{"title":"蜂窝网络中基于泄漏LMS算法的智能天线波束形成","authors":"Ritika Sharma, A. Senapati, J. S. Roy","doi":"10.1109/EDCT.2018.8405082","DOIUrl":null,"url":null,"abstract":"One of the important technologies used in present day cellular network is adaptive smart antenna where cell site is able to communicate in desired direction only and by minimizing undesired interferences. This paper presents a modified least mean square algorithm known as leaky least mean square (LLMS) algorithm for beamforming in smart antenna. Analysis of beamforming using leaky LMS is done based on main beam direction, null direction, maximum side lobe level (SLLmax) and convergence by varying parameters such as the step size and leak factor for different number of antenna array elements.","PeriodicalId":6507,"journal":{"name":"2018 Emerging Trends in Electronic Devices and Computational Techniques (EDCT)","volume":"66 1","pages":"1-5"},"PeriodicalIF":0.0000,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Beamforming of smart antenna in cellular network using leaky LMS algorithm\",\"authors\":\"Ritika Sharma, A. Senapati, J. S. Roy\",\"doi\":\"10.1109/EDCT.2018.8405082\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"One of the important technologies used in present day cellular network is adaptive smart antenna where cell site is able to communicate in desired direction only and by minimizing undesired interferences. This paper presents a modified least mean square algorithm known as leaky least mean square (LLMS) algorithm for beamforming in smart antenna. Analysis of beamforming using leaky LMS is done based on main beam direction, null direction, maximum side lobe level (SLLmax) and convergence by varying parameters such as the step size and leak factor for different number of antenna array elements.\",\"PeriodicalId\":6507,\"journal\":{\"name\":\"2018 Emerging Trends in Electronic Devices and Computational Techniques (EDCT)\",\"volume\":\"66 1\",\"pages\":\"1-5\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 Emerging Trends in Electronic Devices and Computational Techniques (EDCT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EDCT.2018.8405082\",\"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 Emerging Trends in Electronic Devices and Computational Techniques (EDCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EDCT.2018.8405082","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Beamforming of smart antenna in cellular network using leaky LMS algorithm
One of the important technologies used in present day cellular network is adaptive smart antenna where cell site is able to communicate in desired direction only and by minimizing undesired interferences. This paper presents a modified least mean square algorithm known as leaky least mean square (LLMS) algorithm for beamforming in smart antenna. Analysis of beamforming using leaky LMS is done based on main beam direction, null direction, maximum side lobe level (SLLmax) and convergence by varying parameters such as the step size and leak factor for different number of antenna array elements.
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