Linlu Ma

Nanyang Technological University

Papers

1

Total Citations

89

H-Index

1

About

Linlu Ma is a pioneering researcher in agricultural robotics and intelligent control systems, with a focus on developing autonomous aerial robots for precision farming. Their most cited work introduces an innovative aerial robot designed for rice farm quality inspection, integrating a type-2 fuzzy neural network tuned by a hybrid particle swarm optimization-sliding mode control algorithm. This contribution, cited 89 times, addresses critical challenges in real-time crop monitoring and adaptive control under uncertain environmental conditions. Ma’s research bridges advanced computational intelligence—specifically fuzzy logic and neural networks—with robust control theory, enabling drones to navigate complex agricultural landscapes while maintaining stability and accuracy. By optimizing inspection processes, their work significantly enhances crop yield assessment and resource efficiency, offering scalable solutions for modern agriculture. Ma’s achievements highlight a commitment to interdisciplinary innovation, merging robotics, AI, and agronomy to tackle global food security challenges. Their research continues to inspire advancements in autonomous systems for environmental monitoring, demonstrating the transformative potential of intelligent robotics in sustainable farming.

Research Focus

Key Achievements

1
H-Index
1
Papers
89
Total Citations
89
Avg Citations/Paper
🏆 Most Cited Paper
An aerial robot for rice farm quality inspection with type-2 fuzzy neural networks tuned by particle swarm optimization-sliding mode control hybrid algorithm
89 citations · 2017
📈 Most Prolific Year: 2017 (1 Papers)
🤝 Key Collaborators: 4
🏛 Institutions: Nanyang Technological University

Top Papers

  1. 1

Key Collaborators

Contact & Links

Available for collaboration
Content generated · 11 days ago