , 2011, Journal of Communications and Networks.

[67]  Giuseppe Caire,et al.  Caching Eliminates the Wireless Bottleneck in Video-Aware Wireless Networks , 2014, ArXiv.

[68]  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.

[69]  Vincent K. N. Lau,et al.  Decentralized Delay Optimal Control for Interference Networks With Limited Renewable Energy Storage , 2012, IEEE Transactions on Signal Processing.

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

[71]  Erik G. Larsson,et al.  Performance of the Wideband Massive Uplink MIMO with One-Bit ADCs , 2016, ArXiv.

[72]  Robert W. Heath,et al.  Energy-Efficient Hybrid Analog and Digital Precoding for MmWave MIMO Systems With Large Antenna Arrays , 2015, IEEE Journal on Selected Areas in Communications.

[73]  Ming Chen,et al.  Distributed Energy-Efficient Power Optimization for CoMP Systems With Max-Min Fairness , 2014, IEEE Communications Letters.

[74]  Jing Lv,et al.  Energy-efficient MIMO underlay spectrum sharing with rate splitting , 2014, 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[75]  Jeffrey G. Andrews,et al.  Seven ways that HetNets are a cellular paradigm shift , 2013, IEEE Communications Magazine.

[76]  Pan Cao,et al.  Energy Efficiency Optimization in Relay-Assisted MIMO Systems With Perfect and Statistical CSI , 2013, IEEE Transactions on Signal Processing.

[77]  Vera Stavroulaki,et al.  5G on the Horizon: Key Challenges for the Radio-Access Network , 2013, IEEE Vehicular Technology Magazine.

[78]  Dong Liu,et al.  Energy Efficiency of Downlink Networks With Caching at Base Stations , 2015, IEEE Journal on Selected Areas in Communications.

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

[80]  Erik G. Larsson,et al.  Massive MIMO for next generation wireless systems , 2013, IEEE Communications Magazine.

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[82]  Emil Björnson,et al.  Optimal Design of Energy-Efficient Multi-User MIMO Systems: Is Massive MIMO the Answer? , 2014, IEEE Transactions on Wireless Communications.

[83]  Luca Sanguinetti,et al.  Energy-Aware Competitive Power Allocation for Heterogeneous Networks Under QoS Constraints , 2014, IEEE Transactions on Wireless Communications.

[84]  Derrick Wing Kwan Ng,et al.  Wireless Information and Power Transfer: Energy Efficiency Optimization in OFDMA Systems , 2013, IEEE Transactions on Wireless Communications.

[85]  Geoffrey Ye Li,et al.  Energy Efficiency Optimization in Licensed-Assisted Access , 2016, IEEE Journal on Selected Areas in Communications.

[86]  Wei Chen,et al.  Smoothed $L_p$-Minimization for Green Cloud-RAN With User Admission Control , 2015, IEEE Journal on Selected Areas in Communications.

[87]  Lena Wosinska,et al.  Joint Design of Radio and Transport for Green Residential Access Networks , 2016, IEEE Journal on Selected Areas in Communications.

[88]  Michele Zorzi,et al.  Optimal Adaptive Random Multiaccess in Energy Harvesting Wireless Sensor Networks , 2014, IEEE Transactions on Communications.

[89]  Luca Venturino,et al.  Energy-Aware and Rate-Aware Heuristic Beamforming in Downlink MIMO OFDMA Networks With Base-Station Coordination , 2015, IEEE Transactions on Vehicular Technology.

[90]  Cheng-Xiang Wang,et al.  Energy Efficiency Optimization of 5G Radio Frequency Chain Systems , 2016, IEEE Journal on Selected Areas in Communications.

[91]  Chankyun Lee,et al.  Traffic off-balancing algorithm for energy efficient networks , 2011, 2011 Asia Communications and Photonics Conference and Exhibition (ACP).

[92]  R. Couillet,et al.  Random Matrix Methods for Wireless Communications: Estimation , 2011 .

[93]  Muhammad Ali Imran,et al.  Energy Efficiency Benefits of RAN-as-a-Service Concept for a Cloud-Based 5G Mobile Network Infrastructure , 2014, IEEE Access.

[94]  Kee Chaing Chua,et al.  Wireless information transfer with opportunistic energy harvesting , 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

[95]  Deniz Gündüz,et al.  A general framework for the optimization of energy harvesting communication systems with battery imperfections , 2011, Journal of Communications and Networks.

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[97]  Panayotis Mertikopoulos,et al.  Learning to Be Green: Robust Energy Efficiency Maximization in Dynamic MIMO–OFDM Systems , 2015, IEEE Journal on Selected Areas in Communications.

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[99]  Ali A. Nasir,et al.  Relaying Protocols for Wireless Energy Harvesting and Information Processing , 2012, IEEE Transactions on Wireless Communications.

[100]  Shaoen Wu,et al.  Visible light communications for 5G wireless networking systems: from fixed to mobile communications , 2014, IEEE Network.

[101]  Navrati Saxena,et al.  Traffic-Aware Cloud RAN: A Key for Green 5G Networks , 2016, IEEE Journal on Selected Areas in Communications.

