Energy-Efficiency Optimization for MIMO-OFDM Mobile Multimedia Communication Systems With QoS Constraints

It is widely recognized that, in addition to the quality-of-service (QoS), energy efficiency is also a key parameter in designing and evaluating mobile multimedia communication systems, which has catalyzed great interest in recent literature. In this paper, an energy-efficiency model is first proposed for multiple-input-multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) mobile multimedia communication systems with statistical QoS constraints. Employing the channel-matrix singular value decomposition (SVD) method, all subchannels are classified by their channel characteristics. Furthermore, the multichannel joint optimization problem in conventional MIMO-OFDM communication systems is transformed into a multitarget single-channel optimization problem by grouping all subchannels. Therefore, a closed-form solution of the energy-efficiency optimization is derived for MIMO-OFDM mobile multimedia communication systems. As a consequence, an energy-efficiency optimized power allocation (EEOPA) algorithm is proposed to improve the energy efficiency of MIMO-OFDM mobile multimedia communication systems. Simulation comparisons validate that the proposed EEOPA algorithm can guarantee the required QoS with high energy efficiency in MIMO-OFDM mobile multimedia communication systems.

[1]  Hanif D. Sherali,et al.  Cross-Layer Optimization for MIMO-Based Wireless Ad Hoc Networks: Routing, Power Allocation, and Bandwidth Allocation , 2008, IEEE Journal on Selected Areas in Communications.

[2]  Moe Z. Win,et al.  A General Framework for the Distribution of the Eigenvalues of Wishart Matrices , 2008, 2008 IEEE International Conference on Communications.

[3]  Wayne E. Stark,et al.  Energy-Bandwidth Efficiency Tradeoff in MIMO Multi-Hop Wireless Networks , 2011, IEEE Journal on Selected Areas in Communications.

[4]  Babak Daneshrad,et al.  Performance Analysis of Energy-Efficient Power Allocation for MIMO-MRC Systems , 2012, IEEE Transactions on Communications.

[5]  Dong In Kim,et al.  Joint admission control and antenna assignment for multiclass QoS in spatial multiplexing MIMO wireless networks , 2009, IEEE Transactions on Wireless Communications.

[6]  Muhammad Ali Imran,et al.  On the Energy Efficiency-Spectral Efficiency Trade-off over the MIMO Rayleigh Fading Channel , 2012, IEEE Transactions on Communications.

[7]  Mohamed-Slim Alouini,et al.  Capacity of MIMO Rician channels , 2006, IEEE Transactions on Wireless Communications.

[8]  Deli Qiao,et al.  Analysis of Energy Efficiency in Fading Channels under QoS Constraints , 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

[9]  J WIEHART Proofs of the distribution law of the second order moment statistics. , 1948, Biometrika.

[10]  A. Edelman Eigenvalues and condition numbers of random matrices , 1988 .

[11]  Cheng-Xiang Wang,et al.  Spectral, energy and economic efficiency of relay-aided cellular networks , 2013, IET Commun..

[12]  Deli Qiao,et al.  Analysis of energy efficiency in fading channels under QoS constraints , 2008, IEEE Transactions on Wireless Communications.

[13]  J. Wishart THE GENERALISED PRODUCT MOMENT DISTRIBUTION IN SAMPLES FROM A NORMAL MULTIVARIATE POPULATION , 1928 .

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

[15]  Matthew R. McKay,et al.  Ordered Eigenvalues of Complex Noncentral Wishart Matrices and Performance Analysis of SVD MIMO Systems , 2006, 2006 IEEE International Symposium on Information Theory.

[16]  M. Win,et al.  Performance of MIMO MRC in correlated Rayleigh fading environments , 2005, 2005 IEEE 61st Vehicular Technology Conference.

[17]  Matthew R. McKay,et al.  Performance Analysis of MIMO-MRC in Double-Correlated Rayleigh Environments , 2005, IEEE Transactions on Communications.

