Enhanced DOA Estimation With Augmented CADiS by Exploiting Array Motion Strategies

被引:9
|
作者
Ma, Penghui [1 ,2 ]
Li, Jianfeng [1 ,2 ]
Pan, Jingjing [1 ,2 ]
Zhang, Xiaofei [1 ,2 ]
Gil-Pita, Roberto [3 ]
机构
[1] Minist Ind & Informat Technol, Key Lab Dynam Cognit Syst Electromagnet Spectrum S, Nanjing 211106, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing 211106, Peoples R China
[3] Univ Alcala, Signal Theory & Commun Dept, Madrid 28801, Spain
基金
中国博士后科学基金; 中国国家自然科学基金; 美国国家科学基金会;
关键词
Sensor arrays; Sensors; Apertures; Estimation; Array signal processing; Direction-of-arrival estimation; Covariance matrices; Array motion; coprime array; difference co-array; degree of freedom; direction of arrival estimation; SYNTHETIC-APERTURE; COPRIME ARRAY; CO-ARRAY; CONFIGURATION; COHERENCE;
D O I
10.1109/TVT.2022.3224908
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With its increased aperture and enlarged minimum spacing among sensors, coprime array with displaced subarrays (CADiS) receives a great deal of attention among sparse arrays. However, the holes in the difference co-array of CADiS extremely degrade the achievable number of uniform degrees of freedom (uDOFs). In recent years, increasing researches of direction of arrival (DOA) estimation with moving sparse arrays have brought new insights into the releasing the holes problem. In this paper, we first explore the structure of difference co-array generated from array motion, and propose a hole-free motion strategy that can fill all the holes in difference co-array of coprime arrays, and resulting increased number of uDOFs as well as array aperture. Secondly, based on the analysis of hole positions, we propose another motion strategy that needs only one step motion of CADiS to generate a difference co-array with no holes in the central part. We find all the qualified steps length of the one-step motion method and provide the closed-form expression of the corresponding achievable number of uDOFs. Finally, the number of uDOF and DOA estimation accuracy of the proposed motion strategies are compared with several state-of-the-art motion methods. Numerical results show the superiority of the proposed methods.
引用
收藏
页码:4713 / 4727
页数:15
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