Rayleigh Fading Multi-Antenna Channels

Information theoretic properties of flat fading channels with multiple antennas are investigated. Perfect channel knowledge at the receiver is assumed. Expressions for maximum information rates and outage probabilities are derived. The advantages of transmitter channel knowledge are determined and a critical threshold is found beyond which such channel knowledge gains very little. Asymptotic expressions for the error exponent are found. For the case of transmit diversity closed form expressions for the error exponent and cutoff rate are given. The use of orthogonal modulating signals is shown to be asymptotically optimal in terms of information rate.

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

[2]  A. C. Aitken Determinants and matrices , 1940 .

[3]  I. S. Gradshteyn,et al.  Table of Integrals, Series, and Products , 1976 .

[4]  C. Herz BESSEL FUNCTIONS OF MATRIX ARGUMENT , 1955 .

[5]  T. W. Anderson,et al.  An Introduction to Multivariate Statistical Analysis , 1959 .

[6]  A. James The Distribution of the Latent Roots of the Covariance Matrix , 1960 .

[7]  A. James The Distribution of Noncentral Means with Known Covariance , 1961 .

[8]  A. James Zonal Polynomials of the Real Positive Definite Symmetric Matrices , 1961 .

[9]  A. Constantine Some Non-Central Distribution Problems in Multivariate Analysis , 1963 .

[10]  N. R. Goodman Statistical analysis based on a certain multivariate complex Gaussian distribution , 1963 .

[11]  A. James Distributions of Matrix Variates and Latent Roots Derived from Normal Samples , 1964 .

[12]  I. Miller Probability, Random Variables, and Stochastic Processes , 1966 .

[13]  T. Sugiyama On the Distribution of the Largest Latent Root and the Corresponding Latent Vector for Principal Component Analysis , 1966 .

[14]  T. Sugiyama On the Distribution of the Largest Latent Root of the Covariance Matrix , 1967 .

[15]  D. A. Bell,et al.  Information Theory and Reliable Communication , 1969 .

[16]  P. Krishnaiah,et al.  On the exact distributions of the extreme roots of the Wishart and MANOVA matrices , 1971 .

[17]  T. Sugiyama APPROXIMATION FOR THE DISTRIBUTION OF THE LARGEST LATENT ROOT OF A WISHART MATRIX*,1 , 1972 .

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

[19]  Bruno O. Shubert,et al.  Random variables and stochastic processes , 1979 .

[20]  V. Girko The Central Limit Theorem for Random Determinants , 1980 .

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

[22]  R. Muirhead Aspects of Multivariate Statistical Theory , 1982, Wiley Series in Probability and Statistics.

[23]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[24]  John G. Proakis,et al.  Probability, random variables and stochastic processes , 1985, IEEE Trans. Acoust. Speech Signal Process..

[25]  A. Edelman Eigenvalues and condition numbers of random matrices , 1988 .

[26]  J. W. Silverstein,et al.  A note on the largest eigenvalue of a large dimensional sample covariance matrix , 1988 .

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

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

[29]  R. Gitlin,et al.  The capacity of wireless communication systems can be substantially increased by the use of antenna diversity , 1992, 1st International Conference on Universal Personal Communications - ICUPC '92 Proceedings.

[30]  Z. Bai,et al.  Limit of the smallest eigenvalue of a large dimensional sample covariance matrix , 1993 .

[31]  Don H. Johnson,et al.  Array Signal Processing: Concepts and Techniques , 1993 .

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

[33]  A. Paulraj,et al.  Adaptive transmitting antenna arrays with feedback , 1994, IEEE Signal Processing Letters.

[34]  Alain Glavieux,et al.  Reflections on the Prize Paper : "Near optimum error-correcting coding and decoding: turbo codes" , 1998 .

[35]  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.

[36]  Walid K. M. Ahmed,et al.  Error exponents for two-dimensional time correlated flat fading channels with space diversity and channel estimation , 1997, Proceedings of IEEE International Symposium on Information Theory.

