现代电子技术2024，Vol.47Issue(7)：83-88,6.DOI:10.16652/j.issn.1004-373x.2024.07.014
基于自编码器和直接序列扩频的端到端无线通信技术研究
Research on end-to-end wireless communication technology based on autoencoder and DSSS
摘要
Abstract
In this paper,a wireless spread spectrum communication system is designed and implemented based on autoencoder and DSSS(direct sequence spread spectrum),and the end-to-end training,verification and testing are carried out in a data-driven way.Meanwhile,the influence of hyperparameters,for instance,channel scale and coding rate,as well as jamming signals,on the block error rate performance of the system is studied.The simulation results show that the system is oriented to various hyper-parameters,and has good block error rate performance.In addition,on the basis of DSSS,the system is oriented to interference signals of various specifications and has strong anti-interference ability.关键词
自编码器/直接序列扩频/端到端/无线通信/抗干扰/数据驱动Key words
autoencoder/DSSS/end-to-end/wireless communication/anti-jamming/data-driven分类
信息技术与安全科学引用本文复制引用
陆瑞,江汉,任江飞..基于自编码器和直接序列扩频的端到端无线通信技术研究[J].现代电子技术,2024,47(7):83-88,6.
