Title :
Multidimensional sidelobe target editing with applications to terrain scattered jamming cancellation
Author :
Rabideau, Daniel J.
Author_Institution :
Lincoln Lab., MIT, Lexington, MA, USA
Abstract :
We consider the problem of false alarms resulting from targets in the sidelobes of an adaptive beam. While such false alarms occur in many beamforming applications, the problem is especially troublesome in radar systems designed to cancel nonstationary multipath interference (e.g., terrain-scattered jamming). Because these systems process data in multiple dimensions, false target detections are often widely separated (e.g., in angle, Doppler and/or range). We describe a general technique for automatically classifying and removing sidelobe target detections. The technique is evaluated using simulated airborne radar data that has been adaptively beamformed using our optimized 3D STAP beamformer
Keywords :
array signal processing; interference suppression; jamming; multidimensional signal processing; multipath channels; radar detection; radar signal processing; space-time adaptive processing; target tracking; adaptive beamforming; automatic classification; false target detections; multidimensional sidelobe target editing; nonstationary multipath interference cancellation; optimized 3D STAP beamformer; radar systems; simulated airborne radar data; terrain-scattered jamming; Array signal processing; Covariance matrix; Doppler radar; Interference; Jamming; Multidimensional systems; Noise level; Object detection; Radar scattering; Sonar detection;
Conference_Titel :
Statistical Signal and Array Processing, 1998. Proceedings., Ninth IEEE SP Workshop on
Conference_Location :
Portland, OR
Print_ISBN :
0-7803-5010-3
DOI :
10.1109/SSAP.1998.739382