Siti Nurmaini
Papers
60
Total Citations
502
H-Index
12
About
Siti Nurmaini is an accomplished robotics and intelligent systems researcher whose work spans mobile robot navigation, swarm robotics, robotic manipulation, and intelligent control systems. Based at Universitas Sriwijaya, Indonesia, she has made significant contributions to the field of autonomous robotics, particularly in developing and refining fuzzy logic controllers and neural network architectures for real-world robotic applications. Nurmaini's pioneering work on Weightless Neural Networks (WNNs) for mobile robot navigation, introduced as early as 2009, demonstrated fast learning capabilities well-suited for microcontroller-based systems — a practically impactful innovation for embedded robotics. Her research on interval type-2 neuro-fuzzy controllers further advanced intelligent navigation under uncertainty. Across a prolific body of work, she has addressed critical challenges including obstacle avoidance, target tracking, posture control of non-holonomic robots, and multi-robot coordination, consistently applying fuzzy logic as an elegant solution to complex, nonlinear control problems. Her 2020 study on inverse kinematics for a 4-DOF agricultural robot manipulator (52 citations) reflects her growing interest in practical robotic applications, including automation in food production. With a cumulative citation count exceeding 200 across her top works, Nurmaini stands as a leading voice in Southeast Asian robotics research, inspiring students and engineers pursuing intelligent autonomous systems.
Research Focus
Key Achievements
Top Papers
- 1
- 2Intelligent Robotics Navigation System: Problems, Methods, and Algorithm34 citations · 2017
- 3Modular Weightless Neural Network Architecture for Intelligent Navigation20 citations · 2009
- 4
- 5A New Classification Technique in Mobile Robot Navigation17 citations · 2011
- 6Analysis on swarm robot coordination using fuzzy logic16 citations · 2019
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