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An Efficient Construction Strategy for Near-Optimal Variable-Length Error-Correcting Codes

delete2019-03-01
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PRE
AI
Y
Yen‐Ming Chen
F
Feng-Tsang Wu
C
Chih–Peng Li *
P
Pramod K. Varshney
DOI:10.1109/LCOMM.2019.2891623delete
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Abstract

Abstract

En 中文
In this letter, we present an efficient cross-entropy (CE)-based algorithm for the design of variable-length error-correcting (VLEC) codes under the joint source and channel coding (JSCC) framework. The algorithm enables us to construct the near-optimal VLEC codes that have the minimum average code-word length (ACL) with low search complexity. The efficiency of the proposed CE-based algorithm makes it possible to construct the VLEC codes that have small ACL values under various free-distance constraints, especially for large-sized signal alphabets.
Keywords:
Joint source-channel coding (JSCC)
separate source-channel coding (SSCC)
variable-length error-correcting (VLEC) codes
cross-entropy method

Journal

IEEE Communications Letters cover
IEEE Communications Letters
IF:
4.4
Papers:
1.3W
Citations:
2.2W

Organization

N
national sun yat sen university
Scholars:
7.6K
Papers: 7.7K
Citations: 3
S
Syracuse University
Scholars:
5.4K
Papers: 5.2K
Citations: 8.3K
Cited Papers

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On the Design of Variable-Length Error-Correcting Codes
err2013-09-01
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errWu, Ting-Yi; Chen, Po-Ning; Alajaji, Fady; Han, Yunghsiang S.
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