Joint estimation of DOA and frequency of multiple sources with orthogonal coprime arrays
Journal
Sensors (Switzerland)
Journal Volume
19
Journal Issue
2
Date Issued
2019
Author(s)
Hsu, K.-C.
Abstract
A two-stage method is proposed to jointly estimate the direction-of-arrival (DOA) and carrier frequency (CF) of multiple sources, by using two orthogonal coprime arrays (CPAs). The DOAs of CF-known sources are estimated first by applying a spatial smoothing MUSIC algorithm. The contribution of these source signals is then removed from the originally received signal by applying an orthogonal complement projector. Next, a joint-ESPRIT algorithm is applied to estimate the DOAs and CFs of the remaining CF-unknown sources. With two orthogonal CPA(5, 6), the RMSE of DOA and CF of applying the proposed method to 30 sources, 13 of which have unknown CF, is less than 1% at SNR > 5 dB. © 2019 by the authors. Licensee MDPI, Basel, Switzerland.
Subjects
Array signal processing; Carrier frequency; Coprime array; Direction-of-arrival
Other Subjects
Array processing; Frequency estimation; Tunneling (excavation); Array signal processing; Carrier frequency; Coprime; ESPRIT algorithm; MUSIC algorithms; Orthogonal complements; Spatial smoothing; Two-stage methods; Direction of arrival
Type
journal article