[102]  Man Hon Cheung,et al.  Power-Delay Tradeoff With Predictive Scheduling in Integrated Cellular and Wi-Fi Networks , 2015, IEEE Journal on Selected Areas in Communications.

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

[104]  Athanasios V. Vasilakos,et al.  Power Minimization Based Resource Allocation for Interference Mitigation in OFDMA Femtocell Networks , 2014, IEEE Journal on Selected Areas in Communications.

[105]  Halim Yanikomeroglu,et al.  Device-to-device communication in 5G cellular networks: challenges, solutions, and future directions , 2014, IEEE Communications Magazine.

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[107]  Rachid El Azouzi,et al.  Introducing hierarchy in energy games , 2009, IEEE Transactions on Wireless Communications.

[108]  Shuangfeng Han,et al.  Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G , 2015, IEEE Communications Magazine.

[109]  Xiaohu You,et al.  Energy-Efficient Resource Allocation in OFDM Systems With Distributed Antennas , 2014, IEEE Transactions on Vehicular Technology.

[110]  Ling Qiu,et al.  Energy Efficiency Optimization for MIMO Broadcast Channels , 2012, IEEE Trans. Wirel. Commun..

[111]  Jing Yang,et al.  Optimal Packet Scheduling in an Energy Harvesting Communication System , 2010, IEEE Transactions on Communications.

[112]  Kaibin Huang,et al.  Opportunistic Wireless Energy Harvesting in Cognitive Radio Networks , 2013, IEEE Transactions on Wireless Communications.

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

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[128]  Bin Xia,et al.  Spectral and Energy Efficiency of Multipair Two-Way Full-Duplex Relay Systems With Massive MIMO , 2016, IEEE Journal on Selected Areas in Communications.

[129]  Min Sheng,et al.  Energy Efficient Beamforming in MISO Heterogeneous Cellular Networks With Wireless Information and Power Transfer , 2016, IEEE Journal on Selected Areas in Communications.

[130]  Eduard A. Jorswieck,et al.  Energy Efficiency in MIMO Underlay and Overlay Device-to-Device Communications and Cognitive Radio Systems , 2015, IEEE Transactions on Signal Processing.

[131]  Mohamed M. Abdallah,et al.  Energy Efficient Resource Allocation for Mixed RF/VLC Heterogeneous Wireless Networks , 2016, IEEE Journal on Selected Areas in Communications.

[132]  Robert W. Heath,et al.  Spatially Sparse Precoding in Millimeter Wave MIMO Systems , 2013, IEEE Transactions on Wireless Communications.

[133]  Kee Chaing Chua,et al.  Wireless Information Transfer with Opportunistic Energy Harvesting , 2012, IEEE Transactions on Wireless Communications.

[134]  Zhisheng Niu,et al.  Cell zooming for cost-efficient green cellular networks , 2010, IEEE Communications Magazine.

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[142]  Jie Xu,et al.  Energy Group Buying With Loading Sharing for Green Cellular Networks , 2015, IEEE Journal on Selected Areas in Communications.

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[144]  Lajos Hanzo,et al.  Energy Efficient Visible Light Communications Relying on Amorphous Cells , 2016, IEEE Journal on Selected Areas in Communications.

[145]  Luc Vandendorpe,et al.  Outage Probability and Energy Efficiency of Cooperative MIMO with Antenna Selection , 2013, IEEE Transactions on Wireless Communications.

[146]  Jing Yang,et al.  Broadcasting with an Energy Harvesting Rechargeable Transmitter , 2010, IEEE Transactions on Wireless Communications.

[147]  Emil Björnson,et al.  Deploying Dense Networks for Maximal Energy Efficiency: Small Cells Meet Massive MIMO , 2015, IEEE Journal on Selected Areas in Communications.

[148]  H. Vincent Poor,et al.  Power Allocation Strategies in Energy Harvesting Wireless Cooperative Networks , 2013, IEEE Transactions on Wireless Communications.

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

[150]  Yan Wang,et al.  Optimal Energy-Efficient Power Allocation for OFDM-Based Cognitive Radio Networks , 2012, IEEE Communications Letters.

[151]  Eduard A. Jorswieck,et al.  Energy-Aware Competitive Power Control in Relay-Assisted Interference Wireless Networks , 2013, IEEE Transactions on Wireless Communications.

[152]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[153]  Erik G. Larsson,et al.  Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays , 2012, IEEE Signal Process. Mag..

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

[155]  Shuguang Cui,et al.  Throughput Maximization for the Gaussian Relay Channel with Energy Harvesting Constraints , 2011, IEEE Journal on Selected Areas in Communications.

[156]  Wei Yu,et al.  Energy Efficiency of Downlink Transmission Strategies for Cloud Radio Access Networks , 2016, IEEE Journal on Selected Areas in Communications.

[157]  Giulio Colavolpe,et al.  Potential Games for Energy-Efficient Power Control and Subcarrier Allocation in Uplink Multicell OFDMA Systems , 2012, IEEE Journal of Selected Topics in Signal Processing.

[158]  Lingjia Liu,et al.  Modeling and Analysis of Energy Consumption for RF Transceivers in Wireless Cellular Systems , 2014, GLOBECOM 2014.