Title :
Resource allocation schemes for target localization in distributed multiple radar architectures
Author :
Godrich, Hana ; Petropulu, Athina ; Poor, H. Vincent
Author_Institution :
Drexel Univ., Philadelphia, PA, USA
Abstract :
In this paper, two resource allocation schemes for multiple radar systems are proposed. The first approach fully utilizes all available infrastructure in the localization process, i.e., all transmit and receive radars, while minimizing the total transmit energy. The power allocation among the transmit radars is optimized such that a predefined estimation mean-square error (MSE) objective is met, while keeping the transmitted power at each station within an acceptable range. The second scheme minimizes the number of transmit and receive radars employed in the estimation process by effectively choosing a subset of radars such that the required MSE performance threshold is attained. In the latter, the transmit antennas are assumed to fully utilize the admissible power range. The Cramer-Rao bound (CRB), which is known to be asymptotically tight to the maximum likelihood estimator (MLE) MSE at high signal-to-noise ratio (SNR), is used as an optimization metric for the estimation MSE. Subset selection is implemented through a heuristic algorithm, offering reduced computational cost compared with an exhaustive search.
Keywords :
MIMO radar; convex programming; maximum likelihood estimation; mean square error methods; minimisation; radar antennas; radar receivers; radar transmitters; resource allocation; transmitting antennas; Cramer-Rao bound; MIMO radar; MSE maximum likelihood estimator; MSE performance threshold; distributed multiple radar architectures; multiple radar systems; multistatic radar; optimization metric; predefined mean-square error objective estimation; receive radar number minimization; resource allocation schemes; signal-to-noise ratio; target localization; total transmit energy minimization; transmit antennas; transmit radar number minimization; Estimation; Optimization; Radar antennas; Radar cross-sections; Resource management; Transmitters; CRB; MIMO radar; Multistatic radar; convex optimization; power allocation; target localization;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg