Optimization of ACF-DSR-based joint Doppler shift and SNR estimator for Internet of Vehicle system
Jiangang Wen, Lei Yan, Xiaofei Feng, Zhengwei Ni, Jingyu Hua, Zhijiang Xu · EURASIP Journal on Advances in Signal Processing · 2022
Abstract Accurate vehicle speed estimation is required for intelligent internet of vehicles, and it can be realized by Doppler shift estimation in mobile communication. In this paper, the ACF-DSR (autocorrelation function-double sampling rate) method for joint Doppler shift and SNR estimation is further investigated. Based on the analysis of ACF, an improved algorithm model taking account of estimation deviation is formulated. Then, the effects of sampling intervals in DSR are figured out by mean square error analysis of estimation, and two better choices are obtained. By Monte Carlo simulations, it is demonstrated that the optimized ACF-DSR method with better choice of sampling intervals can achieve better estimation and outperform previous methods.