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

Author

Hao Liu

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2026

Hankel Meets NOMP: Matrix Pencil and Newtonized Orthogonal Matching Pursuit for Robust Beamforming via Interference-Plus-Noise Covariance Matrix Reconstruction

Beamforming based on interference-plus-noise covariance matrix (INCM) reconstruction is a cornerstone of robust adaptive beamforming. Conventional Capon type and maximum entropy type methods typically require numerical integration, leading to stability issues and integration errors. Sparse recovery-based approaches, wh...

Hao Liu, Chong Song, Mao-Sheng Xiang et al. · 0 citations

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