Effective frequency offset correction in OFDM systems with extended Kalman filtering technique

K. V. Babu, G. Ramachandra Reddy, J. Prakash
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引用次数: 1

Abstract

Disaster Management System (DMS) is a key solution for humanitarian relief from natural disasters and manmade disasters. This paper discusses the use of Orthogonal Frequency Division Multiplexing (OFDM) in DMS. OFDM is a multicarrier modulation (MCM) in which single data stream is transmitted over a number of lower rate sub carriers. The main reason to use OFDM is to increase the robustness against frequency selective fading and narrow band interference. However an important issue like inter carrier interference (ICI) caused due to Doppler frequency offset and variations in local oscillators distorts the transmitted OFDM signal. In this letter a novel ICI mitigation method which uses Extended Kalman Filter (EKF) is proposed to mitigate the ICI effects. Final simulated results show that the proposed method in this paper outperforms the conventional ICI mitigation techniques.
扩展卡尔曼滤波技术在OFDM系统中的有效频偏校正
灾害管理系统(DMS)是自然灾害和人为灾害人道主义救援的关键解决方案。本文讨论了正交频分复用(OFDM)技术在DMS中的应用。OFDM是一种多载波调制(MCM),其中单个数据流在许多较低速率的子载波上传输。使用OFDM的主要原因是为了提高对频率选择性衰落和窄带干扰的鲁棒性。然而,由于多普勒频偏和本振的变化引起的载波间干扰(ICI)等重要问题会使传输的OFDM信号失真。本文提出了一种利用扩展卡尔曼滤波(EKF)来缓解ICI效应的方法。最后的仿真结果表明,本文提出的方法优于传统的ICI缓解技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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