Space-time precoding for mean and covariance feedback: application to wideband OFDM

We consider optimization of the capacity of a multi-input single-output wideband cellular "downlink," in which the base station has estimates of the statistics of the spatial channel. Our main focus is on orthogonal frequency-division multiplexed (OFDM) systems, although some of our results apply to single-carrier systems, as well. Prior work has shown that estimates of the channel spatial covariance can be obtained without overhead for both frequency-division duplex (FDD) and time-division duplex (TDD) systems by suitably averaging uplink measurements. In this paper, we investigate the benefits of supplementing this "free" covariance feedback with mean feedback, where the latter refers to estimates of the spatial channel realization in each subcarrier. Mean feedback can be obtained using reciprocity for TDD systems, and requires explicit feedback for FDD systems. We first devise strategies for using both covariance and mean feedback, mainly restricting attention to beamforming, which is optimal or near-optimal for many outdoor channels with narrow spatial spread. Second, since mean feedback degrades rapidly with feedback delay for mobile channels, we develop quantitative rules of thumb regarding the accuracy required for the mean feedback to be a useful supplement to the already available, and robust, covariance feedback. Our results validate the following intuition: the accuracy requirements for mean feedback to be useful are more relaxed for channels with larger spatial spread, or for a larger number of transmit elements.

[1]  U. Madhow,et al.  Characterizing outage capacity for space-time communication over wideband wireless channels , 2002, Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002..

[2]  Holger Boche,et al.  Channel capacity and capacity-range of beamforming in MIMO wireless systems under correlated fading with covariance feedback , 2004, IEEE Transactions on Wireless Communications.

[3]  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.

[4]  Holger Boche,et al.  Optimal Transmission with Imperfect Channel State Information at the Transmit Antenna Array , 2003, Wirel. Pers. Commun..

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

[6]  A. Goldsmith,et al.  On optimality of beamforming for multiple antenna systems with imperfect feedback , 2001, Proceedings. 2001 IEEE International Symposium on Information Theory (IEEE Cat. No.01CH37252).

[7]  Leandros Tassiulas,et al.  Transmit beamforming and power control for cellular wireless systems , 1998, IEEE J. Sel. Areas Commun..

[8]  Upamanyu Madhow,et al.  Characterizing outage rates for space-time communication over wideband channels , 2004, IEEE Transactions on Communications.

[9]  Dennis R. Morgan,et al.  Downlink adaptive array algorithms for cellular mobile communications , 2003, IEEE Trans. Commun..

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

[11]  Upamanyu Madhow,et al.  Wideband space-time communication with implicit channel feedback , 2003, Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings..

[12]  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).

[13]  Ying-Chang Liang,et al.  Downlink channel covariance matrix (DCCM) estimation and its applications in wireless DS-CDMA systems , 2001, IEEE J. Sel. Areas Commun..

[14]  W. C. Jakes,et al.  Microwave Mobile Communications , 1974 .

[15]  Aris L. Moustakas,et al.  Optimizing MIMO antenna systems with channel covariance feedback , 2003, IEEE J. Sel. Areas Commun..

[16]  Josef A. Nossek,et al.  Spatial covariance based downlink beamforming in an SDMA mobile radio system , 1998, IEEE Trans. Commun..

[17]  Upamanyu Madhow,et al.  Space-time communication for OFDM with implicit channel feedback , 2004, IEEE Trans. Inf. Theory.

[18]  Frederick W. Vook,et al.  Transmit diversity and transmit adaptive arrays for broadband mobile OFDM systems , 2003, 2003 IEEE Wireless Communications and Networking, 2003. WCNC 2003..

[19]  Gregory G. Raleigh,et al.  Adaptive antenna transmission for frequency duplex digital wireless communication , 1997, Proceedings of ICC'97 - International Conference on Communications.

[20]  James K. Cavers,et al.  Single-user and multiuser adaptive maximal ratio transmission for Rayleigh channels , 2000, IEEE Trans. Veh. Technol..

[21]  Holger Boche,et al.  Solution of the multiuser downlink beamforming problem with individual SINR constraints , 2004, IEEE Transactions on Vehicular Technology.

[22]  Eduard Axel Jorswieck,et al.  On the Optimality-Range of Beamforming for MIMO Systems with Covariance Feedback , 2002, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..