{"title":"噪声OFDM信道的改进阶递推最小二乘估计","authors":"E. Golovins, N. Ventura","doi":"10.1109/CNSR.2007.42","DOIUrl":null,"url":null,"abstract":"In this article the new modified order-recursive least squares (MORLS) algorithm is presented for the multipath channel response estimation in the OFDM systems. The developed algorithm exhibits noticeably better performance (up to 1.4 dB) than traditional DFT-based methods due to improved noise filtering if the channel is characterised by a sparse power-delay profile. Computational complexity of the MORLS estimator is shown to be comparable with the DFT- based schemes for the channel impulse responses (CIRs) with maximum components present, whereas for the sparse CIRs or CIRs with shorter duration it reduces considerably and can potentially lower hardware power consumption.","PeriodicalId":266936,"journal":{"name":"Fifth Annual Conference on Communication Networks and Services Research (CNSR '07)","volume":"85 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Modified Order-Recursive Least Squares Estimator for the Noisy OFDM Channels\",\"authors\":\"E. Golovins, N. Ventura\",\"doi\":\"10.1109/CNSR.2007.42\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this article the new modified order-recursive least squares (MORLS) algorithm is presented for the multipath channel response estimation in the OFDM systems. The developed algorithm exhibits noticeably better performance (up to 1.4 dB) than traditional DFT-based methods due to improved noise filtering if the channel is characterised by a sparse power-delay profile. Computational complexity of the MORLS estimator is shown to be comparable with the DFT- based schemes for the channel impulse responses (CIRs) with maximum components present, whereas for the sparse CIRs or CIRs with shorter duration it reduces considerably and can potentially lower hardware power consumption.\",\"PeriodicalId\":266936,\"journal\":{\"name\":\"Fifth Annual Conference on Communication Networks and Services Research (CNSR '07)\",\"volume\":\"85 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-05-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Fifth Annual Conference on Communication Networks and Services Research (CNSR '07)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CNSR.2007.42\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fifth Annual Conference on Communication Networks and Services Research (CNSR '07)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CNSR.2007.42","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Modified Order-Recursive Least Squares Estimator for the Noisy OFDM Channels
In this article the new modified order-recursive least squares (MORLS) algorithm is presented for the multipath channel response estimation in the OFDM systems. The developed algorithm exhibits noticeably better performance (up to 1.4 dB) than traditional DFT-based methods due to improved noise filtering if the channel is characterised by a sparse power-delay profile. Computational complexity of the MORLS estimator is shown to be comparable with the DFT- based schemes for the channel impulse responses (CIRs) with maximum components present, whereas for the sparse CIRs or CIRs with shorter duration it reduces considerably and can potentially lower hardware power consumption.