Title :
Performance evaluation of multisensor track formation algorithms in urban environment
Author :
Lukwinski, Dawid ; Dorau, Tomasz ; Rutkowski, Tomasz ; Kwiatkowski, Marek ; Buda, Wojciech ; Sankowski, Miroslaw
Author_Institution :
Bumar Elektronika S.A., Gdansk, Poland
Abstract :
Urban areas constitute complex environments for radars. This paper deals with the problem of radar track formation for flying targets in low-level airspace over urban environment, particularly for artillery rockets and mortars. The presented experiments address the problem of sensitivity of two track formation algorithms, based on multisensor versions of the multiple hypothesis tracking approach (MHT) and the Hough transform, to radar performance degradation caused by urban environment. Simulation result show superiority of the MHT track initiator for virtually all performed tests. Moreover, multisensor detection can significantly reduce number of false alarms at the expense of only slight delay of track detection.
Keywords :
Hough transforms; military radar; performance evaluation; radar tracking; rockets; sensor fusion; weapons; Hough transform; MHT; MHT track initiator; artillery mortars; artillery rockets; low-level airspace; multiple hypothesis tracking approach; multisensor track formation algorithms; performance evaluation; radar track formation; track detection; urban areas; urban environment; Radar antennas; Radar cross section; Radar detection; Radar tracking; Target tracking; Hough transform; multiple hypothesis tracking; multisensor track formation; urban environment;
Conference_Titel :
Radar Symposium (IRS), 2012 13th International
Conference_Location :
Warsaw
Print_ISBN :
978-1-4577-1838-0
DOI :
10.1109/IRS.2012.6233378