Sum-Difference Analysis Based Design for Third-Order Sparse Arrays

Recently, third-order cumulants (TOCs) as a non-conventional odd-order statistics, has been introduced to direction-of-arrival (DOA) estimation with the third-order nested array (TONA), which significantly increases the number of uniform degrees-of-freedom (uDOFs) and can even be comparable to the fourth-order cumulant approach. In this paper, through analysis of the second-order sum-difference co-array, a third-order sparse linear array (SLA) design scheme suitable for TOCs is proposed, which can extend the commonly used second-order SLAs to the third-order. By selecting an appropriate generator array, the derived third-order SLA has far more uDOFs than the existing TONA, greatly improving its DOA estimation accuracy.

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Published
2024-11-22
DOI
https://doi.org/10.1109/icsidp62679.2024.10869210
Primary Topic
Antenna Design and Optimization
Type
article
Field-Weighted Citation Impact
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article

Sum-Difference Analysis Based Design for Third-Order Sparse Arrays

Hua Chen, Wei Liu, Haodong Guo
Antenna Design and Optimization
article

Sum-Difference Analysis Based Design for Third-Order Sparse Arrays

Hua Chen, Wei Liu, Haodong Guo
article en

Abstract

Recently, third-order cumulants (TOCs) as a non-conventional odd-order statistics, has been introduced to direction-of-arrival (DOA) estimation with the third-order nested array (TONA), which significantly increases the number of uniform degrees-of-freedom (uDOFs) and can even be comparable to the fourth-order cumulant approach. In this paper, through analysis of the second-order sum-difference co-array, a third-order sparse linear array (SLA) design scheme suitable for TOCs is proposed, which can extend the commonly used second-order SLAs to the third-order. By selecting an appropriate generator array, the derived third-order SLA has far more uDOFs than the existing TONA, greatly improving its DOA estimation accuracy.

Ningbo University (CN), Hong Kong Polytechnic University (HK)
National Natural Science Foundation of China, Engineering and Physical Sciences Research Council
Openalex Percentile: Top 55%
Antenna Design and Optimization
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Sum-Difference Analysis Based Design for Third-Order Sparse Arrays — Hua Chen, Wei Liu, et al. · (2024) | TGRS Research Map | TGRS