一种基于小波包分解的MIMO衰落信道DOA估计方法

A. Mushtaq, Garima Mahendru
{"title":"一种基于小波包分解的MIMO衰落信道DOA估计方法","authors":"A. Mushtaq, Garima Mahendru","doi":"10.1109/SPIN.2019.8711592","DOIUrl":null,"url":null,"abstract":"Direction-of-arrival (DOA) estimation has been a challenging problem in many applications such as wireless communication, radar, radio astronomy, sonar and navigation. However, the resolution of the Direction-of-Arrival estimation can be intensified by an array antenna system with an inventive signal processing. The DOA based estimation for the multiple-input-multiple-output (MIMO) systems have been observed using MUSIC and Wavelet Packet Decomposition on Rayleigh and Rician fading models. Furthermore, in wireless communication, the transmission of signal can be unexpectedly hindered due to a number of obstacles including severe weather conditions like rain that leads to fading of the signals resulting in loss of partial information. The MUSIC algorithm has however, been a winning solution to many parameter estimation problems due to its low computational cost, high resolution, and better stability. The presented methods have been useful to detect the fading scenario for MIMO system and several theoretical and practical simulations also show the effectiveness of this proposed algorithm. This paper thus puts forth an effective parameter to analyze and simulate the DOA evaluation in a wireless communication over fading channels in MIMO systems, which has been augmented on MUSIC and Wavelet Packet Decomposition so as to intensify the performance characteristics and reliability.","PeriodicalId":344030,"journal":{"name":"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"237 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"A Proposed DOA Estimation Technique Based on Wavelet Packet Decomposition for Fading Channel in MIMO Systems\",\"authors\":\"A. Mushtaq, Garima Mahendru\",\"doi\":\"10.1109/SPIN.2019.8711592\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Direction-of-arrival (DOA) estimation has been a challenging problem in many applications such as wireless communication, radar, radio astronomy, sonar and navigation. However, the resolution of the Direction-of-Arrival estimation can be intensified by an array antenna system with an inventive signal processing. The DOA based estimation for the multiple-input-multiple-output (MIMO) systems have been observed using MUSIC and Wavelet Packet Decomposition on Rayleigh and Rician fading models. Furthermore, in wireless communication, the transmission of signal can be unexpectedly hindered due to a number of obstacles including severe weather conditions like rain that leads to fading of the signals resulting in loss of partial information. The MUSIC algorithm has however, been a winning solution to many parameter estimation problems due to its low computational cost, high resolution, and better stability. The presented methods have been useful to detect the fading scenario for MIMO system and several theoretical and practical simulations also show the effectiveness of this proposed algorithm. This paper thus puts forth an effective parameter to analyze and simulate the DOA evaluation in a wireless communication over fading channels in MIMO systems, which has been augmented on MUSIC and Wavelet Packet Decomposition so as to intensify the performance characteristics and reliability.\",\"PeriodicalId\":344030,\"journal\":{\"name\":\"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)\",\"volume\":\"237 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPIN.2019.8711592\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 6th International Conference on Signal Processing and Integrated Networks (SPIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPIN.2019.8711592","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

在无线通信、雷达、射电天文、声纳和导航等诸多应用中,到达方向估计一直是一个具有挑战性的问题。然而,到达方向估计的分辨率可以通过具有创新信号处理的阵列天线系统来增强。研究了基于MUSIC和小波包分解的多输入多输出(MIMO)系统的DOA估计。此外,在无线通信中,信号的传输可能会由于许多障碍而意外受阻,包括导致信号衰落的恶劣天气条件,如下雨,从而导致部分信息丢失。MUSIC算法由于其低计算成本、高分辨率和更好的稳定性,已经成为许多参数估计问题的成功解决方案。所提出的方法对MIMO系统的衰落场景检测是有用的,理论和实际仿真也表明了该算法的有效性。本文提出了一个有效的参数来分析和模拟MIMO系统中衰落信道下无线通信的DOA评估,并在MUSIC和小波包分解的基础上进行了扩充,以增强其性能特点和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A Proposed DOA Estimation Technique Based on Wavelet Packet Decomposition for Fading Channel in MIMO Systems
Direction-of-arrival (DOA) estimation has been a challenging problem in many applications such as wireless communication, radar, radio astronomy, sonar and navigation. However, the resolution of the Direction-of-Arrival estimation can be intensified by an array antenna system with an inventive signal processing. The DOA based estimation for the multiple-input-multiple-output (MIMO) systems have been observed using MUSIC and Wavelet Packet Decomposition on Rayleigh and Rician fading models. Furthermore, in wireless communication, the transmission of signal can be unexpectedly hindered due to a number of obstacles including severe weather conditions like rain that leads to fading of the signals resulting in loss of partial information. The MUSIC algorithm has however, been a winning solution to many parameter estimation problems due to its low computational cost, high resolution, and better stability. The presented methods have been useful to detect the fading scenario for MIMO system and several theoretical and practical simulations also show the effectiveness of this proposed algorithm. This paper thus puts forth an effective parameter to analyze and simulate the DOA evaluation in a wireless communication over fading channels in MIMO systems, which has been augmented on MUSIC and Wavelet Packet Decomposition so as to intensify the performance characteristics and reliability.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Data Classification by Reducing Bias of Domain-Oriented Knowledge Based on Data Jackets A Robust Automatic Algorithm for Statistical Analysis and Classification of Lung Auscultations Modified Dispersion Equation for Planar Open Tape Helix Travelling Wave Tube Experimental Analysis of Power Generation for Ultra-Low Power Wireless Sensor Nodes Using Various Coatings on Thermoelectric Energy Harvester A Novel Reconfigurable Patch Antenna with Parasitic Patch
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1