Title :
Tracking Through Jamming Using Negative Information
Author :
Blanding, W. ; Koch, W. ; Nickel, U.
Author_Institution :
Dept. of Electr. & Comput. Eng., Connecticut Univ., Storrs, CT
Abstract :
Advances in characterizing the angle measurement covariance for phased array monopulse radar systems that use adaptive beamforming to null out a jammer source allow for the use of improved sensor models in tracking algorithms. Using a detection probability likelihood function consisting of a Gaussian sum that incorporates negative contact measurement information, four tracking systems are compared when used to track a maneuvering target passing into and through standoff jammer interference. Each tracker differs in how closely it replicates sensor performance in terms of accuracy of measurement covariance and the use of negative information. Only the tracker that uses both the negative contact information and corrected angle measurement covariance is able to consistently reacquire the target when it exits the jammer interference
Keywords :
Gaussian processes; angular measurement; array signal processing; jamming; phased array radar; probability; radar detection; radar interference; radar signal processing; radar tracking; target tracking; Gaussian sum; adaptive beamforming; angle measurement covariance; detection probability likelihood function; negative information; phased array monopulse radar system; sensor model; standoff jammer interference; target maneuvering; tracking algorithm; Adaptive arrays; Goniometers; Interference; Jamming; Phase measurement; Phased arrays; Radar measurements; Radar tracking; Sensor arrays; Target tracking; Gaussian sum filter; Target tracking; adaptive beamforming; standoff jamming;
Conference_Titel :
Information Fusion, 2006 9th International Conference on
Conference_Location :
Florence
Print_ISBN :
1-4244-0953-5
Electronic_ISBN :
0-9721844-6-5
DOI :
10.1109/ICIF.2006.301813