Title :
Achievability bounds for unequal message protection at finite block lengths
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 achievability bounds for a class of unequal error protection codebooks with m > 1 different classes of codewords called unequal message protection (UMP) codes. We extend the dependence testing bound due to Polyanskiy-Poor-Verdú to be applicable to UMP codes and use this extension to obtain refined asymptotic expansions for the performance of such codes over discrete memoryless channels. In addition, we consider two questions related to the practical construction of UMP codes. First, we study a “header” construction that prefixes the message class into a header followed by data protection using a standard homogeneous (classical) code. We show that, in general, this construction is not optimal at finite block lengths. We further demonstrate that our main UMP achievability bound can be obtained using coset codes, which suggests a path to tractable implementation of UMP codes.
Keywords :
channel coding; Polyanskiy-Poor-Verdu bound; UMP achievability bound; UMP codes; coset codes; data protection; dependence testing bound; discrete memoryless channels; finite block lengths; unequal error protection codebooks; unequal message protection codes; Decoding; Dispersion; Encoding; Error correction codes; Joints; Manganese;
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
DOI :
10.1109/ISIT.2014.6875288