Title :
Research on α-β adaptive dual-channel filtering algorithm based on low-speed target
Author :
Liu, Geng ; Xia, Xue-Zhi ; Wu, Han-Bao
Author_Institution :
Wuhan Digital Eng. Inst., Wuhan, China
Abstract :
α-β filtering method is often applied to low-speed target tracking filtering, but it is not suitable for the strong maneuvering target tracking. Therefore, an adaptive dual-channel α-β filtering algorithm is proposed to solve the problem above. The algorithm can choose the right channel to improve the filtering effect according to the values´ difference between observations and forecasts. This paper introduces the principle of dual-channel filter and verifies its positive effectiveness by contrast experiments.
Keywords :
filtering theory; target tracking; dual-channel filtering algorithm; low-speed target; target tracking filtering; Adaptation model; Filtering; Target tracking; α-β tracking filter; dual-channel filter; target tracking;
Conference_Titel :
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6582-8
DOI :
10.1109/ICICISYS.2010.5658807