Capacity per unit energy of fading channels with a peak constraint

A discrete-time single-user scalar channel with temporally correlated Rayleigh fading is analyzed. There is no side information at the transmitter or the receiver. A simple expression is given for the capacity per unit energy, in the presence of a peak constraint. The simple formula of Verdu/spl acute/ for capacity per unit cost is adapted to a channel with memory, and is used in the proof. In addition to bounding the capacity of a channel with correlated fading, the result gives some insight into the relationship between the correlation in the fading process and the channel capacity. The results are extended to a channel with side information, showing that the capacity per unit energy is one nat per joule, independently of the peak power constraint. A continuous-time version of the model is also considered. The capacity per unit energy subject to a peak constraint (but no bandwidth constraint) is given by an expression similar to that for discrete time, and is evaluated for Gauss-Markov and Clarke fading channels.

[1]  G. Szegö Ein Grenzwertsatz über die Toeplitzschen Determinanten einer reellen positiven Funktion , 1915 .

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

[3]  G. Maruyama THE HARMONIC ANALYSIS OF STATIONARY STOCHASTIC PROCESSES , 1949 .

[4]  I. Jacobs The asymptotic behavior of incoherent M-ary communication systems , 1963 .

[5]  Amiel Feinstein,et al.  Information and information stability of random variables and processes , 1964 .

[6]  David R. Cox,et al.  The Theory of Stochastic Processes , 1967, The Mathematical Gazette.

[7]  R. Gallager Information Theory and Reliable Communication , 1968 .

[8]  Robert Spayde Kennedy,et al.  Fading dispersive communication channels , 1969 .

[9]  I. I. Gikhman,et al.  The Theory of Stochastic Processes III , 1979 .

[10]  Sheldon M. Ross,et al.  Stochastic Processes , 2018, Gauge Integral Structures for Stochastic Calculus and Quantum Electrodynamics.

[11]  R. Gallager ENERGY LIMITED CHANNELS : CODING , MULTIACCESS , AND SPREAD SPECTRUM * * ABSTRACT , 1987 .

[12]  Aaron D. Wyner,et al.  Capacity and error-exponent for the direct detection photon channel-Part II , 1988, IEEE Trans. Inf. Theory.

[13]  A. D. Wyner,et al.  Capacity and error exponent for the direct detection photon channel. II , 1988 .

[14]  Sergio Verdú,et al.  On channel capacity per unit cost , 1990, IEEE Trans. Inf. Theory.

[15]  R. Gray Entropy and Information Theory , 1990, Springer New York.

[16]  Thomas M. Cover,et al.  Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing) , 2006 .

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

[18]  Gordon L. Stüber Principles of mobile communication , 1996 .

[19]  Shlomo Shamai,et al.  Fading Channels: Information-Theoretic and Communication Aspects , 1998, IEEE Trans. Inf. Theory.

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

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

[22]  Emre Telatar,et al.  Capacity and mutual information of wideband multipath fading channels , 1998, IEEE Trans. Inf. Theory.

[23]  Ibrahim C. Abou-Faycal,et al.  The capacity of discrete-time memoryless Rayleigh-fading channels , 2001, IEEE Trans. Inf. Theory.

[24]  Bruce E. Hajek,et al.  Capacity and reliability function for small peak signal constraints , 2002, IEEE Trans. Inf. Theory.

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

[26]  R. Gallager Power Limited Channels: Coding, Multiaccess, and Spread Spectrum , 2002 .

[27]  Bruce E. Hajek,et al.  Broad-band fading channels: Signal burstiness and capacity , 2002, IEEE Trans. Inf. Theory.

[28]  Muriel Médard,et al.  Bandwidth scaling for fading multipath channels , 2002, IEEE Trans. Inf. Theory.

[29]  Babak Hassibi,et al.  Analysis of multiple-antenna wireless links at low SNR , 2004, IEEE Transactions on Information Theory.

[30]  Amos Lapidoth,et al.  On the asymptotic capacity of stationary Gaussian fading channels , 2005, IEEE Transactions on Information Theory.

[31]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .