Designation: Associate professor
Education: PhD
Professional Experience
Teaching :10years
Research : 6 years
Specialization
UG : Electronics and Communication Engineering
PG : Applied Electronics
Ph. D : Biomedical Signal Processing
Publications
- Model Based Simulation of Surface Electromyography signals and its analysis under Fatiguing conditions using Tunable Wavelets, Lakshmi M Hari, Edward Jero S, Venugopal G, Ramakrishnan S, 2019, Recent Advances in Computational Mechanics and Simulations Volume-II: Nano to
Macro (ICCMS), Springer, 9 - Analysis of Needle Electromyography Signal in Neuropathy and Myopathy Conditions using Tunable-Q Wavelet Transform, Lakshmi M Hari, Edward Jero S, Venugopal G, Ramakrishnan S, 2019, 4th International Conference on Biomedical Imaging, Signal Processing, pp. 78-82
- Muscle Fatigue Analysis in Biceps Brachii Surface Electromyography Signals using Synchrosqueezed Morlet Wavelet and Singular Value Decomposition, Lakshmi M Hari, Venugopal G, Ramakrishnan S, 2020, IET Electronic Letters, 57, 1, pp. 42-44
- Analysis of Isometric Muscle Contractions using Analytic Bump Continuous Wavelet Transform, Lakshmi M Hari, Venugopal G, Ramakrishnan S, 2020, 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 732-735
- Dynamic contraction and fatigue analysis in biceps brachii muscles using Synchrosqueezed wavelet transform and singular value features, Lakshmi M Hari, Venugopal G, Ramakrishnan S, 2022, Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in
Medicine, 236, 2, pp. 208-21 - Proposal of using bispectrum features for fatigue analysis in biceps brachii muscle using surface electromyography signals, Lakshmi M Hari, Venugopal G, Ramakrishnan S, 2022, 59th IBSIS & RMBS Symposium (Poster)
- Comparison of Machine Learning Tools for the Differentiation of Fatiguing Contractions in Biceps Brachii Muscle using Time Frequency Decomposed SEMG Signals, Lakshmi M Hari, Venugopal G, Ramakrishnan S, 2022, 22nd International Conference on Mechanics in Medicine and Biology
(ICMMB) - Analysis of dynamic contractions of biceps brachii muscle using dispersion entropy measures of surface electromyography signals, Sowmya S, Lakshmi M Hari, Ramakrishnan S, 2022, 5th Indian Conference on Applied Mechanics (INCAM)
- Gamified Rehabilitation for Carpal Tunnel Syndrome: A Novel Approach, M. Sivaramakrishnan, L. A. Menon, R. C. Rodrigues and L. M. Hari, , 2025 Emerging Technologies for Intelligent Systems
(ETIS), Trivandrum, India, 2025, pp. 1-5, IEEE,2025 - EEG-Based Emotion Classification Using CNN for Adaptive Music Therapy, Antony Davis , Alen S Veliyath, Alif Rasheed, Raimond George, Aswin Raj V, Surya Dand Lakshmi M Hari, , 40th International Conference – Bio-MANTHAN 2025
- Interactive Game-Based System for Lower Limb Rehabilitation, Megha Sivaramakrishnan, Irene George, Muhammed Azam and Lakshmi M Hari, , 40th International Conference – Bio-MANTHAN 2025 (Presented
Memberships BMESI – Biomedical Engineers Society of India
Research Interest
- Signal Processing
- BioSignal Analysis
- Healthcare device
Achievements
● Syllabus setter of Electronics and Biomedical Engineering, Kerala Technological University(KTU)- 2024 scheme
● Chairman of S5 BME/EBE University Examination (2015 scheme) (2024- present) KTU – University question paper setter and scrutiny board member (2022 – present)
● Student project got first prize worth 20k during Ideathon 2024 competition by IHNA Australia at Kochi,
● Kerala Student project got first prize of 5k during final year project competition ASPIRE conducted by Adi Shankara Institute of Engineering and Technology Kalady
● Patent filed -student project on gamified rehhabilitation device for hand rehabilitation (2024)
● Certified by Teaching Assistant Training Program by TLC, IIT Madras
● Paper Presentation at ICBSP 2020, Japan
● Participation & Paper presentation @ ICCMS, IIT Mandi
● Presented in EMBC 2020, Quebec, Canada
● Participated & presented paper in ICMMB 2022, Bologna, Italy
● Fellowship in Health Technology Assessment 2024, AMTZ Vizag
● Diploma in Counselling psycology from National Service Society Counselling &Career Guidance Centre
Reviewer
- Reviewer of ICBSII – Conference by SSN Tamil Nadu and Drexel university Philadelphia
- Reviewer and chair of ACCESS- IEEE conference by ASIET, Kalady
- Reviewer of ICTEST- IEEE Conference conducted by MEC, Thrikkakara
- Reviewer of ISENSE-IEEE Conference by IIIT Kottayam
- Reviewer of ICSPC-IEEE Conference by NIT Pondichery
- Reviewer and Chair of ICIMBRE – IEEE conference by ASIET, Kalady
Contact Details
Mobile: +91 9446559823 : 9840850557
Email: Lakshmi.mh@saintgits .org, lakshmimhari@gmail.com