Paper Info
Title
QoS-Aware Hybrid Beamforming and DOA Estimation in Multi-Carrier Dual-Function Radar-Communication Systems
Abstract
In this paper, the issues of transmit hybrid beamforming (HBF) design and direction-of-arrival (DOA) estimation in multi-carrier dual-function radar-communication (DFRC) systems, in consideration of quality-of-service (QoS) for multiple users (MUs), are investigated. In the designed system, communication symbols are embedded into radar pulse interval with multiple orthogonal waveforms, and the HBF is optimized to focus the transmit energy within the spatial sectors of interest by taking the QoS requirement for MUs into account. The problem involving these considerations is formulated as the minimization of mean squared error (MSE) between the achieved spatial spectrum and a desired one, subject to constraints of communication QoS, constant modulus, power and orthogonality. Accordingly, a consensus alternating direction method of multipliers (consensus-ADMM) framework based on weighted mean-square error minimization (WMMSE) is devised to tackle the resultant nonconvex problem. Further, the closed-form solutions of the primal variables are derived. Additionally, the MUltiple SIgnal Classification (MUSIC)-based DOA estimation with the designed HBF architecture is presented, and the corresponding Cramér-Rao bound is derived. Numerical simulations are performed to demonstrate the effectiveness of the proposed designs.
Year
DOI
Venue
2022
10.1109/JSAC.2022.3155529
IEEE Journal on Selected Areas in Communications
Keywords
DocType
Volume
Hybrid beamforming (HBF),dual-function radar-communication (DFRC),QoS constraint,consensus-ADMM,DOA estimation
Journal
40
Issue
ISSN
Citations 
6
0733-8716
1
PageRank 
References 
Authors
0.34
39
2
Name
Order
Citations
PageRank
Ziyang Cheng112.37
Bin Liao219632.33