Keyword

source number estimation

Description: A signal-processing task that estimates the number of signal sources from measurements, often using sensor arrays in acoustics or wireless communications.

Primary topic: Direction-of-Arrival Estimation Techniques (49%)

OpenAlex ID: keywords/source-number-estimation

Coherent signal-subspace processing for the detection and estimation of angles of arrival of multiple wide-band sources

1985 · H. Wang, M. Kaveh · IEEE Transactions on Acoustics Speech and Signal Processing · 1,107

Array Signal Processing

1989 · S.U. Pillai · Medical Entomology and Zoology · 890

Detection and estimation in sensor arrays using weighted subspace fitting

1991 · M. Viberg, B. Ottersten, et al. · IEEE Transactions on Signal Processing · 513

Detection of the number of coherent signals by the MDL principle

1989 · M. Wax, I. Ziskind · IEEE Transactions on Acoustics Speech and Signal Processing · 501

Deep Networks for Direction-of-Arrival Estimation in Low SNR

2021 · Georgios Papageorgiou, Mathini Sellathurai, et al. · IEEE Transactions on Signal Processing · 400

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Source number estimators using transformed Gerschgorin radii

1995 · Hsien-Tsai Wu, Jar-Ferr Yang, et al. · IEEE Transactions on Signal Processing · 311

Analysis of Sparse Representation and Blind Source Separation

2004 · Yuanqing Li, Andrzej Cichocki, et al. · Neural Computation · 309

Non-Parametric Detection of the Number of Signals: Hypothesis Testing and Random Matrix Theory

2009 · S. Kritchman, B. Nadler · IEEE Transactions on Signal Processing · 306

Performance of DMI and eigenspace-based beamformers

1992 · L. Chang, C.-C. Yeh · IEEE Transactions on Antennas and Propagation · 299

Direction of Arrival Estimation for Multiple Sound Sources Using Convolutional Recurrent Neural Network

2018 · Sharath Adavanne, Archontis Politis, et al. · European Signal Processing Conference (EUSIPCO) · 283

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An Efficient Maximum Likelihood Method for Direction-of-Arrival Estimation via Sparse Bayesian Learning

2012 · Zhang-Meng Liu, Zhi-Tao Huang, et al. · IEEE Transactions on Wireless Communications · 278

WAVES: weighted average of signal subspaces for robust wideband direction finding

2001 · E.D. di Claudio, R. Parisi · IEEE Transactions on Signal Processing · 187

Nonparametric Detection of Signals by Information Theoretic Criteria: Performance Analysis and an Improved Estimator

2010 · Boaz Nadler · IEEE Transactions on Signal Processing · 179

Detection of signals by information theoretic criteria: general asymptotic performance analysis

2002 · E. Fishler, M. Grosmann, et al. · IEEE Transactions on Signal Processing · 178

MUSIC-Like DOA Estimation Without Estimating the Number of Sources

2009 · Ying Zhang, Boon Poh Ng · IEEE Transactions on Signal Processing · 159

A compressive beamforming method

2008 · Ali Cafer Gurbuz, James H. McClellan, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 141

Independent component analysis for noisy data — MEG data analysis

2000 · S. Ikeda, K. Toyama · Neural Networks · 139

Subspace-based direction-of-arrival estimation using nonparametric statistics

2001 · S. Visuri, H. Oja, et al. · IEEE Transactions on Signal Processing · 133

DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm

2023 · Julian P. Merkofer, Guy Revach, et al. · IEEE Transactions on Vehicular Technology · 132

On the performance of signal-subspace processing-- Part I: Narrow-band systems

1986 · Hong Wang, M. Kaveh · IEEE Transactions on Acoustics Speech and Signal Processing · 115

A Grid-Less Approach to Underdetermined Direction of Arrival Estimation Via Low Rank Matrix Denoising

2014 · Piya Pal, P. P. Vaidyanathan · IEEE Signal Processing Letters · 107

Detection and parameter estimation of multiple radioactive sources

2007 · Mark Morelande, Branko Ristic, et al. · International Conference on Information Fusion (FUSION) · 103

An Information Theoretic Approach to Source Enumeration in Array Signal Processing

2004 · S. Valaee, P. Kabal · IEEE Transactions on Signal Processing · 103

Blind Extraction of Dominant Target Sources Using ICA and Time-Frequency Masking

2006 · H. Sawada, S. Araki, et al. · IEEE Transactions on Audio Speech and Language Processing · 102

Estimation of the number of sources in unbalanced arrays via information theoretic criteria

2005 · E. Fishler, H.V. Poor · IEEE Transactions on Signal Processing · 102

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Works count: 1,334

Citation count: 15,820