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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xin Jin

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Open access Sep 2026

Toeplitz-Enhanced Array Covariance Processing for DOA Estimation Under Low SNR and Limited Snapshots

A Toeplitz-enhanced neural network for DOA estimation, a hybrid physics-informed framework for uniform linear arrays that combines the array signal processing prior with a lightweight learning-based regressor, and results show TENN-DOA achieves a higher resolution probability and lower root mean square error compared w...

Xin Jin, Ya-Nan Fan, Xiu-Juan Yao et al. · 0 citations

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