Variable-Rate Linear Network Error Correction MDS Codes

被引:5
|
作者
Guang, Xuan [1 ,2 ]
Fu, Fang-Wei [2 ,3 ]
Zhang, Zhen [4 ]
机构
[1] Nankai Univ, Sch Math Sci, Tianjin 300071, Peoples R China
[2] Nankai Univ, LPMC, Tianjin 300071, Peoples R China
[3] Nankai Univ, Chern Inst Math, Tianjin 300071, Peoples R China
[4] Univ Southern Calif, Ming Hsieh Dept Elect Engn, Inst Commun Sci, Los Angeles, CA 90089 USA
基金
中国国家自然科学基金;
关键词
Network coding; network error correction; the refined Singleton bound; network maximum distance separable (MDS) codes; variable-rate network MDS codes; construction algorithms; random network coding;
D O I
10.1109/TIT.2016.2550522
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In network communication, the source often transmits messages at several different information rates within a session. How to deal with information transmission and network error correction simultaneously under different rates is introduced in this paper as a variable-rate network error correction problem. Apparently, linear network error correction maximum distance separable (MDS) codes are expected to be used for these different rates guaranteeing the maximal error-correcting capability. For this purpose, designing a linear network error correction MDS code based on the existing results for each information rate is an alternative solution, but it is inefficient due to its high complexity. In order to solve the problem more efficiently, we present the concept of variable-rate linear network error correction MDS codes preserving local encoding kernels, that is, these linear network error correction MDS codes of different rates have the same local encoding kernel at each internal node. Thus, each nonsource node always uses the same local kernel for coding, no matter what the rate is. Furthermore, we propose an approach to construct such a family of variable-rate network MDS codes and give an algorithm for efficient implementation. This approach economizes the storage space for each internal node, and saves resources and time for transmissions on networks. Moreover, the performance of our proposed algorithm is analyzed, including the field size, the time complexity, the encoding complexity at the source node, and the decoding methods. Finally, a random method is introduced for constructing such a family of variable-rate network MDS codes, and a lower bound on the success probability of this random method is given, which shows that this probability will approach to one as the base field size goes to infinity.
引用
收藏
页码:3147 / 3164
页数:18
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