title: DOA Estimation of Coherent Signals on Coprime Arrays Exploiting Fourth-Order Cumulants.
abstract: This paper considers the problem of direction-of-arrival (DOA) estimation of coherent signals on passive coprime arrays, where we resort to the fourth-order cumulants of the received signal to explore more information. A fourth-order cumulant matrix (FCM) is introduced for the coprime array. The special structure of the FCM is combined with the array configuration to resolve the coherent signals. Since each sparse array of a coprime array is uniform, a series of overlapping identical subarrays can be extracted. Using this property, we propose a generalized spatial smoothing scheme applied to the FCM. From the smoothed FCM, the DOAs of both the coherent and independent signals can be successfully estimated on the pseudo-spectrum generated by the fourth-order MUSIC algorithm. To overcome the problem of occasional false peaks appearing on the pseudo-spectrum, we use a supplementary sparse array whose inter-sensor spacing is coprime to that of either existing sparse array. From the combined spectrum aided by the supplementary sensors, the false peaks are removed while the true peaks remain. The effectiveness of the proposed methods is demonstrated by simulation examples.
authors.affiliation: Department of Electronic Engineering, Tsinghua University, Beijing 100084, China. foxsheep@icloud.com.
authors.forename: Yang
authors.initials: Y
authors.lastname: Hu
authors.affiliation: Department of Electronic Engineering, Tsinghua University, Beijing 100084, China. yiminliu@tsinghua.edu.cn.
authors.forename: Yimin
authors.initials: Y
authors.lastname: Liu
authors.affiliation: Department of Electronic Engineering, Tsinghua University, Beijing 100084, China. wangxq_ee@tsinghua.edu.cn.
authors.forename: Xiqin
authors.initials: X
authors.lastname: Wang
keywords: coherent; coprime array; fourth-order cumulants; spatial smoothing