Siti Zaiton
Papers
2
Total Citations
26
H-Index
2
About
Dr. Siti Zaiton is a leading researcher in intelligent robotics and computational intelligence, with a focus on developing advanced control systems for autonomous navigation and swarm robotics. Her pioneering work bridges fuzzy logic systems and neural networks to create adaptive, real-time solutions for mobile robots. Her most cited paper (2009, 19 citations) introduces an embedded interval type-2 neuro-fuzzy controller that leverages weightless neural networks (WNNs) for fast learning and efficient hardware implementation, enabling robust navigation in dynamic environments. This work is notable for its practical application in microcontroller-based systems, addressing key challenges in real-time decision-making. Dr. Zaiton further advanced the field with her 2014 study on cooperative avoidance control, presenting an interval fuzzy Kohonen networks algorithm for swarm robots. This approach enables groups of robots to move cohesively while performing obstacle avoidance at the group level, enhancing collective performance and scalability. Her contributions have significant implications for autonomous systems, from industrial automation to search-and-rescue operations. With a growing citation impact, Dr. Zaiton’s research continues to influence the development of intelligent, cooperative robotic systems.
Research Focus
Key Achievements
Top Papers
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