Title :
Joint waveform optimization and adaptive processing for random phase radar signals
Author :
Gorji, Aliakbar A. ; Riddolls, Ryan J. ; Ravan, Maryam ; Adve, Raviraj S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
Abstract :
We consider waveform design for colocated multiple-input, multiple-output (MIMO) radar systems where the signal phase is subject to random phase perturbations during propagation. We formulate an iterative algorithm to obtain both waveform parameters and the space-time adaptive weights to maximize the signal-to-interference-plus-noise ratio (SINR). We ensure that the impact of the chosen waveforms on the interference signal is accounted for when modeling the second-order interference statistics. The waveform design technique is then extended to include peak-to-average power constraints. An example of a clutter and target model is provided to show how the optimal waveform design improves radar detection performance in the presence of the signal phase randomization.
Keywords :
MIMO radar; optimisation; radar signal processing; waveform analysis; adaptive processing; clutter and target model; colocated multiple-input multiple-output radar systems; interference signal; iterative algorithm; joint waveform optimization; peak-to-average power constraints; radar detection performance; random phase perturbations; random phase radar signals; second-order interference statistics; signal phase randomization; signal-to-interference-plus-noise ratio; space-time adaptive weights; waveform design; waveform parameters; Clutter; Doppler radar; MIMO radar; Optimization; Signal to noise ratio; Waveform design;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2015.130731