Title :
Optimal sensor placement for Doppler shift target localization
Author :
Ngoc Hung Nguyen ; Dogancay, Kutluyil
Author_Institution :
Inst. for Telecommun. Res., Univ. of South Australia, Mawson Lakes, SA, Australia
Abstract :
A key component of cognitive radar is intelligent signal processing which encompasses an algorithmic decision-making process for adaptive transmitted waveform selection and online optimal path planning for moving radar platforms in order to deal with non-stationary and uncertain surrounding environments. This paper focuses on optimal radar trajectories in the cognitive radar context. In particular, the optimal sensor placement problem for stationary target localization by multiple moving Doppler-shift radars is considered. A solution based on maximizing the determinant of the Fisher information matrix is proposed and analyzed. The analytical findings of the paper are demonstrated by way of extensive simulations incorporating unmanned aerial vehicles equipped with Doppler radar in a number of different scenarios.
Keywords :
Doppler shift; decision making; matrix algebra; path planning; radar signal processing; Doppler radar; Doppler shift target localization; Doppler-shift radars; Fisher information matrix; adaptive transmitted waveform selection; algorithmic decision-making process; cognitive radar; cognitive radar context; intelligent signal processing; online optimal path planning; optimal radar trajectories; optimal sensor placement; uncertain surrounding environments; unmanned aerial vehicles; Angular velocity; Doppler radar; Estimation; Radar signal processing; Trajectory;
Conference_Titel :
Radar Conference (RadarCon), 2015 IEEE
Conference_Location :
Arlington, VA
Print_ISBN :
978-1-4799-8231-8
DOI :
10.1109/RADAR.2015.7131268