Research Gate Profile: URL
Research Interests
Experimental Design
Biomedical Signal Processing, Signal Processing and Analysis, Image Processing and Analysis
Dynamic Modeling and System Identification, System Modeling and Simulation, Statistical Analysis and Modeling
Classical and Intelligent Control Systems, Mechatronics, Robot Architecture, Sensors and Actuators
Application of Artificial Intelligence, Fuzzy Logic, Neural Networks, Genetic Algorithm
Mathematical Approximation and Optimization
Bioengineering, Machine Learning, System Design, System Reliability, Design Optimization
Machine Condition Monitoring, Fault Prediction and Prognosis, Intelligent Maintenance Systems
Industrial System Process Control, Automation
Postdoctoral Research Fellow - Nov. 2012 - Mar. 2015
Inria Sophia Antipolis-Méditerranée, France. URL
Social Network Analysis, Timeline Modeling, and Recommendation Systems
Supervisor (PI): Prof. Eitan Altman, Ph.D. URL
Postdoctoral Research Fellow - June 2012 - Nov. 2012
Postdoctoral Research Associate - Jan. 2012 - June 2012
VALENS, Centre of Excellence for Bio-Instrumentation, Devices and Signal Processing URL
School of EEE, Nanynag Technological University URL
Behavior and Neurophysiological Study of Subliminal Priming in the Realm of Advertisement and Beyond
Supervisor (PI): Prof. Justin Dauwels, Ph.D. URL
Supervisor (PI): Prof. Alice Chan, Ph.D. URL
Graduate Research Assistant - Aug. 2009 - Dec. 2011
Measurement and Control Engineering Research Center, School of Engineering, College of Science and Engineering, Idaho State University, USA
Advisor: Prof. Marco P. Schoen, Ph.D., P.E. URL
Co-Advisor: Prof. Alex Urfer, P.T., Ph.D., Professor URL
Co-Advisor: Prof. Jim Creelman, P.T., D.P.T., M.S., O.C.S. URL
Co-Advisor: Prof. Ken Bosworth, Ph.D., Professor URL
Co-Advisor: Prof. D. Subbaram Naidu, Ph.D., P.E., Fellow IEEE URL
Co-Adviser: Prof. James Lai, Ph.D., URL
Developing a smart prosthetic hand using below mentioned intelligent autonomous strategies
Electromyographic Signal Extraction
Signal Processing
System Identification and Hybrid Modeling
Kinematic Synthesis
Control by Fusion of Soft Computing (SC) and Hard Computing (HC) Techniques
Strategies to Deal with the Complications of Biocompatibility
Project Related Links
http://www2.isu.edu/headlines/?p=2630
http://www.isu.edu/magazine/fall10/smarter-hand.shtml
Ph.D. Dissertation: "Identification and Modeling of Surface EMG Signals, Skeletal Muscle Forces, Skeletal Muscle Fatigue, and Finger Joint-Angles for Smart Prosthetic Hand Design." URL
M.S. Thesis: "Modeling of EMG and Force to Capture Muscle Fatigue Dynamics." URL
Note: This research provides models of human skeletal muscle dynamics, which can be used to implement model-based force control on the fingertips; model-based adaptation/adjustment as the muscles get fatigued after a certain time or work; model-based finger joint angles or movements control of the finger joints of a prosthesis for the upper extremity.
Google Scholar Citations. URL