DocumentCode :
2716178
Title :
Passive multitarget tracking using transmitters of opportunity
Author :
Tharmarasa, Ratnasingham ; Kirubarajan, Thia ; McDonald, Mike
Author_Institution :
Dept. of Electr. Eng., McMaster Univ., Hamilton, ON, Canada
fYear :
2009
fDate :
8-10 July 2009
Firstpage :
1
Lastpage :
8
Abstract :
Passive Coherent Location (PCL), which uses commercial signals (e.g., FM broadcast, digital TV) as illuminators of opportunity, is an emerging technology in air defense systems. The advantages of PCL are low cost, low vulnerability to electronic counter measures, early detection of stealthy targets and low-altitude detection. However, limitations of PCL include lack of control over illuminators, limited observability and poor detection due to low Signal-to-Noise Ratio (SNR). This leads to high clutter with low probability of detection of target of interest. In this paper, multiple target tracking algorithms for PCL systems are analyzed to handle low probability of detection and high nonlinearity in the measurement model due to high measurement error. The converted measurement Kalman filter, unscented Kalman filter and particle filter based PHD filter are implemented and compared for PCL radar systems. The feasibility of using transmitters of opportunity for tracking airborne targets is shown on simulated and real data sets.
Keywords :
Kalman filters; electronic countermeasures; particle filtering (numerical methods); radar tracking; target tracking; air defense systems; converted measurement Kalman filter; electronic countermeasures; low-altitude detection; multitarget tracking; particle filter; passive coherent location; transmitters of opportunity; unscented Kalman filter; Broadcast technology; Costs; Counting circuits; Digital TV; Observability; Radar tracking; Signal to noise ratio; TV broadcasting; Target tracking; Transmitters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence for Security and Defense Applications, 2009. CISDA 2009. IEEE Symposium on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4244-3763-4
Electronic_ISBN :
978-1-4244-3764-1
Type :
conf
DOI :
10.1109/CISDA.2009.5356536
Filename :
5356536
Link To Document :
بازگشت