[37]  A. Robert Calderbank,et al.  A space-time coding modem for high-data-rate wireless communications , 1998, IEEE J. Sel. Areas Commun..

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

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

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

[41]  Reinaldo A. Valenzuela,et al.  V-BLAST: an architecture for realizing very high data rates over the rich-scattering wireless channel , 1998, 1998 URSI International Symposium on Signals, Systems, and Electronics. Conference Proceedings (Cat. No.98EX167).

[42]  Paul D. Alexander,et al.  Random Sequence Multisets for Synchronous Code-Division Multiple-Access Channels , 1998, IEEE Trans. Inf. Theory.

[43]  Vahid Tarokh,et al.  Space-time coded OFDM for high data-rate wireless communication over wideband channels , 1998, VTC '98. 48th IEEE Vehicular Technology Conference. Pathway to Global Wireless Revolution (Cat. No.98CH36151).

[44]  Bernard Fino,et al.  Multiuser detection: , 1999, Ann. des Télécommunications.

[45]  A. Rukhin Matrix Variate Distributions , 1999, The Multivariate Normal Distribution.

[46]  Thomas L. Marzetta,et al.  Capacity of a Mobile Multiple-Antenna Communication Link in Rayleigh Flat Fading , 1999, IEEE Trans. Inf. Theory.

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

[48]  Gregory W. Wornell,et al.  Performance limits of coded diversity methods for transmitter antenna arrays , 1999, IEEE Trans. Inf. Theory.

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

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

[51]  A. Robert Calderbank,et al.  Space-time block coding for wireless communications: performance results , 1999, IEEE J. Sel. Areas Commun..

[52]  Thomas L. Marzetta,et al.  Space-time autocoding: arbitrarily reliable communication in a single fading interval , 2000, 2000 IEEE International Symposium on Information Theory (Cat. No.00CH37060).

[53]  B. Hughes Further results on differential space-time modulation , 2000, Proceedings of the 2000 IEEE Sensor Array and Multichannel Signal Processing Workshop. SAM 2000 (Cat. No.00EX410).

[54]  Gerhard Bauch,et al.  Improved codes for space-time trellis-coded modulation , 2000, IEEE Communications Letters.

[55]  Thomas L. Marzetta,et al.  Systematic design of unitary space-time constellations , 2000, IEEE Trans. Inf. Theory.

[56]  Brian L. Hughes Differential Space-Time modulation , 2000, IEEE Trans. Inf. Theory.

[57]  Bertrand M. Hochwald,et al.  Differential unitary space-time modulation , 2000, IEEE Trans. Commun..

[58]  B. Hughes Extensions to the theory of differential space-time modulation , 2000, 2000 IEEE International Symposium on Information Theory (Cat. No.00CH37060).

[59]  T.J. Richardon,et al.  Multiple-antenna signal constellations for fading channels , 2000, 2000 IEEE International Symposium on Information Theory (Cat. No.00CH37060).

[60]  Thomas L. Marzetta,et al.  Unitary space-time modulation for multiple-antenna communications in Rayleigh flat fading , 2000, IEEE Trans. Inf. Theory.

[61]  David Tse,et al.  Sphere packing in the Grassmann manifold: a geometric approach to the noncoherent multi-antenna channel , 2000, 2000 IEEE International Symposium on Information Theory (Cat. No.00CH37060).

[62]  Thomas L. Marzetta,et al.  Space-Time autocoding , 2001, IEEE Trans. Inf. Theory.

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

[64]  Brian L. Hughes,et al.  Optimal space-time constellations from groups , 2003, IEEE Trans. Inf. Theory.

[65]  Anja Vogler,et al.  An Introduction to Multivariate Statistical Analysis , 2004 .

[66]  M. Stephanov,et al.  Random Matrices , 2005, hep-ph/0509286.