Alireza Akbarzadeh

About

Alireza Akbarzadeh is a prominent robotics and control systems researcher whose work spans rehabilitation robotics, parallel mechanisms, prosthetics, and intelligent control. He has made significant contributions to the design and analysis of spatial parallel manipulators, including foundational work on the 3-PSP mechanism and Gough–Stewart platforms, with papers in these areas accumulating over 80 and 60 citations respectively. His research increasingly focuses on human-robot interaction, particularly hip exoskeleton systems that leverage electromyography (EMG) signals and deep learning to predict joint positions and deliver adaptive, patient-responsive assistance — work that has rapidly gained traction with nearly 70 citations since 2022. His comprehensive review of linkage-driven prosthetic hand mechanisms (145 citations) stands as a landmark reference in the field. Notably, Akbarzadeh led the development of the FUM SCARA robot at Ferdowsi University of Mashhad, Iran, demonstrating a commitment to translating research into practical industrial solutions. His work on emotional neural networks and fuzzy impedance control further reflects a sophisticated integration of advanced machine learning with physical robotic systems, making him a versatile and impactful figure in modern robotics research.

Research Focus

Key Achievements

Top Papers

1. 1
   Robotic hand: A review on linkage-driven finger mechanisms of prosthetic hands and evaluation of the performance criteria

   145 citations · 2019
2. 2
   An investigation on stiffness of a 3-PSP spatial parallel mechanism with flexible moving platform using invariant form

   81 citations · 2012
3. 3
   A deep learning strategy for EMG-based joint position prediction in hip exoskeleton assistive robots

   69 citations · 2022
4. 4
   Improved general solution for the dynamic modeling of Gough–Stewart platform based on principle of virtual work

   61 citations · 2015
5. 5
   Assist-As-Needed control of a hip exoskeleton based on a novel strength index

   56 citations · 2020
6. 6
   sEMG-based impedance control for lower-limb rehabilitation robot

   53 citations · 2017
7. 7
   Position, Jacobian and workspace analysis of a 3-PSP spatial parallel manipulator

   48 citations · 2013
8. 8
   Emotional neural networks with universal approximation property for stable direct adaptive nonlinear control systems

   45 citations · 2020
9. 9
   Design of an economical SCARA robot for industrial applications

   45 citations · 2014
10. 10
    Adaptive fuzzy impedance control of exoskeleton robots with electromyography-based convolutional neural networks for human intended trajectory estimation

    39 citations · 2023

Key Collaborators

Contact & Links