Author

Guangming Zhang

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Open access Aug 2026

Dynamic Event-Triggered Fixed-Time Practical Distributed Optimization and Output Consensus of Incommensurate Nonlinear Fractional-Order Multi-Agent Systems with Input Saturation

This paper investigates distributed optimization-assisted output consensus for nonlinear multi-agent systems with mutually incommensurate Caputo orders, unavailable velocity-like states, bounded disturbances, measurement noise, and actuator saturation. A mixed-power exact penalty flow generates practical optimal refere...

Chen Zhang, Hui Shen, Lijun Ma et al. · Fractal and Fractional · 0 citations

Review Open access Sep 2026

GFE-Net: Geometry-Enhanced Feature Extraction Network for Semantic Segmentation of Large-Scale LiDAR Point Clouds

Accurate semantic segmentation of large-scale outdoor LiDAR point clouds remains a challenging endeavor, primarily due to ambiguous class transitions at object interfaces, non-uniform sampling density across the surveyed area, and shared geometric signatures among distinct object categories. This paper proposes GFE-Net...

Hui Liu, Guang-Ming Zhang, Chuang Chen et al. · Remote Sensing · 0 citations