Capacity of multiple-transmit multiple-receive antenna architectures

The capacity of wireless communication architectures equipped with multiple transmit and receive antennas and impaired by both noise and cochannel interference is studied. We find a closed-form solution for the capacity in the limit of a large number of antennas. This asymptotic solution, which is a sole function of the relative number of transmit and receive antennas and the signal-to-noise and signal-to-interference ratios (SNR and SIR), is then particularized to a number of cases of interest. By verifying that antenna diversity one can substitute for time and/or frequency diversity at providing ergodicity, we show that these asymptotic solutions approximate the ergodic capacity very closely even when the number of antennas is very small.

[1]  Gerard J. Foschini,et al.  Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas , 1996, Bell Labs Technical Journal.

[2]  Rick S. Blum MIMO capacity with interference , 2003, IEEE J. Sel. Areas Commun..

[3]  Alexander M. Haimovich,et al.  Performance analysis of optimum combining in wireless communications with Rayleigh fading and cochannel interference , 1998, IEEE Trans. Commun..

[4]  E. Biglieri,et al.  Limiting performance of block-fading channels with multiple antennas , 1999, Proceedings of the 1999 IEEE Information Theory and Communications Workshop (Cat. No. 99EX253).

[5]  V. K. Jones,et al.  Multivariate modulation and coding for wireless communication , 1998, IEEE GLOBECOM 1998 (Cat. NO. 98CH36250).

[6]  Sergio Verdú,et al.  Spectral efficiency in the wideband regime , 2002, IEEE Trans. Inf. Theory.

[7]  Rick S. Blum,et al.  On the capacity of cellular systems with MIMO , 2002, IEEE Communications Letters.

[8]  Dag Jonsson Some limit theorems for the eigenvalues of a sample covariance matrix , 1982 .

[9]  A. Jalali,et al.  Data throughput of CDMA-HDR a high efficiency-high data rate personal communication wireless system , 2000, VTC2000-Spring. 2000 IEEE 51st Vehicular Technology Conference Proceedings (Cat. No.00CH37026).

[10]  Reinaldo A. Valenzuela,et al.  Simplified processing for high spectral efficiency wireless communication employing multi-element arrays , 1999, IEEE J. Sel. Areas Commun..

[11]  Matthew S. Grob,et al.  CDMA/HDR: a bandwidth-efficient high-speed wireless data service for nomadic users , 2000, IEEE Commun. Mag..

[12]  Thomas L. Marzetta,et al.  BLAST training : Estimating Channel Characteristics for High-Capacity Space-Time Wireless , 1999 .

[13]  Babak Hassibi,et al.  How much training is needed in multiple-antenna wireless links? , 2003, IEEE Trans. Inf. Theory.

[14]  Larry J. Greenstein,et al.  A semi-empirical representation of antenna diversity gain at cellular and PCS base stations , 1997, IEEE Trans. Commun..

[15]  Antonia Maria Tulino,et al.  Capacity of multi-antenna channels in the low-power regime , 2002, Proceedings of the IEEE Information Theory Workshop.

[16]  Jørgen Bach Andersen,et al.  Array gain and capacity for known random channels with multiple element arrays at both ends , 2000, IEEE Journal on Selected Areas in Communications.

[17]  Angel E. Lozano,et al.  Effect of antenna separation on the capacity of BLAST in correlated channels , 2000, IEEE Communications Letters.

[18]  Jack M. Winters,et al.  Optimum Combining in Digital Mobile Radio with Cochannel Interference , 1984, IEEE Journal on Selected Areas in Communications.

[19]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[20]  Shlomo Shamai,et al.  The impact of frequency-flat fading on the spectral efficiency of CDMA , 2001, IEEE Trans. Inf. Theory.

[21]  M. J. Gans,et al.  On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas , 1998, Wirel. Pers. Commun..

[22]  Jack H. Winters,et al.  Two signaling schemes for improving the error performance of frequency division duplex (FDD) transmission systems using transmitter antenna diversity , 1994, Int. J. Wirel. Inf. Networks.

[23]  A. Robert Calderbank,et al.  Space-Time block codes from orthogonal designs , 1999, IEEE Trans. Inf. Theory.

[24]  Helmut Bölcskei,et al.  MIMO wireless channels: capacity and performance prediction , 2000, Globecom '00 - IEEE. Global Telecommunications Conference. Conference Record (Cat. No.00CH37137).

