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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Mao-Sheng Xiang

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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
2026

Sparse-Reconstruction Time-Varying Nonlinear Compensation for Harmonic SAR Imaging

Harmonic synthetic aperture radar (H-SAR) is inherently robust to linear interference and provides improved clutter suppression, making it well suited for radar imaging in complex environments. Experimental observations show that the harmonic responses of nonlinear targets introduce spectral distortion and partial spec...

Chen-Hao Zhao, Bing-Nan Wang, Liang-Yu Qin et al. · 0 citations

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