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OALib Journal期刊
ISSN: 2333-9721
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Particle filtering based algorithm for blind channel estimation in OFDM systems
基于粒子滤波的OFDM盲信道估计方法

Keywords: OFDM,auto-regressive model,subspace decomposition,particle filtering,feedback
正交频分复用
,自回归模型,子空间分解,粒子滤波,反馈

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Abstract:

This paper proposed a particle filtering based algorithm for blind channel estimation. This algorithm modeled the channel in OFDM system as a time-varying auto-regressive model. It implemented channel estimation as follow: got initial channel impulseCIRresponse via subspace-based method, updated CIR and model parameter by a particle filtering algorithm with feedback. Finally, simulation results show that the proposed algorithm not only can estimate invariable channel, but also track time-varying channel. Besides, it converges rapidly.

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