摘要
In this paper, a particle filter （PF） with simulated annealing algorithm is proposed to estimate and track Rayleigh channel state information （CSI） using decision directed scheme. By iteratively cooling in PF, there are two superiorities in our proposed algorithm. First, there is no degeneration problem in this method. Second, the proposed algorithm converges globally. The proposed algorithm has been implemented in a system on Rayleigh channel with BPSK modulation. Also, the consistency and sensitivity of the algorithm has been tested and the simulation results show that the proposed algorithm is good enough to be applied to wireless communication practice. The relationships between channel estimation and measurement noise, SNR and Doppler frequency have been shown by simulations.
In this paper, a particle filter （PF） with simulated annealing algorithm is proposed to estimate and track Rayleigh channel state information （CSI） using decision directed scheme. By iteratively cooling in PF, there are two superiorities in our proposed algorithm. First, there is no degeneration problem in this method. Second, the proposed algorithm converges globally. The proposed algorithm has been implemented in a system on Rayleigh channel with BPSK modulation. Also, the consistency and sensitivity of the algorithm has been tested and the simulation results show that the proposed algorithm is good enough to be applied to wireless communication practice. The relationships between channel estimation and measurement noise, SNR and Doppler frequency have been shown by simulations.
基金
Supported by the National Natural Science Foundation of China (90307017)
