{"title":"基于独立分量分析(ICA)的五口接收机盲定标","authors":"Francisco Vidal, A. Neto, A. Martins, B. Huyart","doi":"10.1109/WTS.2013.6566246","DOIUrl":null,"url":null,"abstract":"Five-port direct conversion receiver has been demonstrated as an interesting alternative for application in software-defined radio since its design is simple and it can operate in a wide range of frequencies. However, in order to carry out in-phase and quadrature demodulation, the five-port receiver must be calibrated for each frequency and modulation type. In this paper, we evaluate the performance of a blind calibration procedure based on Independent Component Analysis (ICA). The experimental and simulation results show the effectiveness of the FastICA algorithm when it is applied to the recovery of the components sI(t) and sQ(t) of the baseband signal in a five-port receiver.","PeriodicalId":441229,"journal":{"name":"2013 Wireless Telecommunications Symposium (WTS)","volume":"5 5","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Blind calibration of five-port receiver based on Independent Component Analysis (ICA)\",\"authors\":\"Francisco Vidal, A. Neto, A. Martins, B. Huyart\",\"doi\":\"10.1109/WTS.2013.6566246\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Five-port direct conversion receiver has been demonstrated as an interesting alternative for application in software-defined radio since its design is simple and it can operate in a wide range of frequencies. However, in order to carry out in-phase and quadrature demodulation, the five-port receiver must be calibrated for each frequency and modulation type. In this paper, we evaluate the performance of a blind calibration procedure based on Independent Component Analysis (ICA). The experimental and simulation results show the effectiveness of the FastICA algorithm when it is applied to the recovery of the components sI(t) and sQ(t) of the baseband signal in a five-port receiver.\",\"PeriodicalId\":441229,\"journal\":{\"name\":\"2013 Wireless Telecommunications Symposium (WTS)\",\"volume\":\"5 5\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-04-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 Wireless Telecommunications Symposium (WTS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WTS.2013.6566246\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 Wireless Telecommunications Symposium (WTS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WTS.2013.6566246","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Blind calibration of five-port receiver based on Independent Component Analysis (ICA)
Five-port direct conversion receiver has been demonstrated as an interesting alternative for application in software-defined radio since its design is simple and it can operate in a wide range of frequencies. However, in order to carry out in-phase and quadrature demodulation, the five-port receiver must be calibrated for each frequency and modulation type. In this paper, we evaluate the performance of a blind calibration procedure based on Independent Component Analysis (ICA). The experimental and simulation results show the effectiveness of the FastICA algorithm when it is applied to the recovery of the components sI(t) and sQ(t) of the baseband signal in a five-port receiver.