Paper Info
Title
Resource Allocation in MIMO Radar With Multiple Targets for Non-Coherent Localization
Abstract
In an MIMO radar network, the multiple transmit elements may emit waveforms that differ on power and bandwidth. In this paper, we are asking, given that these two resources are limited, what is the optimal power, optimal bandwidth, and optimal joint power and bandwidth allocation for best localization of multiple targets. The well-known Crámer–Rao lower bound for target localization accuracy is used as a figure of merit and approximate solutions are found by minimizing a sequence of convex problems. Their quality is assessed through extensive numerical simulations and with the help of a lower-bound on the true solution. Simulations results reveal that bandwidth allocation policies have a definitely stronger impact on performance than power.
Year
DOI
Venue
2014
10.1109/TSP.2014.2315169
Signal Processing, IEEE Transactions  
Keywords
DocType
Volume
MIMO radar,bandwidth allocation,numerical analysis,resource allocation,Crámer-Rao lower bound,MIMO radar network,bandwidth allocation,figure of merit,multiple targets,multiple transmit elements,noncoherent localization,numerical simulations,optimal bandwidth,optimal joint power,optimal power,resource allocation,target localization,Crámer-Rao lower bound (CRLB),Multiple-input multiple-output (MIMO) radar,bandwidth allocation,nonconvex optimization,power allocation
Journal
62
Issue
ISSN
Citations 
10
1053-587X
16
PageRank 
References 
Authors
0.61
15
4
Name
Order
Citations
PageRank
N. Garcia1160.61
Alexander M. Haimovich261869.28
Martial Coulon310512.59
Marco Lops440750.30