Mohammad Teshnehlab

About

Mohammad Teshnehlab is an Iranian researcher whose work spans intelligent control systems, computational intelligence, and autonomous robotics — fields where he has made meaningful contributions to both theory and applied engineering. His most celebrated contribution is a direct model reference Takagi–Sugeno fuzzy control framework for nonlinear systems, which relaxed restrictive assumptions required by earlier approaches and broadened the applicability of T-S fuzzy systems, accumulating 62 citations and establishing him as a notable voice in advanced fuzzy control theory. Teshnehlab has consistently pushed the boundaries of mobile robotics, developing adaptive neuro-fuzzy Extended Kalman Filter techniques for robot localization and introducing a multi-swarm particle filter to combat the well-known degeneracy problem in sequential estimation — both published in 2010. His research extends further into path planning via genetic algorithms, simultaneous localization and mapping, biped locomotion, and industrial arc welding robot intelligence, reflecting a remarkably broad engineering vision. Early work on neural network controllers using feedback-error-learning approaches, dating to 1996, underscores his long-standing engagement with bio-inspired computation. With contributions touching prosthetic eye movement systems and huggable social robots, Teshnehlab's portfolio reveals a researcher equally comfortable advancing fundamental methodologies and addressing deeply human-centered applications.

Research Focus

Key Achievements

Top Papers

1. 1
   Direct Model Reference Takagi–Sugeno Fuzzy Control of SISO Nonlinear Systems

   62 citations · 2011
2. 2
   Adaptive Neuro-Fuzzy Extended Kaiman Filtering for robot localization

   21 citations · 2010
3. 3
   A Multi Swarm Particle Filter for Mobile Robot Localization

   20 citations · 2010
4. 4
   Neural network controller with flexible structure based on feedback-error-learning approach

   15 citations · 1996
5. 5
   Integer GA for mobile robot path planning with using another GA as repairing function

   12 citations · 2008
6. 6
   An optimization based method for simultaneous localization and mapping

   10 citations · 2014
7. 7
   A hybrid controller based on CPG and ZMP for biped locomotion

   10 citations · 2013
8. 8
   Seam tracking of intelligent arc welding robot

   10 citations · 2006
9. 9
   Industrial Arc Welding Robot Defect Tracking System in Automotive Industry

   9 citations · 2007
10. 10
    An interdisciplinary overview and intelligent control of human prosthetic eye movements system for the emotional support by a huggable pet-type robot from a biomechatronical viewpoint

    8 citations · 2011

Key Collaborators

Contact & Links