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Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm

Citation Author(s):
Yongchao Wang, Jiangtao Wang
Submitted by:
wang jiangtao
Last updated:
13 April 2018 - 11:30pm
Document Type:
Poster
Document Year:
2018
Paper Code:
4690
 

In this paper, we design constant modulus probing waveforms with low correlation sidelobes for colocated multi-input multi-output (MIMO) radar. Through exploiting the structure of the problem, we formulate it as a non-convex consensus minimization problem. Then a customized alternating direction method of multipliers (ADMM) algorithm is proposed to solve the problem, which is guaranteed convergent to its stationary point. Numerical examples show that the proposed approach offers better performance than the state-of-the-art approaches. Moreover, parallel implementation structure indicates that the proposed ADMM algorithm is suitable for applications involving large dimensionality.

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