Coarray tensor completion for DOA estimation

H Zheng, Z Shi, C Zhou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Sparse array direction-of-arrival (DOA) estimation using tensor model has been developed
to handle multidimensional sub-Nyquist sampled signals. Furthermore, augmented virtual …

Structured tensor reconstruction for coherent DOA estimation

H Zheng, C Zhou, Z Shi, Y Gu - IEEE Signal Processing Letters, 2022 - ieeexplore.ieee.org
Existing tensor-based coherent direction-of-arrival (DOA) estimation methods adopting
spatial smoothing to decorrelate the coherent tensor statistics usually lead to a poor …

Sparse Array Interpolation for Direction‐of‐Arrival Estimation

C Zhou, Y Gu, YD Zhang, Z Shi - Sparse Arrays for Radar …, 2024 - Wiley Online Library
Augmented virtual arrays can be derived from the undersampled signals of sparse arrays for
underdetermined direction‐of‐arrival (DOA) estimation. However, it is difficult to exploit the …

Fiber-missing tensor completion for DOA estimation with sensor failure

F Cheng, H Zheng, Z Shi, C Zhou - International Conference on …, 2022 - Springer
In this paper, we propose a fiber-missing tensor completion-based method for direction-of-
arrival (DOA) estimation in sensor failure scenario, where the completion of a three …

Sparse Sensor Arrays for Two‐dimensional Direction‐of‐arrival Estimation

AH Muqaibel, SA Alawsh - Sparse Arrays for Radar, Sonar, and …, 2024 - Wiley Online Library
Sparse arrays can provide superior resolution in direction‐of‐arrival (DOA) estimation with
limited number of sensors. Two‐dimensional (2D) arrays are fundamental to localization …

Wideband DOA Estimation Based on Tensor Completion and Decomposition

K Li, Q Shen, W Liu, M Wang - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
A tensor-based wideband direction of arrival (DOA) estimation method is proposed in this
paper. Virtual arrays are initially generated and extended into a unified ULA across all …

Tensorized Neural Layer Decomposition for 2-D DOA Estimation

H Zheng, C Zhou, SA Vorobyov… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Existing matrix-based neural network for direction-of-arrival (DOA) estimation has to train a
large amount of parameters proportional to the length of vectorized signal statistics, resulting …

Topology Optimized Design of Non-uniform Planar Array for Massive MIMO Systems

L Pang, Y Cheng, Y Zhang, Y Chen… - 2023 IEEE/CIC …, 2023 - ieeexplore.ieee.org
Compared to uniform arrays, non-uniform arrays can substantially increase the rank of the
channel matrix and achieve considerable performance gains. However, theoretically …