Title :
On mismatched unequal message protection for finite block length joint source-channel coding
Author :
Shkel, Yanina Y. ; Tan, Vincent Y. F. ; Draper, Stark C.
Author_Institution :
Electr. & Comput. Eng., Univ. of Wisconsin-Madison, Madison, WI, USA
fDate :
June 29 2014-July 4 2014
Abstract :
We study the problem of lossless joint source-channel coding (JSCC) in the finite block length regime from an unequal message protection (UMP) perspective. We demonstrate that the problem of lossless JSCC can be cast in terms of UMP codes previously studied. We show that an optimal JSCC can be constructed from a matched UMP code. We further derive a finite block length bound that characterizes the performance of a JSCC constructed from a UMP code not perfectly matched to the source. This bound is evaluated for a binary memoryless source transmitted over a binary symmetric channel. Two-class schemes previously studied in literature are compared with the proposed scheme. Empirically the JSCCs based on UMP codes approach the performance of the optimal matched code quite fast in number of classes used.
Keywords :
combined source-channel coding; memoryless systems; UMP codes; binary memoryless source; binary symmetric channel; finite block length bound; joint source-channel coding; lossless JSCC; optimal matched code; unequal message protection; Computers; Educational institutions; Encoding; Indexes; Joints; Silicon;
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
DOI :
10.1109/ISIT.2014.6875122