Title :
Multipath exploitationwith adaptivewaveform design for tracking in urban terrain
Author :
Chakraborty, B. ; Li, Y. ; Zhang, J.J. ; Trueblood, T. ; Papandreou-Suppappola, A. ; Morrell, D.
Author_Institution :
SenSIP Center, Arizona State Univ., Tempe, AZ, USA
Abstract :
We integrate multipath exploitation with adaptive waveform design in order to increase the tracking performance of a vehicle moving in urban terrain. Mitigation of both clutter and strong multipath returns can result in increased target detection. However, exploiting multiple bounces from obstacles such as buildings can be shown to increase radar coverage and scene visibility, especially in the absence of direct line-of-sight paths. For this purpose, we formulate the multipath propagation of an arbitrary number of specular bounces in urban terrain for three-dimensional motion. We then further exploit and optimize multipath returns by dynamically selecting the parameters of the transmitted waveform to minimize the predicted mean-squared tracking error. We demonstrate our proposed approach in a realistic urban environment by varying the type of measurement to include regions of obscuration and different number of multipath bounces.
Keywords :
mean square error methods; multipath channels; particle filtering (numerical methods); road vehicle radar; target tracking; terrain mapping; waveform analysis; adaptive waveform design; mean-squared tracking error; multipath exploitation; multipath propagation; particle filtering; radar coverage; scene visibility; target detection; three-dimensional motion; tracking; urban terrain; vehicle tracking; waveform transmission; Clutter; Geometry; Interference; Layout; Object detection; Particle tracking; Radar detection; Radar tracking; Reflection; Target tracking; Urban terrain; multipath exploitation; particle filtering; tracking; waveform-agile sensing;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495808