TY - JOUR
T1 - Fourth-Order Sparse Array Design From a Sum-Difference Co-Array Perspective
AU - Chen, Hua
AU - Guo, Haodong
AU - Liu, Wei
AU - Shen, Qing
AU - Wang, Gang
AU - So, Hing Cheung
N1 - Publisher Copyright:
© 1991-2012 IEEE.
PY - 2025
Y1 - 2025
N2 - Sparse arrays designed based on fourth-order difference co-array (DCA) can achieve significantly higher uniform degrees-of-freedom (uDOFs). However, most existing fourth-order sparse arrays do not fully utilize the properties of the second-order sum co-array (SCA) that is also closely related to the fourth-order DCA. In this paper, a fourth-order sparse array design scheme from the sum-difference co-array perspective is proposed, which can be generated by two arbitrary arrays called generator arrays. Once the two generator arrays are determined, all sensor positions can be obtained with a closed-form expression. If the second-order SCA and DCA of the generator arrays have long consecutive segments without holes, the derived sparse array obtained through this scheme can achieve a large number of uDOFs. Besides, other characteristics of the generator arrays can also be inherited, such as robustness against mutual coupling or sensor failures. Simulation results are provided to demonstrate the performance of the proposed design in different applications.
AB - Sparse arrays designed based on fourth-order difference co-array (DCA) can achieve significantly higher uniform degrees-of-freedom (uDOFs). However, most existing fourth-order sparse arrays do not fully utilize the properties of the second-order sum co-array (SCA) that is also closely related to the fourth-order DCA. In this paper, a fourth-order sparse array design scheme from the sum-difference co-array perspective is proposed, which can be generated by two arbitrary arrays called generator arrays. Once the two generator arrays are determined, all sensor positions can be obtained with a closed-form expression. If the second-order SCA and DCA of the generator arrays have long consecutive segments without holes, the derived sparse array obtained through this scheme can achieve a large number of uDOFs. Besides, other characteristics of the generator arrays can also be inherited, such as robustness against mutual coupling or sensor failures. Simulation results are provided to demonstrate the performance of the proposed design in different applications.
KW - Sparse arrays
KW - direction-of-arrival estimation
KW - fourth-order difference co-array
KW - sum-difference analysis
UR - http://www.scopus.com/inward/record.url?scp=105007298238&partnerID=8YFLogxK
U2 - 10.1109/TSP.2025.3575079
DO - 10.1109/TSP.2025.3575079
M3 - Article
AN - SCOPUS:105007298238
SN - 1053-587X
VL - 73
SP - 2243
EP - 2254
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
ER -