BER-Based Codebook Construction for MIMO-OFDM Precoded Spatial Multiplexing Systems

This paper deals with design and performance analysis of transmit precoder optimization for MIMO-OFDM systems with limited feedback of channel state information (CSI). We assume that the receiver has perfect channel knowledge while the transmitter has only partial channel knowledge from limited feedback. We present a BER-based optimal codebook construction algorithm for MIMO-OFDM systems under average power constraint using the Lloyd algorithm. The proposed optimal precoder has the structure of joint precoding and power allocation. Closed form solution has been derived for power allocation in the sense of minimum BER for the MIMO-OFDM systems. Simulation results show that the BER-based codebook construction algorithm with hybrid design of power allocation and multi-mode beamforming can achieve better performance than those of equal power allocation based codebooks in literature.

[1]  Robert W. Heath,et al.  Grassmannian beamforming for multiple-input multiple-output wireless systems , 2003, IEEE Trans. Inf. Theory.

[2]  R. Heath,et al.  Limited feedback unitary precoding for spatial multiplexing systems , 2005, IEEE Transactions on Information Theory.

[3]  Alberto Morello,et al.  CD3-OFDM: a novel demodulation scheme for fixed and mobile receivers , 1996, IEEE Trans. Commun..

[4]  Robert W. Heath,et al.  Limited feedback precoding for spatial multiplexing systems , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[5]  Petre Stoica,et al.  Generalized linear precoder and decoder design for MIMO channels using the weighted MMSE criterion , 2001, IEEE Trans. Commun..

[6]  Mohamed-Slim Alouini,et al.  A recursive algorithm for the exact BER computation of generalized hierarchical QAM constellations , 2003, IEEE Trans. Inf. Theory.

[7]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[8]  S. Zhou,et al.  BER criterion and codebook construction for finite-rate precoded spatial multiplexing , 2005, IEEE 6th Workshop on Signal Processing Advances in Wireless Communications, 2005..

[9]  G.B. Giannakis,et al.  Quantifying the power loss when transmit beamforming relies on finite-rate feedback , 2005, IEEE Transactions on Wireless Communications.

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

[12]  Akbar M. Sayeed,et al.  Efficient signaling schemes for wideband space-time wireless channels using channel state information , 2003, IEEE Trans. Veh. Technol..

[13]  John M. Cioffi,et al.  Joint Tx-Rx beamforming design for multicarrier MIMO channels: a unified framework for convex optimization , 2003, IEEE Trans. Signal Process..

[14]  Andrea J. Goldsmith,et al.  Transmitter optimization and optimality of beamforming for multiple antenna systems , 2004, IEEE Transactions on Wireless Communications.

[15]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[16]  Khaled Ben Letaief,et al.  Performance evaluation and analysis of space-time coding in unequalized multipath fading links , 2000, IEEE Trans. Commun..

[17]  Georgios B. Giannakis,et al.  Design and analysis of transmit-beamforming based on limited-rate feedback , 2006, IEEE Transactions on Signal Processing.

[18]  Dongweon Yoon,et al.  On the general BER expression of one- and two-dimensional amplitude modulations , 2002, IEEE Trans. Commun..

[19]  Allen Gersho,et al.  Vector quantization and signal compression , 1991, The Kluwer international series in engineering and computer science.

[20]  A. Robert Calderbank,et al.  Space-Time Codes for High Data Rate Wireless Communications : Performance criterion and Code Construction , 1998, IEEE Trans. Inf. Theory.

[21]  Vincent K. N. Lau,et al.  On the design of MIMO block-fading channels with feedback-link capacity constraint , 2004, IEEE Transactions on Communications.

[22]  Siavash M. Alamouti,et al.  A simple transmit diversity technique for wireless communications , 1998, IEEE J. Sel. Areas Commun..

[23]  J.A.C. Bingham,et al.  Multicarrier modulation for data transmission: an idea whose time has come , 1990, IEEE Communications Magazine.

[24]  Georgios B. Giannakis,et al.  Optimal transmitter eigen-beamforming and space time block coding based on channel mean , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[25]  Gregory W. Wornell,et al.  Efficient use of side information in multiple-antenna data transmission over fading channels , 1998, IEEE J. Sel. Areas Commun..

[26]  Anna Scaglione,et al.  Optimal designs for space-time linear precoders and decoders , 2002, IEEE Trans. Signal Process..

[27]  Arogyaswami Paulraj,et al.  Optimal linear precoders for MIMO wireless correlated channels with nonzero mean in space-time coded systems , 2006, IEEE Transactions on Signal Processing.

[28]  Francesc Rey Micolau,et al.  Robust power allocation algorithms for MIMO OFDM systems with imperfect CSI , 2005 .