Title :
An Investigation of Block Coding for Laplacian Noise
Author :
Shao, Hua ; Beaulieu, Norman C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
fDate :
7/1/2012 12:00:00 AM
Abstract :
In many communication channels, the ambient disturbance is known through experimental evidence as well as theoretical considerations to deviate strongly from the Gaussian model. In order to evaluate the performance of digital signaling in such channels, the non-Gaussian noise must be properly modeled. The Laplace distribution is used here to model the non-Gaussian noise and study the performance of communication systems employing block data transmission in the presence of impulsive noise. Analytical expressions for assessing codeword error probability and bit error probability are derived for hard-decision decoders, soft-decision decoders and optimum maximum likelihood detectors in both nonfading and quasi-static Rayleigh fading scenarios. Numerical results are presented for different codes, block sizes and error rate levels. The characteristics of error performance are discussed for both nonfading and quasi-static Rayleigh fading channels.
Keywords :
Rayleigh channels; block codes; decoding; error statistics; impulse noise; statistical distributions; Laplace distribution; Laplacian noise; ambient disturbance; bit error probability; block coding; block data transmission; codeword error probability; communication channel; communication systems; digital signaling; hard decision decoder; impulsive noise; nonGaussian noise; nonfading channel; optimum maximum likelihood detector; quasistatic Rayleigh fading channel; soft decision decoder; Block codes; Decoding; Error probability; Fading; Laplace equations; Maximum likelihood detection; Noise; Bit error probability (BER); Laplace distribution; block code; channel coding; codeword error probability; convolutional code; hard-decision decoder; impulsive noise; optimum maximum likelihood detector; quasi-static fading channel; soft-decision decoder;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.051712.101143