Title :
Improve the Doppler frequency estimation accuracy using adaptive interacting multiple model algorithm
Author :
Ju, Wang ; Siliang, Wu
Author_Institution :
Radar Res. Lab., Beijing Inst. of Technol., China
fDate :
31 Aug.-4 Sept. 2004
Abstract :
Body target characteristic, multiple scatter point and multiple path effect shall make Doppler frequency become wave and skip than ideal case, especially near the point of approach. In light of the characteristics and changing orderliness of the Doppler signal, the paper presents a method that uses adaptive interacting multiple models algorithm to improve the estimate accuracy of Doppler frequency. The simulation results show that the proposed method can effectively improves the smoothness of the Doppler frequency curve.
Keywords :
Doppler effect; frequency estimation; scattering; signal processing; target tracking; Doppler frequency estimation; adaptive interacting multiple model algorithm; multiple scatter point; Distance measurement; Doppler radar; Frequency estimation; Frequency measurement; Light scattering; Radar cross section; Radar measurements; Radar scattering; Radar tracking; Target tracking;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1452661