Energy-efficient transmission strategies for CoMP downlink—overview, extension, and numerical comparison

This paper focuses on energy-efficient coordinated multi-point (CoMP) downlink in multi-antenna multi-cell wireless communications systems. We provide an overview of transmit beamforming designs for various energy efficiency (EE) metrics including maximizing the overall network EE, sum weighted EE, and fairness EE. Generally, an EE optimization problem is a nonconvex program for which finding the globally optimal solutions requires high computational effort. Consequently, several low-complexity suboptimal approaches have been proposed. Here, we sum up the main concepts of the recently proposed algorithms based on the state-of-the-art successive convex approximation (SCA) framework. Moreover, we discuss the application to the newly posted EE problems including new EE metrics and power consumption models. Furthermore, distributed implementation developed based on alternating direction method of multipliers (ADMM) for the provided solutions is also discussed. For the sake of completeness, we provide numerical comparison of the SCA based approaches and the conventional solutions developed based on parametric transformations (PTs). We also demonstrate the differences and roles of different EE objectives and power consumption models.

[1]  Luca Venturino,et al.  Energy-Efficient Scheduling and Power Allocation in Downlink OFDMA Networks With Base Station Coordination , 2014, IEEE Transactions on Wireless Communications.

[2]  Derrick Wing Kwan Ng,et al.  Energy-efficient resource allocation in multi-cell OFDMA systems with limited backhaul capacity , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

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

[4]  Erik Björnemo,et al.  Energy Constrained Wireless Sensor Networks : Communication Principles and Sensing Aspects , 2009 .

[5]  Luc Vandendorpe,et al.  On the Optimum Energy Efficiency for Flat-Fading Channels with Rate-dependent Circuit Power , 2013, IEEE Transactions on Communications.

[6]  Markku J. Juntti,et al.  Distributed energy efficiency fairness optimization by ADMM in multicell MISO downlink , 2016, 2016 IEEE International Conference on Communications (ICC).

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

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

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

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

[11]  Le-Nam Tran,et al.  Distributed Solutions for Energy Efficiency Fairness in Multicell MISO Downlink , 2017, IEEE Transactions on Wireless Communications.

[12]  I. Stancu-Minasian Nonlinear Fractional Programming , 1997 .

[13]  Geoffrey Ye Li,et al.  Joint downlink and uplink resource allocation for energy-efficient carrier aggregation , 2014, 2014 IEEE Global Communications Conference.

[14]  Arkadi Nemirovski,et al.  On Polyhedral Approximations of the Second-Order Cone , 2001, Math. Oper. Res..

[15]  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).

[16]  Cong Xiong,et al.  Energy-efficient wireless communications: tutorial, survey, and open issues , 2011, IEEE Wireless Communications.

[17]  Siegfried Schaible,et al.  Fractional Programming , 2009, Encyclopedia of Optimization.

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

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

[20]  Gerhard Fettweis,et al.  Framework for Link-Level Energy Efficiency Optimization with Informed Transmitter , 2011, IEEE Transactions on Wireless Communications.

[21]  Markku J. Juntti,et al.  Decentralized coordinated beamforming for weighted sum energy efficiency maximization in multi-cell MISO downlink , 2015, 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

[22]  Stephen P. Boyd,et al.  Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..

[23]  Geoffrey Ye Li,et al.  Energy-Efficient CoMP Precoding in Heterogeneous Networks , 2014, IEEE Transactions on Signal Processing.

[24]  Gerhard Fettweis,et al.  Power consumption modeling of different base station types in heterogeneous cellular networks , 2010, 2010 Future Network & Mobile Summit.

[25]  Yongming Huang,et al.  Max-Min Energy Efficient Beamforming for Multicell Multiuser Joint Transmission Systems , 2013, IEEE Communications Letters.

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

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

[28]  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.

[29]  Symeon Chatzinotas,et al.  Energy-efficient coordinated multi-cell multi-group multicast beamforming with antenna selection , 2017, 2017 IEEE International Conference on Communications Workshops (ICC Workshops).

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

[31]  Arkadi Nemirovski,et al.  Lectures on modern convex optimization - analysis, algorithms, and engineering applications , 2001, MPS-SIAM series on optimization.

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

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

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

[35]  Markku J. Juntti,et al.  Optimal Energy-Efficient Transmit Beamforming for Multi-User MISO Downlink , 2015, IEEE Transactions on Signal Processing.

[36]  Ronan Farrell,et al.  Energy-Efficient Zero-Forcing Precoding Design for Small-Cell Networks , 2016, IEEE Transactions on Communications.

[37]  S. Schaible Fractional Programming. I, Duality , 1976 .

[38]  Satoshi Nagata,et al.  Coordinated multipoint transmission and reception in LTE-advanced: deployment scenarios and operational challenges , 2012, IEEE Communications Magazine.

[39]  Jun Li,et al.  User-Centric Energy Efficiency Maximization for Wireless Powered Communications , 2016, IEEE Transactions on Wireless Communications.

[40]  Yongming Huang,et al.  Coordinated Multicell Multiuser Precoding for Maximizing Weighted Sum Energy Efficiency , 2014, IEEE Transactions on Signal Processing.

[41]  Markku J. Juntti,et al.  Achieving Energy Efficiency Fairness in Multicell MISO Downlink , 2015, IEEE Communications Letters.

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

[43]  Yun-Chol Jong,et al.  An Efficient Global Optimization Algorithm for Nonlinear Sum-of-Ratios Problem ∗ † , 2012 .

[44]  Markku J. Juntti,et al.  Energy-efficient transmission strategies for multiantenna downlink , 2017, 2017 European Conference on Networks and Communications (EuCNC).