Energy Efficiency Fairness for Multi-Pair Wireless-Powered Relaying Systems

We consider a multi-pair amplify-and-forward relay network where the energy-constrained relays adopting the time-switching protocol harvest energy from the radio-frequency signals transmitted by the users for assisting user data transmission. Both one-way and two-way relaying techniques are investigated. Aiming at energy efficiency (EE) fairness among the user pairs, we construct an energy consumption model incorporating rate-dependent signal processing power, the dependence on output power level of power amplifiers’ efficiency, and nonlinear energy harvesting (EH) circuits. Then, we formulate the max-min EE fairness problems in which the data rates, users’ transmit power, relays’ processing coefficient, and EH time are jointly optimized under the constraints on the quality of service and users’ maximum transmit power. To achieve efficient suboptimal solutions to these nonconvex problems, we devise monotonic descent algorithms based on the inner approximation (IA) framework, which solve a second-order-cone program in each iteration. To further simplify the designs, we propose an approach combining IA and zero-forcing beamforming, which eliminates inter-pair interference and reduces the numbers of variables and required iterations. Finally, extensive numerical results are presented to validate the proposed approaches. More specifically, the results demonstrate that ignoring the realistic aspects of power consumption might degrade the performance remarkably, and jointly designing parameters involved could significantly enhance the EE.

[1]  S. Mikami,et al.  An Efficiency Degradation Model of Power Amplifier and the Impact against Transmission Power Control for Wireless Sensor Networks , 2007, 2007 IEEE Radio and Wireless Symposium.

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

[3]  Aharon Ben-Tal,et al.  Lectures on modern convex optimization , 1987 .

[4]  Derrick Wing Kwan Ng,et al.  Joint Beamforming and Power Allocation for Secrecy in Peer-to-Peer Relay Networks , 2015, IEEE Transactions on Wireless Communications.

[5]  Le Thi Hoai An,et al.  Recent Advances in DC Programming and DCA , 2013, Trans. Comput. Collect. Intell..

[6]  Martin Haardt,et al.  Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels , 2004, IEEE Transactions on Signal Processing.

[7]  Jianhua Ge,et al.  Energy-Efficient Power Allocation in Energy Harvesting Two-Way AF Relay Systems , 2017, IEEE Access.

[8]  Ali H. Sayed,et al.  Multiuser Two-Way Amplify-and-Forward Relay Processing and Power Control Methods for Beamforming Systems , 2010, IEEE Transactions on Signal Processing.

[9]  Gordon P. Wright,et al.  Technical Note - A General Inner Approximation Algorithm for Nonconvex Mathematical Programs , 1978, Oper. Res..

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

[11]  Yongming Huang,et al.  Coordinated Beamforming for Energy Efficient Transmission in Multicell Multiuser Systems , 2013, IEEE Transactions on Communications.

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

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

[14]  Tiejun Lv,et al.  Power Allocation Optimization for Energy-Efficient Massive MIMO Aided Multi-Pair Decode-and-Forward Relay Systems , 2017, IEEE Transactions on Communications.

[15]  Amir Beck,et al.  A sequential parametric convex approximation method with applications to nonconvex truss topology design problems , 2010, J. Glob. Optim..

[16]  Luca Sanguinetti,et al.  A Tutorial on the Optimization of Amplify-and-Forward MIMO Relay Systems , 2012, IEEE Journal on Selected Areas in Communications.

[17]  H. Vincent Poor,et al.  Joint Power Allocation and Beamforming for Energy-Efficient Two-Way Multi-Relay Communications , 2017, IEEE Transactions on Wireless Communications.

[18]  Saeed Gazor,et al.  Multiple Peer-to-Peer Communications Using a Network of Relays , 2009, IEEE Transactions on Signal Processing.

[19]  Rahim Tafazolli,et al.  Optimal Energy-Efficient Source and Relay Precoder Design for Cooperative MIMO-AF Systems , 2018, IEEE Transactions on Signal Processing.

[20]  Markku J. Juntti,et al.  Energy-Efficient Bandwidth and Power Allocation for Multi-Homing Networks , 2015, IEEE Transactions on Signal Processing.

