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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

Chuan Zhang

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3 papers indexed here

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2026

TCD: Time-Conditioned Diffusion Decoding for Binary Short Block Codes

Neural channel decoders have attracted growing attention as promising routes for high-performance decoding of short block codes. A recent milestone is denoising diffusion error correction codes (DDECC), which fuses diffusion probabilistic models with a Transformer-based denoiser and outperforms earlier neural approache...

Jian Zheng, Jia-Huan Ni, Zong-Yao Li et al. · 0 citations
2026

WeFTNet: DNN-Aided Weighted Fourier Transform Approximate MMSE Detection for Massive MIMO

The minimum mean square error (MMSE) detector is widely adopted for massive MIMO systems, but its reliance on matrix inversion results in prohibitive computational complexity. To solve this problem, linear iterative detectors, e.g., weighted Neumann series approximation (wNSA), can circumvent matrix inversion and subst...

Wen-Yue Zhou, Lu Han, Ze-Qiong Tan et al. · 0 citations
2026

Robust Beamforming Design for Cell-Free MIMO ISAC Systems With Imperfect CSI

Cell-Free MIMO integrated sensing and communication (CF-ISAC) systems can improve the capabilities of communication and sensing by utilizing distributed access points (APs). However, the imperfect channel state information (CSI) weakens the efforts of beamforming designs, resulting in performance degradation of CF-ISAC...

Bo-Han Yang, Wen-Yue Zhou, Ze-Qiong Tan et al. · 0 citations

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