{"title":"衰落信道迭代学习控制研究进展","authors":"D. Shen, Jiaxi Qian","doi":"10.1109/DDCLS52934.2021.9455537","DOIUrl":null,"url":null,"abstract":"With the rapid development of communication technology, network control is widely used. In the process of wireless transmission, a signal may be affected by the attenuation channel. In this paper, we review the recent advances in learning control with fading channels. We first study the case that the fading channel statistics are known, then we turn to the unknown case. We also make some comparisons among these results to illustrate the newly developed techniques. This review paper may assist the readers in understanding the progress of the researches on the design of fading channel algorithms as well as the related issues in multiplicative randomness.","PeriodicalId":325897,"journal":{"name":"2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Recent Advances in Iterative Learning Control with Fading Channel\",\"authors\":\"D. Shen, Jiaxi Qian\",\"doi\":\"10.1109/DDCLS52934.2021.9455537\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the rapid development of communication technology, network control is widely used. In the process of wireless transmission, a signal may be affected by the attenuation channel. In this paper, we review the recent advances in learning control with fading channels. We first study the case that the fading channel statistics are known, then we turn to the unknown case. We also make some comparisons among these results to illustrate the newly developed techniques. This review paper may assist the readers in understanding the progress of the researches on the design of fading channel algorithms as well as the related issues in multiplicative randomness.\",\"PeriodicalId\":325897,\"journal\":{\"name\":\"2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-05-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DDCLS52934.2021.9455537\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DDCLS52934.2021.9455537","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Recent Advances in Iterative Learning Control with Fading Channel
With the rapid development of communication technology, network control is widely used. In the process of wireless transmission, a signal may be affected by the attenuation channel. In this paper, we review the recent advances in learning control with fading channels. We first study the case that the fading channel statistics are known, then we turn to the unknown case. We also make some comparisons among these results to illustrate the newly developed techniques. This review paper may assist the readers in understanding the progress of the researches on the design of fading channel algorithms as well as the related issues in multiplicative randomness.