Mimic turbo compiled code structure for wireless communication systems

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IET Communications Pub Date : 2024-08-23 DOI:10.1049/cmu2.12818
Yuchen Shi, Shangdong Liu, Sisi Shao, Yimu Ji, Fei Wu, Tiansheng Gu, Yulu Zheng, Yijun Nie, Zongkai Ji, Cailing Sun, Zeng Chen, Yawei Sun
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Abstract

Turbo codes play a crucial role in wireless communication systems, and their compiled code structures are key factors affecting the performance of the entire communication system. As a result, the study of turbo compiled code structures has been a focal point for researchers. The iterative decoding of turbo code structures has multiple limitations and large storage resource consumption, leading to poor system anti-interference ability and a rapid increase in BER. To address these issues, this paper proposes the mimic turbo compiled code structure (MTCCS) for wireless communication systems. MTCCS is based on the DHR idea, incorporating dynamic, heterogeneous, and redundancy characteristics. Dynamicity is achieved through a dynamic scheduling algorithm based on abnormal feedback information. Heterogeneity is achieved through a codec component collection design method based on intrinsic and extrinsic heterogeneity. Redundancy is achieved through a majority voting algorithm. At the beginning of information transmission, MTCCS randomly selects heterogeneous codecs from the heterogeneous codec collection to enter the runtime pool. After the information transmission is complete, the majority voting algorithm is used to adjudicate the multi-mode output of the codecs, resulting in a relatively accurate decoding outcome. Meanwhile, the dynamic scheduling module calculates the abnormal feedback information of each codec and accordingly dynamically schedules the mimic turbo codecs to replace the abnormal ones. Through the above process, MTCCS realizes the adaptive compilation code and improves the anti-interference ability of turbo code. Simulation experiments are conducted on MTCCS in both non-interference and interference scenarios. Simulation experiments show that MTCCS introducing the DHR idea achieves a balance between anti-interference and decoding performance. It effectively addresses the issue of poor anti-interference ability in turbo codes, and the decoding performance of MTCCS is superior to that of the previous single conventional turbo codes.

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无线通信系统的模拟涡轮增压编译代码结构
涡轮编码在无线通信系统中起着至关重要的作用,其编译编码结构是影响整个通信系统性能的关键因素。因此,对涡轮编译码结构的研究一直是研究人员关注的焦点。涡轮编码结构的迭代译码存在多种局限性,存储资源消耗大,导致系统抗干扰能力差,误码率迅速上升。针对这些问题,本文提出了用于无线通信系统的模拟涡轮编译码结构(MTCCS)。MTCCS 基于 DHR 思想,融合了动态、异构和冗余特性。动态性是通过基于异常反馈信息的动态调度算法实现的。异构性是通过基于内在和外在异构性的编解码器组件集合设计方法实现的。冗余通过多数表决算法实现。在信息传输开始时,MTCCS 从异构编解码器集合中随机选择异构编解码器进入运行时池。信息传输完成后,采用多数表决算法对编解码器的多模式输出进行裁决,从而获得相对准确的解码结果。同时,动态调度模块会计算每个编解码器的异常反馈信息,并据此动态调度模拟涡轮编解码器来替换异常编解码器。通过上述过程,MTCCS 实现了自适应编译编码,提高了涡轮编码的抗干扰能力。在无干扰和有干扰两种情况下,对 MTCCS 进行了仿真实验。仿真实验表明,引入 DHR 思想的 MTCCS 实现了抗干扰和解码性能的平衡。它有效地解决了涡轮编码抗干扰能力差的问题,而且 MTCCS 的解码性能优于之前的单一传统涡轮编码。
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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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