{"title":"环境后向散射通信联合信道估计、干扰消除和数据检测","authors":"D. Darsena, G. Gelli, F. Verde","doi":"10.1109/SPAWC.2018.8445779","DOIUrl":null,"url":null,"abstract":"This paper deals with the problem of joint channel estimation, interference suppression, and data detection for ambient backscatter communications, where a small device modulates its information by reflecting the radio-frequency signals emitted by a legacy orthogonal frequency-division multiplexing access point (AP). In particular, we study the case when the intended recipient of the backscatter information is integrated into the AP. The proposed technique, which relies on the space alternating generalized expectation maximization algorithm, detects the backscatter symbols iteratively, while the channel parameters are updated in parallel, leading to a receiver that also incorporates interference cancellation capabilities. Its performance is evaluated through Monte Carlo simulations.","PeriodicalId":240036,"journal":{"name":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":"{\"title\":\"Joint Channel Estimation, Interference Cancellation, and Data Detection for Ambient Backscatter Communications\",\"authors\":\"D. Darsena, G. Gelli, F. Verde\",\"doi\":\"10.1109/SPAWC.2018.8445779\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper deals with the problem of joint channel estimation, interference suppression, and data detection for ambient backscatter communications, where a small device modulates its information by reflecting the radio-frequency signals emitted by a legacy orthogonal frequency-division multiplexing access point (AP). In particular, we study the case when the intended recipient of the backscatter information is integrated into the AP. The proposed technique, which relies on the space alternating generalized expectation maximization algorithm, detects the backscatter symbols iteratively, while the channel parameters are updated in parallel, leading to a receiver that also incorporates interference cancellation capabilities. Its performance is evaluated through Monte Carlo simulations.\",\"PeriodicalId\":240036,\"journal\":{\"name\":\"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPAWC.2018.8445779\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPAWC.2018.8445779","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Joint Channel Estimation, Interference Cancellation, and Data Detection for Ambient Backscatter Communications
This paper deals with the problem of joint channel estimation, interference suppression, and data detection for ambient backscatter communications, where a small device modulates its information by reflecting the radio-frequency signals emitted by a legacy orthogonal frequency-division multiplexing access point (AP). In particular, we study the case when the intended recipient of the backscatter information is integrated into the AP. The proposed technique, which relies on the space alternating generalized expectation maximization algorithm, detects the backscatter symbols iteratively, while the channel parameters are updated in parallel, leading to a receiver that also incorporates interference cancellation capabilities. Its performance is evaluated through Monte Carlo simulations.