[25]  Anders Furuskar,et al.  EDGE: enhanced data rates for GSM and TDMA/136 evolution , 1999, IEEE Wirel. Commun..

[26]  Dan Popescu,et al.  Information capacity of a random signature multiple-input multiple-output channel , 2000, IEEE Trans. Commun..

[27]  D.C. Cox,et al.  Universal digital portable radio communications , 1987, Proceedings of the IEEE.

[28]  Reinaldo A. Valenzuela,et al.  Keyholes, correlations, and capacities of multielement transmit and receive antennas , 2002, IEEE Trans. Wirel. Commun..

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

[30]  Qinfang Sun,et al.  Training-based channel estimation for continuous flat fading BLAST , 2002, 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333).

[31]  John M. Cioffi,et al.  Spatio-temporal coding for wireless communication , 1998, IEEE Trans. Commun..

[32]  A. Robert Calderbank,et al.  Combined Array Processing and Space-Time Coding , 1999, IEEE Trans. Inf. Theory.

[33]  Sergio Verdu,et al.  Multiuser Detection , 1998 .

[34]  Xiaodong Wang,et al.  Iterative receivers for multiuser space-time coding systems , 2000, IEEE Journal on Selected Areas in Communications.

[35]  Sirikiat Lek Ariyavisitakul,et al.  Turbo space-time processing to improve wireless channel capacity , 2000, IEEE Trans. Commun..

[36]  Reinaldo A Valenzuela,et al.  Lifting the limits on high-speed wireless data access using antenna arrays , 2001, IEEE Commun. Mag..

[37]  Chen-Nee Chuah,et al.  Capacity scaling in dual-antenna-array wireless systems , 2000, Conference Record of the Thirty-Fourth Asilomar Conference on Signals, Systems and Computers (Cat. No.00CH37154).

[38]  Angel E. Lozano,et al.  Link-optimal space-time processing with multiple transmit and receive antennas , 2001, IEEE Communications Letters.

[39]  R. Valenzuela,et al.  Capacities of multi-element transmit and receive antennas: Correlations and keyholes , 2000 .

[40]  Shlomo Shamai,et al.  Spectral Efficiency of CDMA with Random Spreading , 1999, IEEE Trans. Inf. Theory.

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

[42]  Chen-Nee Chuah,et al.  Capacity scaling in MIMO Wireless systems under correlated fading , 2002, IEEE Trans. Inf. Theory.

[43]  Vi︠a︡cheslav Leonidovich Girko,et al.  Theory of random determinants , 1990 .

[44]  Andrew J. Viterbi,et al.  On the capacity of a cellular CDMA system , 1991 .

[45]  Giuseppe Caire,et al.  Limiting performance of block-fading channels with multiple antennas , 2001, IEEE Trans. Inf. Theory.

[46]  Anja Klein,et al.  Data detection algorithms specially designed for the downlink of CDMA mobile radio systems , 1997, 1997 IEEE 47th Vehicular Technology Conference. Technology in Motion.

[47]  Helmut Bölcskei,et al.  On the capacity of OFDM-based multi-antenna systems , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[48]  Angel Lozano Capacity-approaching rate function for layered multiantenna architectures , 2003, IEEE Trans. Wirel. Commun..

[49]  Sang-Bin Rhee,et al.  Results of Suburban Base Station Spatial Diversity Measurements in the UHF Band , 1974, IEEE Trans. Commun..

[50]  Richard D. Gitlin,et al.  The impact of antenna diversity on the capacity of wireless communication systems , 1994, IEEE Trans. Commun..

[51]  Angel E. Lozano,et al.  Layered space-time receivers for frequency-selective wireless channels , 2002, IEEE Trans. Commun..

[52]  John M. Cioffi,et al.  Spatio-temporal coding for wireless communications , 1996, Proceedings of GLOBECOM'96. 1996 IEEE Global Telecommunications Conference.

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

[54]  C.C. Martin,et al.  Multiple-input multiple-output (MIMO) radio channel measurements , 2001, IEEE Antennas and Propagation Society International Symposium. 2001 Digest. Held in conjunction with: USNC/URSI National Radio Science Meeting (Cat. No.01CH37229).

[55]  A. Wittneben,et al.  A new bandwidth efficient transmit antenna modulation diversity scheme for linear digital modulation , 1993, Proceedings of ICC '93 - IEEE International Conference on Communications.

[56]  David Tse,et al.  Linear Multiuser Receivers: Effective Interference, Effective Bandwidth and User Capacity , 1999, IEEE Trans. Inf. Theory.