Optimal Bit and Power Loading for Amplify-and-Forward Cooperative OFDM Systems

In this paper, we investigate bit and power allocation strategies for an orthogonal frequency division multiplexing (OFDM) cooperative network over frequency-selective fading channels. We assume amplify-and-forward relaying and consider the bit error rate (BER) performance as our performance measure. Aiming to optimize the BER under total power constraint and for a given average data rate, we propose three adaptive algorithms; optimal power loading (OPL), optimal bit loading (OBL), and optimal joint bit and power loading (OBPL). Our Monte Carlo simulation results demonstrate performance gains through adaptive bit and power loading over conventional non-adaptive systems as well as currently available adaptive cooperative scheme in the literature. The impact of practical issues on the performance of proposed adaptive schemes such as imperfect channel estimation and limited feedback is further discussed.

[1]  Andrea J. Goldsmith,et al.  Variable-rate variable-power MQAM for fading channels , 1997, IEEE Trans. Commun..

[2]  Rahim Tafazolli,et al.  Rate-Adaptive Bit and Power Loading for OFDM Based DF Relaying , 2008, VTC Spring 2008 - IEEE Vehicular Technology Conference.

[3]  Toshihide Ibaraki,et al.  Resource allocation problems - algorithmic approaches , 1988, MIT Press series in the foundations of computing.

[4]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[5]  Georgios B. Giannakis,et al.  Linear constellation-precoding for OFDM with maximum multipath diversity and coding gains , 2001, Conference Record of Thirty-Fifth Asilomar Conference on Signals, Systems and Computers (Cat.No.01CH37256).

[6]  Jan A Snyman,et al.  Practical Mathematical Optimization: An Introduction to Basic Optimization Theory and Classical and New Gradient-Based Algorithms , 2005 .

[7]  Giuseppe Caire,et al.  Optimum power control over fading channels , 1999, IEEE Trans. Inf. Theory.

[8]  Armin Wittneben,et al.  On the Optimal Power Allocation for Nonregenerative OFDM Relay Links , 2006, 2006 IEEE International Conference on Communications.

[9]  J.E. Mazo,et al.  Digital communications , 1985, Proceedings of the IEEE.

[10]  Fotini-Niovi Pavlidou,et al.  Transmission Systems Unified models for adaptive OFDM systems when QAM or PSK modulation is applied , 2007, Eur. Trans. Telecommun..

[11]  Rahim Tafazolli,et al.  Bit and Power Loading for OFDM-Based Three-Node Relaying Communications , 2008, IEEE Transactions on Signal Processing.

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

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

[14]  Leonard J. Cimini,et al.  Bit Loading Algorithms for Cooperative OFDM Systems , 2007, MILCOM 2007 - IEEE Military Communications Conference.

[15]  Murat Uysal,et al.  Impact of receive diversity on the performance of amplify-and-forward relaying under APS and IPS power constraints , 2006, IEEE Communications Letters.

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

[17]  Ashutosh Sabharwal,et al.  Outage minimization with limited feedback for the fading relay channel , 2006, IEEE Transactions on Communications.

[18]  Rahim Tafazolli,et al.  Bit and power loading for OFDM with an amplify-and-forward cooperative relay , 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.

[19]  Gregory W. Wornell,et al.  Distributed space-time-coded protocols for exploiting cooperative diversity in wireless networks , 2003, IEEE Trans. Inf. Theory.

[20]  Min Dong,et al.  Using Limited Feedback in Power Allocation Design for a Two-Hop Relay OFDM System , 2009, 2009 IEEE International Conference on Communications.

[21]  Raymond Hemmecke,et al.  Nonlinear Integer Programming , 2009, 50 Years of Integer Programming.

[22]  Shraga I. Bross,et al.  Achievable Rates for the Discrete Memoryless Relay Channel With Partial Feedback Configurations , 2006, IEEE Transactions on Information Theory.

[23]  Behnaam Aazhang,et al.  Throughput Gains Using Rate and Power Control in Cooperative Relay Networks , 2007, IEEE Transactions on Communications.

[24]  Roy D. Yates,et al.  Adaptive transmission with discrete code rates and power levels , 2003, IEEE Trans. Commun..

[25]  L. Hanzo,et al.  Adaptive multicarrier modulation: a convenient framework for time-frequency processing in wireless communications , 2000, Proceedings of the IEEE.

[26]  Murat Uysal,et al.  Channel estimation for amplify-and-forward relaying: Cascaded against disintegrated estimators , 2010, IET Commun..

[27]  V. Tarokh,et al.  Design and analysis of collaborative diversity protocols for wireless sensor networks , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

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

[29]  Aria Nosratinia,et al.  Cooperative communication in wireless networks , 2004, IEEE Communications Magazine.

[30]  Andrea J. Goldsmith,et al.  Degrees of freedom in adaptive modulation: a unified view , 2001, IEEE Trans. Commun..