Anmin Zhu

About

Anmin Zhu is a robotics and intelligent systems researcher whose work sits at the intersection of biologically inspired computing, autonomous navigation, and multi-robot coordination. Over two decades, he has made significant contributions to mobile robot navigation, developing novel approaches that draw on neural networks, fuzzy logic, and neurodynamics to enable robots to operate safely and efficiently in complex, dynamic environments. His 2011 paper on bioinspired neurodynamics-based tracking control (157 citations) demonstrated how biological neural principles could generate smooth, real-time velocity commands for nonholonomic robots — a critical advance for practical deployment. Complementing this, his neurofuzzy navigation framework (144 citations) elegantly unified sensor fusion with adaptive learning for obstacle avoidance and target seeking. Zhu has also been a leading voice in multi-robot systems, proposing self-organizing map (SOM)-based architectures for dynamic task assignment across both ground-level and three-dimensional swarm environments, accumulating over 200 citations in this thread of research alone. His work extends even into agricultural robotics, with a practical integrated gripper-cutter system for greenhouse harvesting. Collectively, Zhu's research portfolio reflects a consistent and impactful commitment to bridging theoretical intelligence models with real-world autonomous robotic systems.

Research Focus

Key Achievements

Top Papers

1. 1
   A Bioinspired Neurodynamics-Based Approach to Tracking Control of Mobile Robots

   157 citations · 2011
2. 2
   Neurofuzzy-Based Approach to Mobile Robot Navigation in Unknown Environments

   144 citations · 2007
3. 3
   A Neural Network Approach to Dynamic Task Assignment of Multirobots

   108 citations · 2006
4. 4
   A Bio-Inspired Approach to Task Assignment of Swarm Robots in 3-D Dynamic Environments

   66 citations · 2016
5. 5
   A fuzzy logic approach to reactive navigation of behavior-based mobile robots

   43 citations · 2004
6. 6
   An improved SOM-based approach to dynamic task assignment of multi-robots

   32 citations · 2010
7. 7
   Integrated gripper and cutter in a mobile robotic system for harvesting greenhouse products

   26 citations · 2009
8. 8
   An Adaptive Neuro-fuzzy Controller for Robot Navigation

   13 citations · 2009
9. 9
   An improved self-organizing map approach to traveling salesman problem

   13 citations · 2004
10. 10
    Path planning of multi-robot systems with cooperation

    12 citations · 2004

Key Collaborators

Contact & Links