Title :
Error recovery of variable length code over BSC with arbitrary crossover probability
Author :
Zhou, Jiantao ; Au, Oscar C.
Author_Institution :
Dept. of Electron. & Comput. Eng., Hong Kong Univ. of Sci. & Technol., Hong Kong, China
fDate :
6/1/2010 12:00:00 AM
Abstract :
The error recovery capability of variable length code (VLC) has been considered as an important performance and design criterion in addition to its coding efficiency. However, almost all of the existing methods for evaluating the error recovery capability of VLC assume that the transmission fault is a random single bit inversion. In this paper, we consider a more generalized problem of precisely evaluating the error recovery capability of VLC in the case that the encoded bit stream is transmitted over a BSC with arbitrary crossover probability. By making use of the Perron-Frobenius Theorem, we derive a very simple expression for the exact mean error propagation rate (MEPR), and show that the variance of error propagation rate (VEPR) is zero. We also prove that in the regime of very low crossover probability, the mean error propagation length (MEPL) derived for single inversion error case approaches a scaled value of the MEPR. Furthermore, we briefly discuss the problem of evaluating the error detection capability of non-exhaustive code over BSC.
Keywords :
probability; variable length codes; Perron-Frobenius theorem; arbitrary crossover probability; error propagation rate; error recovery; mean error propagation length; mean error propagation rate; random single bit inversion; transmission fault; variable length code; Cryptography; Decoding; Delay estimation; Gold; Image coding; Noise reduction; Noise robustness; Optical propagation; Security; Video coding; Source coding, variable length code, synchronization, error recovery, binary symmetric channel.;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.06.080555