Title :
Resource allocation for target detection in distributed MIMO radars
Author :
Aittomäki, Tuomas ; Godrich, Hana ; Poor, H. Vincent ; Koivunen, Visa
Author_Institution :
Dept. of Signal Process. & Acoust., Aalto Univ., Aalto, Finland
Abstract :
A distributed multiple-input multiple-output (MIMO) radars using transmitters and receivers distributed over a large area can offer improved target detection, estimation, and tracking capabilities. In order to achieve best performance, it is necessary that the use of resources is optimized in such a radar system. In this paper, we consider the optimization of the transmit power of the transmitters for the purpose of target detection. We derive the optimal Neyman-Pearson detector without assuming whiteness of noise or independence of scattering and formulate the problem of optimizing the probability of detecting targets in an area of surveillance. Numerical examples are provided to demonstrate the effectiveness of the method.
Keywords :
MIMO radar; object detection; radar receivers; radar tracking; radar transmitters; resource allocation; target tracking; white noise; distributed MIMO radars; distributed multiple-input multiple-output radars; noise scattering; optimal Neyman-Pearson detector; power transmission; radar receivers; radar transmitters; resource allocation; surveillance area; target detection probability; target estimation; target tracking; Noise; Object detection; Radar; Receivers; Resource management; Scattering; Transmitters; Likelihood ratio test; MIMO radar; Power allocation; Target detection;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-0321-7
DOI :
10.1109/ACSSC.2011.6190133