Title :
Waveform optimization in a MIMO Radar Benchmark environment
Author :
Backes, Thomas ; Smith, Donnie
Author_Institution :
Georgia Inst. of Technol., Georgia Tech Res. Inst., Atlanta, GA, USA
Abstract :
Multiple-input and multiple-output (MIMO) radar systems have garnered significant interest due to their ability to generate additional target radar returns. These additional returns have the potential to improve tracking performance in terms of target tracking accuracy and resource use. This effort examines radar pulse control for target tracking optimization in a MIMO radar architecture. Specifically, an optimization algorithm based on the Cramér-Rao lower bound on the target state is implemented. The performance of the optimized tracker is compared to a conventional tracking algorithm in the Benchmark radar simulation environment. The difficulties in achieving significant performance improvements through MIMO techniques in a conventional radar system architectures are elucidated.
Keywords :
MIMO radar; optimisation; radar tracking; sampled data systems; target tracking; telecommunication control; Cramer-Rao lower bound; MIMO radar architecture; MIMO radar benchmark simulation environment; multiple-input and multiple-output radar systems; radar pulse control; radar system architectures; target tracking optimization; waveform optimization algorithm; Accuracy; Benchmark testing; MIMO; MIMO radar; Radar tracking; Target tracking;
Conference_Titel :
Aerospace Conference, 2011 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
978-1-4244-7350-2
DOI :
10.1109/AERO.2011.5747424