Blind Source Separation Method Based on Neural Network with Bias Term and Maximum Likelihood Estimation Criterion. [PDF]
Liu S, Wang B, Zhang L.
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Blind Source Separation Based on Sparsity
Blind source separation (BSS) is a key technique in array processing and data analysis, aiming to recover unknown sources from observed mixtures without knowledge of the mixing matrix. Classical independent component analysis (ICA) methods rely on the assumption that sources are mutually independent.
openaire +3 more sources
Transformer-Based Nonlinear Blind Source Separation for Anti-Jamming in DSSS Satellite Communications. [PDF]
Sun X, Li C, Li J, Su Q.
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Anisotropic local covariance matrices for spatial blind source separation. [PDF]
Muehlmann C +3 more
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A Novel Radar Mainlobe Anti-Jamming Method via Space-Time Coding and Blind Source Separation. [PDF]
Ge X, Wang Y, Zheng Y, Jin G, Zhu D.
europepmc +1 more source
Kernel-FastICA-Based Nonlinear Blind Source Separation for Anti-Jamming Satellite Communications. [PDF]
Sun X, Li C, Li J, Su Q.
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Blind source separation and unmanned aerial vehicle classification using CNN with hybrid cross-channel and spatial attention module. [PDF]
Ni J, Zhou Z.
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An Anti-Mainlobe Suppression Jamming Method Based on Improved Blind Source Separation Using Variational Mode Decomposition and Wavelet Packet Decomposition. [PDF]
Li R +6 more
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Elementary Cost Functions For Blind Separation Of Non-Stationary
Blind source separation (BSS) is a problem found in many applications related to acoustics or communications. This paper addresses the blind source separation problem for the case where the source signals are non-stationary and the sensors are noisy.
Marcel Joho +3 more
core
Secure and Intelligent Single-Channel Blind Source Separation via Adaptive Variational Mode Decomposition with Optimized Parameters. [PDF]
Yan M +5 more
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