This study applied modified linear regression in machine learning (ML) to predict the direction of arrival (DoA) in cellular networks using field measurements and radiofrequency parameters. Models were developed from base station data, with preprocessing
Luis Antonio Flores +5 more
core +1 more source
Hybrid Robust Beamforming Optimization for LEO Satellite Communications Under DOA Estimation Errors in Spectrum Sharing Scenarios. [PDF]
Wang Y, Xie X, Jia J.
europepmc +1 more source
A Low-SNR DOA Estimation Model Based on Sequential and Convolutional Feature Fusion. [PDF]
He W, Shi Y, Wang J, Zhao H.
europepmc +1 more source
Direction of arrival estimation using circular vector array
The Direction of Arrival Estimation (DOA) has drawn increasing attention nowadays. Large percentages of the DOA estimation researches are focused on the Scalar Circular Array (SCA), mainly targeting at those signals with low grazing angels and ...
Pan, Yinglong
core
A Bayesian Off-Grid DOA Estimation Framework for Close-Angle Scenarios. [PDF]
He W, Shi Y, Zhao H, Zhu H, Bao C.
europepmc +1 more source
An Efficient Sparse Representation Algorithm for Direction-of-Arrival Estimation
This paper presents an efficient sparse representation approach to direction-of-arrival (DOA) estimation using uniform linear arrays. The proposed approach constructs the jointly sparse model in real domain by exploiting the properties of centro ...
G.-J, L. Sun, H.-L. Wang, Xu
core
Robust ISAC based framework for location estimation and target detection in 6G networks. [PDF]
Soni L +3 more
europepmc +1 more source
Two-Dimensional DOA Estimation of Coherent Sources Based on Uniform Linear Electromagnetic Vector Sensor Array. [PDF]
Zhang J, Lan X, Wang X.
europepmc +1 more source
Under-Balcony Acoustic Diagnosis Using FOA-Based Directional Metrics: Early-Late Entropy and Vertical-Energy Discrepancy at 125 Hz, 1 kHz, and 4 kHz. [PDF]
Ting PC, Liu YC.
europepmc +1 more source
Multi-target passive positioning with signal classification and MIMO radar. [PDF]
Wang H, Liu X, Lei Z.
europepmc +1 more source

