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Author

Honglin Hu

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2026

Dynamic Hybrid Beamforming for Near-Field ISAC: From Model-Based Optimization to GNN-Based Learning

The phenomena of distance-dependent degrees of freedom (DoFs) and spherical wavefronts in the near-field region open new avenues for the development of integrated sensing and communication (ISAC). However, most existing works that employ hybrid beamforming architectures lack the flexibility to accommodate spatially var...

Yi-Fei Zhao, Yong Zhou, Hong-Lin Hu et al. · 0 citations
Sep 2026

A Co-adaptive Few-shot Calibration Method for Improving Motor Imagery BCI Performance.

The Co-adaptive Few-shot calibration (CFC) approach introduces MI pattern selection to provide a subject-specific assessment protocol, and incorporates meta-learning in the calibration stage to address inter-subject and inter-pattern variability and reduce calibration time.

Ang Li, Zhen-Yu Wang, Hai-Feng Liu et al. · 0 citations
#edge computing Sep 2026

Edge Brain Computing: A Cloud--Edge Framework for Large Brain Foundation Models in Human-Centric IIoT

The Intelligent Internet of Things (IIoT) is transitioning from a data-centric to a human-centric paradigm, creating an urgent demand for reliable human–machine interaction. While transformer-based brain foundation models have emerged to decode human intentions, most existing studies focus on improving performance for...

Ang Li, Zhenyu Wang, Tianheng Xu et al. · 0 citations

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