Title :
Minimum redundancy zero-error source coding with side information
Author :
Koulgi, Prashant ; Tuncel, Ertem ; Regunathan, Shankar ; Rose, Kenneth
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
Abstract :
We consider the design of instantaneous variable-length zero-error codes where the decoder has access to side information about the source, which is not available to the encoder. We show that finding the optimal code, which minimizes the expected codeword length, is an NP-hard problem. We derive an exponential-time optimal design algorithm. We also provide polynomial-time approximate algorithms, and discuss their average-case and worst-case performance guarantees
Keywords :
computational complexity; minimisation; polynomial approximation; redundancy; source coding; variable length codes; NP-hard problem; average-case performance guarantee; codeword length minimization; exponential-time optimal design algorithm; instantaneous variable-length zero-error codes; minimum redundancy zero-error source coding; optimal code; polynomial-time approximate algorithms; side information; worst-case performance guarantee; Algorithm design and analysis; Binary codes; Decoding; Encoding; NP-hard problem; Polynomials; Probability distribution; Random variables; Redundancy; Source coding;
Conference_Titel :
Information Theory, 2001. Proceedings. 2001 IEEE International Symposium on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-7123-2
DOI :
10.1109/ISIT.2001.936145