Dual-Stream Reconstruction Network-aided ESPRIT Algorithm for DoA Estimation in Coherent Scenarios

L Lv, S Wu, Y Su, C Jiang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Conventionally, direction of arrival (DoA) estimation of coherent signals relies on pre-
processing approaches to eliminate the rank loss of the signal covariance matrix (SCM) …

Joint Identification for Number of Transmit Antennas and Channel Order

C Wang, B He, F Wang - IEEE Access, 2023 - ieeexplore.ieee.org
Identifying the number of transmit antennas and the channel order is an important step in
recovering the original information for a non-cooperative communication system. Traditional …

Machine Learning Based Source Number Estimation under Unknown Spatially Correlated Noise

S Zhou, T Li, Y Li, R Zhang, Y Ruan - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
The existing model-driven methods for source number estimation (SNE) under spatially
correlated noise are limited by the inherent shortcomings of model assumptions and …

A Spaceborne Passive Localization Algorithm Based on MSD-HOUGH for Multiple Signal Sources.

L Zhang, H Huan, T Ran, S Zhang, Y Zhang… - Remote …, 2024 - search.ebscohost.com
Recently, the passive synthetic aperture (PSA) technique has been used in passive
localization to improve the position accuracy of single source by estimating the Doppler …

High sensitivity multi‐channel digital receiver for wideband very weak signal direction‐finding classified by machine learning

C Wu, M Low - IET Radar, Sonar & Navigation, 2024 - Wiley Online Library
For weak signal detection with direction‐finding (DF), this article presents a new receiver
design approach that combines our accumulatively increasing receiver sensitivity (AIRS) …

Blind estimation of the mixed source number in uwDAS single-channel vibration signals based on 2D CNN

C Ran, X Sun, Z Luo - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
The sensing signal of the ultra-weak fiber grating distributed acoustic sensors (uwDAS)
system is a mixture of the superposition of multiple sources and noise due to high sensitivity …

Source Enumeration using the Distribution of Angles: A Robust and Parameter-Free Approach

G Muthukrishnan, S Shanmugam, S Kalyani - arXiv preprint arXiv …, 2024 - arxiv.org
Source enumeration, the task of estimating the number of sources from the signal received
by the array of antennas, is a critical problem in array signal processing. Numerous methods …

Model Order Selection with Variational Autoencoding

M Baur, F Weißer, B Böck… - 2023 IEEE 24th …, 2023 - ieeexplore.ieee.org
Classical methods for model order selection often fail in scenarios with low SNR or few
snapshots. Deep learning-based methods are promising alternatives for such challenging …

Elbow estimation-based source enumeration method for LPI/LPD signals

R Sarjonen, M Höyhtyä - 2023 Wireless Telecommunications …, 2023 - ieeexplore.ieee.org
Spectrum awareness is important in multiple military and civilian applications, while various
low probability of detection (LPD) waveforms have been developed to hide transmissions. In …

[引用][C] Estimación del Número de Señales en Antenas Inteligentes Basada en Redes Neuronales

YI Guerra, ARR Zaldívar, JEV Fernández, NR Ramírez - Telemática, 2023