Abstract
New and unifying analytical tools are developed and used to evaluate the bit error probability, false alarm and detection probabilities that result when binary information is communicated through a random channel further disturbed by additive white Gaussian noise. The class of channels modeled here are those which envelop the received electric field with an arbitrary space-time complex envelope. The complex Gaussian envelope, being a special case, yields the Rayleigh and Rice fading statistics. Considerable insight into the problem of communicating through a complex non-Gaussian fading channel is obtained by decomposing the performance measures into the sum of two terms, viz., one attributable to the usually assumed complex Gaussian envelope plus a residual performance term expressed as a series expansion in terms of multidimensional Hermite polynomials whose coefficients are the channel quasi-moments. Finally, a numerical example is presented in which the theory is applied to a specific non-Gaussian channel.
Original language | English |
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Pages (from-to) | 350-362 |
Number of pages | 13 |
Journal | IEEE Transactions on Information Theory |
Volume | 40 |
Issue number | 2 |
DOIs | |
State | Published - Mar 1994 |
Bibliographical note
Funding Information:Manuscript received March 20, 1990; revised April 30, 1993. This work was supported in part by the King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia, and by LinCom Corporation, Los Angeles, CA 90058 USA. K. H. Biyari is with the Department of Electrical Engineering, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia. W. C. Lindsey is with the Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, CA 90089 USA. IEEE Log Number 9215874.
Keywords
- Non-Gaussian channels
- non-Rayleigh fading
- quasi-moments
ASJC Scopus subject areas
- Information Systems
- Computer Science Applications
- Library and Information Sciences