DOA estimation in B5G/6G: trends and challenges

N Ruan, H Wang, F Wen, J Shi - Sensors, 2022 - mdpi.com
Direction-of-arrival (DOA) estimation is the preliminary stage of communication, localization,
and sensing. Hence, it is a canonical task for next-generation wireless communications …

DOA estimation aided by magnitude measurements

S Wang, K Nie, M He, Y He - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
This correspondence discusses the estimation of direction-of-arrival (DOA) in a magnitude-
aided antenna array (MA-AA), where magnitude-only radio frequency (RF) chains are …

Direction-of-arrival estimation methods: A performance-complexity tradeoff perspective

E Gentilho Jr, PR Scalassara, T Abrão - Journal of Signal Processing …, 2020 - Springer
This work analyses the performance-complexity tradeoff for different direction of arrival
(DoA) estimation techniques. Such tradeoff is investigated taking into account uniform linear …

Direct one-bit DOA estimation robust in presence of unequal power signals

AM Molaei, V Fusco, O Yurduseven - IEEE Access, 2024 - ieeexplore.ieee.org
Direction-of-arrival (DOA) estimation is a crucial task in wireless communication and radar
systems, with applications spanning beamforming, localization, and target tracking …

Complex ResNet aided DoA estimation for near-field MIMO systems

Y Cao, T Lv, Z Lin, P Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The near-field effect of short-range multiple-input multiple-output (MIMO) systems imposes
many challenges on direction-of-arrival (DoA) estimation. Most conventional scenarios …

A low-complex one-snapshot DOA estimation algorithm with massive ULA

R Cao, B Liu, F Gao, X Zhang - IEEE Communications Letters, 2017 - ieeexplore.ieee.org
The conventional direction of arrival (DOA) estimation algorithms, eg, MUSIC, root-MUSIC,
and ESPRIT, may not be effective when applying to massive antenna array configuration …

Subspace identification for DOA estimation in massive/full-dimension MIMO systems: Bad data mitigation and automatic source enumeration

L Cheng, YC Wu, J Zhang, L Liu - IEEE Transactions on Signal …, 2015 - ieeexplore.ieee.org
In this paper, the direction-of-arrival (DOA) estimation problem for massive multiple-input
multiple-output (MIMO) systems with a two dimensional (2D) array (also known as full …

A covariance matrix reconstruction approach for single snapshot direction of arrival estimation

M Muhammad, M Li, Q Abbasi, C Goh, MA Imran - Sensors, 2022 - mdpi.com
Achieving accurate single snapshot direction of arrival (DOA) information significantly
improves communication performance. This paper investigates an accurate and high …

An intelligent deep learning-based direction-of-arrival estimation scheme using spherical antenna array with unknown mutual coupling

OJ Famoriji, OY Ogundepo, X Qi - IEEE Access, 2020 - ieeexplore.ieee.org
Spherical antenna array (SAA) has become highly attractive where hemispherical scan
coverage is required as it can provide uniform directivity in all the scan directions. Various …

A deep learning architecture for broadband DOA estimation

W Zhu, M Zhang - 2019 IEEE 19th International Conference on …, 2019 - ieeexplore.ieee.org
An efficient neural network-based approach for broadband direction of arrival (DOA)
estimation is presented in this paper. The received data of the uniform circle array (UCA) is …