[18]  R. Fisher FREQUENCY DISTRIBUTION OF THE VALUES OF THE CORRELATION COEFFIENTS IN SAMPLES FROM AN INDEFINITELY LARGE POPU;ATION , 1915 .

[19]  Mohamed-Slim Alouini,et al.  A comparative study on the performance of MIMO MRC systems with and without cochannel interference , 2004, IEEE Transactions on Communications.

[20]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[21]  Cheng-Xiang Wang,et al.  Spectral-Energy Efficiency Tradeoff in Relay-Aided Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[22]  Sammy Chan,et al.  Bandwidth allocation in wireless ad hoc networks: Challenges and prospects , 2010, IEEE Communications Magazine.

[23]  Cheng-Xiang Wang,et al.  Energy Efficiency Evaluation of Cellular Networks Based on Spatial Distributions of Traffic Load and Power Consumption , 2013, IEEE Transactions on Wireless Communications.

[24]  Moe Z. Win,et al.  MMSE reception and successive interference cancellation for MIMO systems with high spectral efficiency , 2005, IEEE Transactions on Wireless Communications.

[25]  Hanna Bogucka,et al.  Degrees of freedom for energy savings in practical adaptive wireless systems , 2011, IEEE Communications Magazine.

[26]  Min Chen,et al.  Rethinking energy efficiency models of cellular networks with embodied energy , 2011, IEEE Network.

[27]  Vivek S. Deshpande,et al.  Performance analysis of Hybrid Channel Allocation scheme for mobile cellular network , 2011, 2011 International Conference on Recent Trends in Information Technology (ICRTIT).

[28]  Dapeng Wu,et al.  Effective capacity: a wireless link model for support of quality of service , 2003, IEEE Trans. Wirel. Commun..

[29]  Jia Tang,et al.  Quality-of-service driven power and rate adaptation for multichannel communications over wireless links , 2007, IEEE Transactions on Wireless Communications.

[30]  Michail Matthaiou,et al.  On analytical derivations of the condition number distributions of dual non-central Wishart matrices , 2009, IEEE Transactions on Wireless Communications.

[31]  Xiqi Gao,et al.  Cellular architecture and key technologies for 5G wireless communication networks , 2014, IEEE Communications Magazine.

[32]  Der-Jiunn Deng,et al.  Quality-aware bandwidth allocation for scalable on-demand streaming in wireless networks , 2010, IEEE Journal on Selected Areas in Communications.

[33]  Jia Tang,et al.  Quality-of-Service Driven Power and Rate Adaptation over Wireless Links , 2007, IEEE Transactions on Wireless Communications.

[34]  Moe Z. Win,et al.  On the capacity of spatially correlated MIMO Rayleigh-fading channels , 2003, IEEE Trans. Inf. Theory.

[35]  Cheng-Xiang Wang,et al.  Energy-Spectral Efficiency Trade-Off in Virtual MIMO Cellular Systems , 2013, IEEE Journal on Selected Areas in Communications.

[36]  Matthias Pätzold,et al.  Accurate and efficient simulation of multiple uncorrelated Rayleigh fading waveforms , 2007, IEEE Transactions on Wireless Communications.

[37]  Zheng Zhihua,et al.  Average power control algorithm with dynamic channel assignment for TDD-CDMA systems , 2008, ICAIT '08.

[38]  Chang Soon Park,et al.  Statistical Transmit Antenna Subset Selection for Limited Feedback MIMO Systems , 2006, 2006 Asia-Pacific Conference on Communications.

[39]  Mohamed Kadhem Karray,et al.  Analytical evaluation of QoS in the downlink of OFDMA wireless cellular networks serving streaming and elastic traffic , 2010, IEEE Transactions on Wireless Communications.

[40]  Mohamed-Slim Alouini,et al.  Largest eigenvalue of complex Wishart matrices and performance analysis of MIMO MRC systems , 2003, IEEE J. Sel. Areas Commun..