Cutoff rate optimal binary inputs with imperfect CSI

We use the cutoff rate to study the optimal binary input distributions for the Rayleigh flat-fading channel with imperfect receiver channel state information (CSI). First, we evaluate the cutoff rate and analyze the optimal binary input as a function of the CSI quality and receiver SNR. Next, we study the limiting distributions - BPSK and on-off keying (OOK) - and derive an analytic design rule that allows adaptive switching between these two as the receiver CSI changes. We establish the virtues of a modulation scheme that employs only these limiting distributions, rather than the full spectrum of binary inputs. Finally, we use our results to design an adaptive modulation scheme for pilot symbol assisted modulation systems. We show that switching between just BPSK and equiprobable-OOK is nearly optimal for moderate to large SNR, and that switching between BPSK and generalized-OOK is nearly optimal for all SNR

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

[2]  Ibrahim C. Abou-Faycal,et al.  Binary adaptive coded pilot symbol assisted modulation over Rayleigh fading channels without feedback , 2005, IEEE Transactions on Communications.

[3]  Sean P. Meyn,et al.  Characterization and computation of optimal distributions for channel coding , 2005, IEEE Transactions on Information Theory.

[4]  Dennis Goeckel,et al.  Adaptive coding for time-varying channels using outdated fading estimates , 1999, IEEE Trans. Commun..

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

[6]  Harish Viswanathan,et al.  Optimal placement of training for frequency-selective block-fading channels , 2002, IEEE Trans. Inf. Theory.

[7]  Erdal Arikan,et al.  An upper bound on the cutoff rate of sequential decoding , 1988, IEEE Trans. Inf. Theory.

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

[9]  Georgios B. Giannakis,et al.  Capacity maximizing MMSE-optimal pilots for wireless OFDM over frequency-selective block Rayleigh-fading channels , 2004, IEEE Transactions on Information Theory.

[10]  José Manuel Páez-Borrallo,et al.  Tracking of time misalignments for OFDM systems in multipath fading channels , 2002, IEEE Trans. Consumer Electron..

[11]  Adel A. M. Saleh,et al.  On the Computational Cutoff Rate, R0for the Peak-Power-Limited Gaussian Channel , 1987, IEEE Trans. Commun..

[12]  Shlomo Shamai,et al.  The capacity of average and peak-power-limited quadrature Gaussian channels , 1995, IEEE Trans. Inf. Theory.

[13]  Wayne E. Stark,et al.  Channels with block interference , 1984, IEEE Trans. Inf. Theory.

[14]  Upamanyu Madhow,et al.  On fixed input distributions for noncoherent communication over high-SNR Rayleigh-fading channels , 2004, IEEE Transactions on Information Theory.

[15]  Alfred O. Hero,et al.  Cutoff rate and signal design for the quasi-static Rayleigh-fading space-Time channel , 2001, IEEE Trans. Inf. Theory.

[16]  Sergio VerdÂ,et al.  Fading Channels: InformationTheoretic and Communications Aspects , 2000 .

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

[18]  E. Xi The Cutoff Rate of Time Correlated Fading Channels , 1993 .

[19]  Brian M. Sadler,et al.  Optimal insertion of pilot symbols for transmissions over time-varying flat fading channels , 2004, IEEE Transactions on Signal Processing.

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

[21]  Heinrich Meyr,et al.  An information theoretic foundation of synchronized detection , 2001, IEEE Trans. Commun..

[22]  J. Cavers An analysis of pilot symbol assisted modulation for Rayleigh fading channels (mobile radio) , 1991 .

[23]  J. Cavers,et al.  Variable-Rate Transmission for Rayleigh Fading Channels , 1972, IEEE Trans. Commun..

[24]  Georgios B. Giannakis,et al.  Adaptive PSAM accounting for channel estimation and prediction errors , 2005, IEEE Transactions on Wireless Communications.

[25]  Georgios B. Giannakis,et al.  Optimal training for block transmissions over doubly selective wireless fading channels , 2003, IEEE Trans. Signal Process..

[26]  Tho Le-Ngoc,et al.  Coded-Modulation Techniques for Fading Channels , 1994 .

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

[28]  Brian M. Sadler,et al.  Pilot-assisted wireless transmissions: general model, design criteria, and signal processing , 2004, IEEE Signal Processing Magazine.

[29]  John M. Geist The cutoff rate for on-off keying , 1991, IEEE Trans. Commun..

[30]  Brian M. Sadler,et al.  Pilot Assisted Wireless Transmissions † , 2004 .

[31]  Ananthram Swami,et al.  Optimal Training for Time-Selective Wireless Fading Channels Using Cutoff Rate , 2006, EURASIP J. Adv. Signal Process..

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

[33]  Xiaodai Dong,et al.  Symbol error probability of two-dimensional signaling in Ricean fading with imperfect channel estimation , 2005, IEEE Transactions on Vehicular Technology.

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

[35]  Michael P. Fitz,et al.  Frequency offset compensation of pilot symbol assisted modulation in frequency flat fading , 1997, IEEE Trans. Commun..