Title :
Tracking algorithm inheriting smoothing vector in splitting target tracking
Author :
Obata, Yasushi ; Maekawa, Ryoji ; Ito, Masayoshi ; Kamed, H. ; Kosuge, Yoshio
Author_Institution :
Mitsubishi Electr. Corp., Japan
Abstract :
To track splitting targets using radar measurements, the tracking algorithm is required to maintain the track of the existing target and to initiate a track of new target. In this paper, we propose the track oriented mht (multiple hypothesis tracking) using the smoothing velocity test. In the proposed algorithm, the smoothing velocity vector of existing track is inherited in the new track. Through simulations, we show that the MHT´s success rate of both maintaining the existing track and initiating the new track, is 96%. Furthermore, we show that the improved method has an effect of reducing the probability of false track establishment.
Keywords :
probability; radar signal processing; smoothing methods; target tracking; radar measurement; smoothing vector; smoothing velocity test; splitting target tracking; track oriented multiple hypothesis tracking; track splitting target; tracking algorithm; Computational modeling; Maintenance; Nearest neighbor searches; Probability; Radar detection; Radar measurements; Radar tracking; Smoothing methods; Target tracking; Testing; Multiple Hypothesis Tracking; Splitting Target??Track Maintenance; Track Initiation;
Conference_Titel :
ICCAS-SICE, 2009
Conference_Location :
Fukuoka
Print_ISBN :
978-4-907764-34-0
Electronic_ISBN :
978-4-907764-33-3