Title :
Multitarget range-azimuth tracker
Author :
Bandiera, Francesco ; Del Coco, Marco ; Ricci, Giuseppe
Author_Institution :
Univ. del Salento, Lecce, Italy
Abstract :
We focus on the design of a Kalman filter-based algorithm to track multiple targets in range and azimuth. The detection stage implements a multitarget strategy aimed at collecting and eventually processing all target measurements. Existing tracks are updated using a joint probabilistic data association (JPDA) algorithm to handle the data association problem.We model target echoes as coherent pulse trains in white Gaussian noise with unknown power. The performance analysis assumes a maritime scenario and shows that the proposed tracker outperforms more conventional approaches.
Keywords :
Gaussian noise; Kalman filters; probability; radar tracking; sensor fusion; target tracking; white noise; JPDA algorithm; Kalman filter-based algorithm; coherent pulse trains; detection stage; joint probabilistic data association algorithm; maritime scenario; multitarget range-azimuth tracker; multitarget strategy; performance analysis; target echo; target measurement collection; target measurement processing; white Gaussian noise; Azimuth; Detectors; Radar antennas; Radar tracking; Target tracking;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2015.130426