Multiple antenna systems with finite rate feedback

The performance of multiple antenna systems can be greatly improved by making the channel state information (CSI) available at the transmitter. In practice, therefore, a finite-rate feedback link is employed to convey a quantized version of the CSI to the transmitter. This semi-tutorial paper summarizes some of the recent work on the design and analysis of multiple antenna systems with finite rate feedback. In particular, we discuss appropriate criteria for the design of quantizers for feedback-based communication systems along with corresponding algorithms for codebook generation. Finally, we qualitatively show how the classical source coding theory can be extended to analyze the performance of finite rate feedback-based multiple antenna systems

[1]  Mikael Skoglund,et al.  Quantized feedback information in orthogonal space-time block coding , 2004, IEEE Transactions on Information Theory.

[2]  B. Rao,et al.  Performance analysis of multiple antenna systems with VQ-based feedback , 2004, Conference Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, 2004..

[3]  Robert W. Heath,et al.  Limited feedback unitary precoding for orthogonal space-time block codes , 2005, IEEE Transactions on Signal Processing.

[4]  Erik G. Larsson,et al.  On the performance of orthogonal space-time block coding with quantized feedback , 2002, IEEE Communications Letters.

[5]  Sync TGn TGn Sync Proposal Technical Specification , 2004 .

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

[7]  T. Strohmer,et al.  Quantized maximum ratio transmission for multiple-input multiple-output wireless systems , 2002, Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002..

[8]  Georgios B. Giannakis,et al.  Adaptive Modulation for multiantenna transmissions with channel mean feedback , 2004, IEEE Transactions on Wireless Communications.

[9]  Bhaskar D. Rao,et al.  An efficient feedback method for MIMO systems with slowly time-varying channels , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[10]  Srikrishna Bhashyam,et al.  Feedback gain in multiple antenna systems , 2002, IEEE Trans. Commun..

[11]  M. Honig,et al.  Asymptotic performance of MIMO wireless channels with limited feedback , 2003, IEEE Military Communications Conference, 2003. MILCOM 2003..

[12]  Elza Erkip,et al.  On beamforming with finite rate feedback in multiple-antenna systems , 2003, IEEE Trans. Inf. Theory.

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

[14]  Andrea J. Goldsmith,et al.  Channel capacity and beamforming for multiple transmit and receive antennas with covariance feedback , 2001, ICC 2001. IEEE International Conference on Communications. Conference Record (Cat. No.01CH37240).

[15]  N. J. A. Sloane,et al.  Packing Lines, Planes, etc.: Packings in Grassmannian Spaces , 1996, Exp. Math..

[16]  Robert W. Heath,et al.  Equal gain transmission in multiple-input multiple-output wireless systems , 2002, Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE.

[17]  Robert W. Heath,et al.  Interpolation based transmit beamforming for MIMO-OFDM with limited feedback , 2004, IEEE Transactions on Signal Processing.

[18]  Upamanyu Madhow,et al.  Space-Time transmit precoding with imperfect feedback , 2001, IEEE Trans. Inf. Theory.

[19]  Aris L. Moustakas,et al.  Optimizing multiantenna systems with partial channel knowledge , 2003, Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings..

[20]  Holger Boche,et al.  Optimal transmission strategies and impact of correlation in multiantenna systems with different types of channel state information , 2004, IEEE Transactions on Signal Processing.

[21]  Allen Gersho,et al.  Asymptotically optimal block quantization , 1979, IEEE Trans. Inf. Theory.

[22]  Bhaskar D. Rao,et al.  Theoretical analysis of the high-rate vector quantization of LPC parameters , 1995, IEEE Trans. Speech Audio Process..

[23]  Robert W. Heath,et al.  Grassmannian beamforming for multiple-input multiple-output wireless systems , 2003, IEEE International Conference on Communications, 2003. ICC '03..

[24]  Ieee Microwave Theory,et al.  IEEE Standard for Local and Metropolitan Area Networks Part 16: Air Interface for Fixed Broadband Wireless Access Systems Draft Amendment: Management Information Base Extensions , 2007 .

[25]  Robert W. Heath,et al.  What is the value of limited feedback for MIMO channels? , 2004, IEEE Communications Magazine.

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

[27]  Bhaskar D. Rao,et al.  MIMO spatial multiplexing systems with limited feedback , 2005, IEEE International Conference on Communications, 2005. ICC 2005. 2005.

[28]  David L. Neuhoff,et al.  Bennett's integral for vector quantizers , 1995, IEEE Trans. Inf. Theory.

[29]  Mikael Skoglund,et al.  On the capacity of a multiple-antenna communication link with channel side information , 2003, IEEE J. Sel. Areas Commun..

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

[31]  Rick S. Blum MIMO with limited feedback of channel state information , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[32]  David L. Neuhoff,et al.  Quantization , 2022, IEEE Trans. Inf. Theory.

[33]  W. R. Bennett,et al.  Spectra of quantized signals , 1948, Bell Syst. Tech. J..

[34]  Bhaskar D. Rao,et al.  A vector quantization based approach for equal gain transmission , 2005, GLOBECOM '05. IEEE Global Telecommunications Conference, 2005..

[35]  T.K.Y. Lo,et al.  Maximum ratio transmission , 1999, 1999 IEEE International Conference on Communications (Cat. No. 99CH36311).

[36]  Bhaskar D. Rao,et al.  Channel feedback quantization methods for MISO and MIMO systems , 2004, 2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE Cat. No.04TH8754).

[37]  Georgios B. Giannakis,et al.  Multiantenna adaptive modulation with beamforming based on bandwidth-constrained feedback , 2005, IEEE Transactions on Communications.