[21]  Armin Wittneben,et al.  Spectral efficient protocols for half-duplex fading relay channels , 2007, IEEE Journal on Selected Areas in Communications.

[22]  Stephen P. Boyd,et al.  Variations and extension of the convex–concave procedure , 2016 .

[23]  Rose Qingyang Hu,et al.  Cooperative communications for wireless networks: techniques and applications in LTE-advanced systems , 2012, IEEE Wireless Communications.

[24]  Erik G. Larsson,et al.  Amplifier-Aware Multiple-Input Multiple-Output Power Allocation , 2013, IEEE Communications Letters.

[25]  Moritz Diehl,et al.  Sequential Convex Programming Methods for Solving Nonlinear Optimization Problems with DC constraints , 2011 .

[26]  Antti Tölli,et al.  Energy-Efficient Beam Coordination Strategies With Rate-Dependent Processing Power , 2016, IEEE Transactions on Signal Processing.

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

[28]  Il-Min Kim,et al.  Joint EH Time Allocation and Distributed Beamforming in Interference-Limited Two-Way Networks With EH-Based Relays , 2017, IEEE Transactions on Wireless Communications.

[29]  Bruno Clerckx,et al.  Relaying Strategies for Wireless-Powered MIMO Relay Networks , 2016, IEEE Transactions on Wireless Communications.

[30]  Markku J. Juntti,et al.  Energy-efficient joint transmit beamforming and subarray selection with non-linear power amplifier efficiency , 2016, 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

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

[32]  Martin Haardt,et al.  Energy Efficient Two-Way Non-Regenerative Relaying for Relays with Multiple Antennas , 2015, IEEE Signal Processing Letters.

[33]  Kin K. Leung,et al.  Distributed beamforming and power allocation for cooperative networks , 2008, IEEE Transactions on Wireless Communications.

[34]  Bin Xia,et al.  Wireless information and power transfer in two-way amplify-and-forward relaying channels , 2013, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

[35]  Geoffrey Ye Li,et al.  A survey of energy-efficient wireless communications , 2013, IEEE Communications Surveys & Tutorials.

[36]  Wei Ni,et al.  Energy Efficiency Maximization of Full-Duplex Two-Way Relay With Non-Ideal Power Amplifiers and Non-Negligible Circuit Power , 2017, IEEE Transactions on Wireless Communications.

[37]  Muhammad Ali Imran,et al.  How much energy is needed to run a wireless network? , 2011, IEEE Wireless Communications.

[38]  Raj Jain,et al.  A Quantitative Measure Of Fairness And Discrimination For Resource Allocation In Shared Computer Systems , 1998, ArXiv.

[39]  Yuan Liu,et al.  Wireless Information and Power Transfer for Multirelay-Assisted Cooperative Communication , 2016, IEEE Communications Letters.

[40]  Ali A. Nasir,et al.  Wireless-Powered Relays in Cooperative Communications: Time-Switching Relaying Protocols and Throughput Analysis , 2013, IEEE Transactions on Communications.

[41]  Yong Cheng,et al.  Joint Optimization of Source Power Allocation and Distributed Relay Beamforming in Multiuser Peer-to-Peer Relay Networks , 2012, IEEE Transactions on Signal Processing.

[42]  Eduard A. Jorswieck,et al.  Energy Efficiency in Wireless Networks via Fractional Programming Theory , 2015, Found. Trends Commun. Inf. Theory.

[43]  Meixia Tao,et al.  Linear Precoding for Multi-Pair Two-Way MIMO Relay Systems With Max-Min Fairness , 2012, IEEE Transactions on Signal Processing.

[44]  Gerhard Fettweis,et al.  Energy-Efficient Multi-Carrier Link Adaptation with Sum Rate-Dependent Circuit Power , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[45]  Derrick Wing Kwan Ng,et al.  Practical Non-Linear Energy Harvesting Model and Resource Allocation for SWIPT Systems , 2015, IEEE Communications Letters.

[46]  Wei Ni,et al.  Energy-Efficient Two-Way Relaying Under Non-ideal Power Amplifiers , 2017, IEEE Transactions on Vehicular Technology.

[47]  RankovBoris,et al.  Spectral efficient protocols for half-duplex fading relay channels , 2007 .