
Adaptive Optimization of Correlation-Interval for DopplerSpread Estimation and Its Iterative Implement
Zhang Peng1、Bi Guangguo1、Cao Xiuying1、Yuan Xiaohui2
Strategic Study of CAE ›› 2007, Vol. 9 ›› Issue (6) : 71-76.
Adaptive Optimization of Correlation-Interval for DopplerSpread Estimation and Its Iterative Implement
Zhang Peng1、Bi Guangguo1、Cao Xiuying1、Yuan Xiaohui2
In this paper, at first research of relation between correlation-interval and estimation accuracy is carried out, and the optimal correlation-interval is proved to be existent that is adaptive to signal-to-noise ratio and velocity varieties. Then some special characteristics of the optimal correlation-interval are explored. Based on them an iterative correlation-interval optimized (CIO) algorithm is proposed. It optimizes the correlation- interval and calculates the Doppler spread by increasing the resolution on time-domain iteratively. Simulation results show that contrasted to conventional schemes the proposed approach is less sensitive to signal-to-noise ratio and velocity varieties, and can improves the performance dramatically in low signal-to-noise ratio environment in which the conventional schemes has a poor performance. It achieves the high accurate estimation of Doppler spread directly.
Doppler spread / autocorrelation / optimization / iteration
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