Title :
Error resilient data compression with adaptive deletion
Author :
Storer, James A.
Author_Institution :
Dept. of Comput. Sci., Brandeis Univ., Waltham, MA, USA
Abstract :
In earlier work we presented the k-error protocol, a technique for protecting a dynamic dictionary method from error propagation as the result of any k errors on the communication channel or compressed file. Here we further develop this approach and provide experimental evidence that this approach is highly effective in practice against a noisy channel or faulty storage medium. That is, for LZ2-based methods that “blow up” as a result of a single error, with the protocol in place, high error rates (with far more than the k errors for which the protocol was previously designed) can be sustained with no error propagation (the only corrupted bytes decoded are those that are part of the string represented by a pointer that was corrupted). Our experiments include the use of adaptive deletion, which can provide “insurance” for changing sources
Keywords :
adaptive systems; coding errors; data compression; decoding; protocols; telecommunication channels; LZ2-based methods; adaptive deletion; changing sources; communication channel; compressed file; decoded corrupted bytes; dynamic dictionary method; error propagation protection; error resilient data compression; experiment; faulty storage medium; high error rates; k-error protocol; pointer; string; Communication channels; Computer errors; Computer science; Data compression; Decoding; Dictionaries; Error analysis; Error correction; Error correction codes; Protocols;
Conference_Titel :
Compression and Complexity of Sequences 1997. Proceedings
Conference_Location :
Salerno
Print_ISBN :
0-8186-8132-2
DOI :
10.1109/SEQUEN.1997.666923