Genelleştirilmiş karışıklık fonksiyonu ile faz-COSTAS kodlu MIMO radar dalgabiçimlerinin hüzme şekillendirmesi
2021
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Advisor: Prof. Dr. Temel Engin Tuncer
Abstract (EN)
Multiple-input multiple-output (MIMO) radars have attracted interest due to some important advantages over Phased-array radars. The diversity that comes with multiple waveforms is used to maximize the power in the vicinity of targets and minimize the cross correlation of waveforms reflected from multiple targets for a predefined angular sectors. In this study, a novel approach is presented to overcome the limitatons of current beamformer design techniques in terms of bandwidth, auto/cross (spatial) correlations, range-doppler resolutions, peak-to-average ratio (PAR), and mean squared error (MSE) for desired beamforming pattern. A generalized ambiguity function formulation is presented which employs all the beamformer design parameters in a mathematically tractable simple manner suitable for constrained optimization. We present Phased-Costas coded waveforms to generate desired beampatterns while minimizing range-doppler sidelobes and target cross-correlations with limited bandwidth. Beamformer design problem is casted as a constrained optimization which includes PAR constraints. The resulting NP hard problem with nonconvex objective function is converted to a convex problem and efficiently solved by using ADMM technique in polynomial time. The optimum beamformer solution is shown to achieve PAR=1 with very little degradation compared to the unconstrained problem making the ultimate choice for MIMO beamforming applications. Several good features of the designed beamformer are shown through simulations and compared to known methods.
Author
Dr. Ozan Onur Çelik
Institution
How to Cite
Ozan Onur Çelik (Master Thesis). Genelleştirilmiş karışıklık fonksiyonu ile faz-COSTAS kodlu MIMO radar dalgabiçimlerinin hüzme şekillendirmesi, 2021, Middle East Technical University.
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