{"title":"MIMO-OFDM系统的迭代决策导向信道估计","authors":"Wenjie Zhang, Hui Li, Bin Li","doi":"10.1109/COMPCOMM.2016.7924986","DOIUrl":null,"url":null,"abstract":"In this paper, an iterative decision-directed channel estimation algorithm is proposed for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) system. The algorithm is divided into two parts: channel prediction and channel estimation. The basic idea of the channel prediction is to use the auto-regression model and a priori information of the channel to predict channel state. Then channel state is estimated by using the channel prediction information and received signal. The simulation results show that the proposed method can increase the accuracy of the channel estimation and improve the performance of the MIMO-OFDM system. The BER of the iterative DD-CE method has almost 10% promotion when the SNR is 30 and almost 2dB improvement of estimation accuracy than traditional DDCE method.","PeriodicalId":210833,"journal":{"name":"2016 2nd IEEE International Conference on Computer and Communications (ICCC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Iterative decision-directed channel estimation for MIMO-OFDM system\",\"authors\":\"Wenjie Zhang, Hui Li, Bin Li\",\"doi\":\"10.1109/COMPCOMM.2016.7924986\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, an iterative decision-directed channel estimation algorithm is proposed for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) system. The algorithm is divided into two parts: channel prediction and channel estimation. The basic idea of the channel prediction is to use the auto-regression model and a priori information of the channel to predict channel state. Then channel state is estimated by using the channel prediction information and received signal. The simulation results show that the proposed method can increase the accuracy of the channel estimation and improve the performance of the MIMO-OFDM system. The BER of the iterative DD-CE method has almost 10% promotion when the SNR is 30 and almost 2dB improvement of estimation accuracy than traditional DDCE method.\",\"PeriodicalId\":210833,\"journal\":{\"name\":\"2016 2nd IEEE International Conference on Computer and Communications (ICCC)\",\"volume\":\"35 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 2nd IEEE International Conference on Computer and Communications (ICCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/COMPCOMM.2016.7924986\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 2nd IEEE International Conference on Computer and Communications (ICCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COMPCOMM.2016.7924986","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Iterative decision-directed channel estimation for MIMO-OFDM system
In this paper, an iterative decision-directed channel estimation algorithm is proposed for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) system. The algorithm is divided into two parts: channel prediction and channel estimation. The basic idea of the channel prediction is to use the auto-regression model and a priori information of the channel to predict channel state. Then channel state is estimated by using the channel prediction information and received signal. The simulation results show that the proposed method can increase the accuracy of the channel estimation and improve the performance of the MIMO-OFDM system. The BER of the iterative DD-CE method has almost 10% promotion when the SNR is 30 and almost 2dB improvement of estimation accuracy than traditional DDCE method.