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基于置换的短包通信系统分组码。

Permutation-Based Block Code for Short Packet Communication Systems.

机构信息

Faculty of Information Technology and Systems, Cherkasy State Technological University, 18006 Cherkasy, Ukraine.

State Scientific and Research Institute of Cybersecurity Technologies and Information Protection, 03142 Kyiv, Ukraine.

出版信息

Sensors (Basel). 2022 Jul 19;22(14):5391. doi: 10.3390/s22145391.

Abstract

This paper presents an approach to the construction of block error-correcting code for data transmission systems with short packets. The need for this is driven by the necessity of information interaction between objects of machine-type communication network with a dynamically changing structure and unique system of commands or alerts for each network object. The codewords of a code are permutations with a given minimum pairwise Hamming distance. The purpose of the study is to develop a statistical method for constructing a code, in contrast to known algebraic methods, and to investigate the code size. An algorithm for generating codewords has been developed. It can be implemented both by enumeration of the full set of permutations, and by enumeration of a given number of randomly selected permutations. We have experimentally determined the dependencies of the average and the maximum values of the code size on the size of a subset of permutations used for constructing the code. A technique for computing approximation quadratic polynomials for the determined code size dependencies has been developed. These polynomials and their corresponding curves estimate the size of a code generated from a subset of random permutations of such a size that a statistically significant experiment cannot be performed. The results of implementing the developed technique for constructing a code based on permutations of lengths 7 and 11 have been presented. The prediction relative error of the code size did not exceed the value of 0.72% for permutation length 11, code distance 9, random permutation subset size 50,000, and permutation statistical study range limited by 5040.

摘要

本文提出了一种针对具有短数据包的数据传输系统构建分组纠错码的方法。这种需求是由机器类型通信网络的对象之间具有动态变化的结构和每个网络对象独特的命令或警报系统的信息交互所驱动的。码字是具有给定最小成对汉明距离的置换。研究的目的是开发一种与已知代数方法相比的统计代码构造方法,并研究代码大小。已经开发了一种生成码字的算法。它既可以通过枚举所有置换的完整集合来实现,也可以通过枚举给定数量的随机选择的置换来实现。我们已经通过实验确定了平均和最大代码大小值与用于构造代码的置换子集大小之间的依赖关系。已经开发了一种用于计算确定的代码大小依赖关系的近似二次多项式的技术。这些多项式及其相应的曲线估计了从这样大小的随机置换子集中生成的代码的大小,对于这种大小,无法进行具有统计学意义的实验。已经提出了基于长度为 7 和 11 的置换构建代码的所开发技术的实现结果。对于置换长度为 11、码距为 9、随机置换子集大小为 50,000 以及置换统计研究范围限于 5040 的情况,代码大小的预测相对误差不超过 0.72%。

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