DocumentCode
2188598
Title
On Computation of Performance Bounds of Optimal Index Assignment
Author
Wu, Xiaolin ; Mittelmann, Hans D. ; Wang, Xiaohan ; Wang, Jia
Author_Institution
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, ON, Canada
fYear
2010
fDate
24-26 March 2010
Firstpage
189
Lastpage
198
Abstract
Channel-optimized index assignment of source codewords is arguably the simplest way of improving transmission error resilience, while keeping the source and/or channel codes intact. But optimal design of index assignment is an instance of quadratic assignment problem (QAP), one of the hardest optimization problems in the NP-complete class. In this paper we make a progress in the research of index assignment optimization. We apply some recent results of QAP research to compute the strongest lower bounds so far for channel distortion of BSC among all index assignments. The strength of the resulting lower bounds is validated by comparing them against the upper bounds produced by heuristic index assignment algorithms.
Keywords
channel coding; quadratic programming; NP-complete class; QAP; channel code; channel distortion; channel-optimized index assignment; heuristic index assignment algorithm; quadratic assignment problem; source codeword; transmission error resilience; Data compression; Data engineering; Forward error correction; Heuristic algorithms; Niobium compounds; Quantization; Resilience; System performance; USA Councils; Upper bound; Index assignment; error resilience; quadratic assignment; quantization; relaxation; semidefinite programming;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference (DCC), 2010
Conference_Location
Snowbird, UT
ISSN
1068-0314
Print_ISBN
978-1-4244-6425-8
Electronic_ISBN
1068-0314
Type
conf
DOI
10.1109/DCC.2010.24
Filename
5453463
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