Title :
Bounds on the decoding error probability of binary linear codes via their spectra
Author :
Poltyrev, Gregory
Author_Institution :
Fac. of Eng., Tel Aviv Univ., Israel
fDate :
7/1/1994 12:00:00 AM
Abstract :
Bounds on the error probability of maximum likelihood decoding of a binary linear code are considered. The bounds derived use the weight spectrum of the code and they are tighter than the conventional union bound in the case of large noise in the channel. The bounds derived are applied to a code with an average spectrum, and the result is compared to the random coding exponent. The author shows that the bound considered for the binary symmetrical channel case coincides asymptotically with the random coding bound. For the case of AWGN channel the author shows that Berlekamp´s (1980) tangential bound can be improved, but even this improved bound does not coincide with the random coding bound, although it can be very close to it
Keywords :
binary sequences; coding errors; decoding; error statistics; maximum likelihood estimation; parameter estimation; random noise; telecommunication channels; white noise; AWGN channel; binary linear codes; binary symmetrical channel; decoding error probability; error; maximum likelihood decoding; random coding bound; spectra; tangential bound; weight spectrum; AWGN; Absorption; Additive white noise; Binary codes; Decoding; Error probability; Linear code; Noise level; Upper bound; Vents;
Journal_Title :
Information Theory, IEEE Transactions on