How Good is Phase-Shift Keying for Peak-Limited Rayleigh Fading Channels in the Low-SNR Regime?

This paper investigates the achievable information rate of phase-shift keying (PSK) over frequency non-selective Rayleigh fading channels without channel state information (CSI). The fading process exhibits general temporal correlation characterized by its spectral density function. We consider both discrete-time and continuous-time channels, and find their asymptotics at low signal-to-noise ratio (SNR). Compared to known capacity upper bounds under peak constraints, these asymptotics usually lead to negligible rate loss in the low-SNR regime for slowly time-varying fading channels. We further specialize to case studies of Gauss-Markov and Clarke's fading models.

[1]  David Tse,et al.  Degrees of freedom in some underspread MIMO fading channels , 2006, IEEE Transactions on Information Theory.

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

[3]  J.E. Mazo,et al.  Digital communications , 1985, Proceedings of the IEEE.

[4]  James L. Massey,et al.  Proper complex random processes with applications to information theory , 1993, IEEE Trans. Inf. Theory.

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

[6]  Amos Lapidoth,et al.  Capacity bounds via duality with applications to multiple-antenna systems on flat-fading channels , 2003, IEEE Trans. Inf. Theory.

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

[8]  David Tse,et al.  Degrees of freedom in underspread mimo fading channels , 2003, IEEE International Symposium on Information Theory, 2003. Proceedings..

[9]  Bruce E. Hajek,et al.  Capacity per unit energy of fading channels with a peak constraint , 2003, IEEE Transactions on Information Theory.

[10]  Pravin Varaiya,et al.  Capacity, mutual information, and coding for finite-state Markov channels , 1996, IEEE Trans. Inf. Theory.

[11]  Sergio Verdú,et al.  Second-order asymptotics of mutual information , 2004, IEEE Transactions on Information Theory.

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

[13]  T. Kailath Lectures on Wiener and Kalman Filtering , 2003 .

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

[15]  A. Viterbi Performance of an M -ary orthogonal communication system using stationary stochastic signals , 1967, IEEE Trans. Inf. Theory.

[16]  A. D. Wyner,et al.  Bounds on communication with polyphase coding , 1966 .

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

[18]  Thomas Kailath,et al.  Correlation detection of signals perturbed by a random channel , 1960, IRE Trans. Inf. Theory.