Correcting bursty and localized deletions using guess & check codes

Correcting bursty and localized deletions using guess & check codes
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使用猜测纠正突发和局部删除

DOI:
10.1109/allerton.2017.8262712
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发表时间:
2017
期刊:
2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
影响因子:
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通讯作者:
S. E. Rouayheb
S. E. Rouayheb
中科院分区:
--
文献类型:
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作者:
Serge Kas Hanna;S. E. Rouayheb

文献摘要

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我们考虑构造二进制码的问题,以纠正在码字的某个部分先验未知的局部缺失。我们研究的模型是当δ≤w缺失发生在最大w位大小的窗口时。这些δ缺失不一定是连续的,但仅限于大小为w的窗口。局部缺失模型是突发模型的推广,其中所有被删除的位都是连续的。在这项工作中,我们提出了新的显式代码,基于Guess & Check代码族[1,2],可以高概率地纠正δ≤w的缺失,这些缺失定位在大小不超过w = O (log k)的窗口内,其中k是信息消息的长度。这些码具有确定的多项式时间编码和解码方案。这些代码的冗余度是c log k + w + 1,其中c是表示代码参数的常数。
We consider the problem of constructing binary codes for correcting deletions that are localized within a certain part of the codeword that is unknown a priori. The model that we study is when δ ≤ w deletions occur in a window of size at most w bits. These δ deletions are not necessarily consecutive, but are restricted to a window of size w. The localized deletions model is a generalization of the bursty model, where all the deleted bits are consecutive. In this work we propose new explicit codes, based on the family of Guess & Check codes [1,2], that can correct, with high probability, δ ≤ w deletions that are localized within a window of size at most w = O (log k), where k is the length of the information message. These codes have deterministic polynomial time encoding and decoding schemes. The redundancy of these codes is c log k + w + 1, where c is a constant representing a code parameter.