Title :
Source Side Information Can Increase the Joint Source-Channel Coding Error Exponent
Author :
Zhong, Yangfan ; Alajaji, Fady ; Campbell, L. Lorne
Author_Institution :
Queens Univ., Kingston
Abstract :
We study the joint source-channel coding (JSCC) error exponent for discrete memoryless source-channel systems with side information which is correlated to the transmitted source. Two cases are considered: (1) the side information is available only at the decoder; (2) the side information is available at both the encoder and decoder. We employ the method of types to establish a lower bound for the JSCC error exponent for each case. As a consequence, a JSCC theorem on the reliable transmissibility of the source over the channel is obtained. It is noted that the same JSCC theorem applies for both cases. For binary sources and symmetric channels, we derive a sufficient condition for which the side information at the decoder can strictly improve the JSCC error exponent. Numerical results show that side information can enlarge the region for reliable transmissibility and increase the JSCC error exponent for a wide class of source-channel parameters.
Keywords :
combined source-channel coding; decoding; discrete systems; error correction codes; memoryless systems; JSCC error exponent; decoder; discrete memoryless source-channel systems; encoder; joint source-channel coding; source side information; Availability; Decoding; Erbium; Error analysis; Mathematics; Memoryless systems; Reliability theory; Sufficient conditions; Switches; Upper bound;
Conference_Titel :
Information Theory, 2007. CWIT '07. 10th Canadian Workshop on
Conference_Location :
Edmonton, AB
Print_ISBN :
1-4244-0769-9
Electronic_ISBN :
1-4244-0769-9
DOI :
10.1109/CWIT.2007.375720