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Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm

Abstract: 

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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Paper Details

Authors:
Yongchao Wang, Jiangtao Wang
Submitted On:
13 April 2018 - 11:30pm
Short Link:
Type:
Poster
Paper Code:
4690
Document Year:
2018
Cite

Document Files

ICASSP_2018_Poster.pdf

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[1] Yongchao Wang, Jiangtao Wang, "Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/2788. Accessed: Nov. 19, 2019.
@article{2788-18,
url = {http://sigport.org/2788},
author = {Yongchao Wang; Jiangtao Wang },
publisher = {IEEE SigPort},
title = {Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm},
year = {2018} }
TY - EJOUR
T1 - Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm
AU - Yongchao Wang; Jiangtao Wang
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/2788
ER -
Yongchao Wang, Jiangtao Wang. (2018). Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm. IEEE SigPort. http://sigport.org/2788
Yongchao Wang, Jiangtao Wang, 2018. Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm. Available at: http://sigport.org/2788.
Yongchao Wang, Jiangtao Wang. (2018). "Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm." Web.
1. Yongchao Wang, Jiangtao Wang. Constant Modulus Probing Waveform Design for MIMO Radar via ADMM Algorithm [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/2788