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Dr. C. Ganesh Kumar

Assistant Professor (Senior Grade), Department of Electronics and Communication Engineering, School of Computing, Chennai | Program Chair, Department of Electronics and Communication Engineering, School of Computing, Chennai

Qualification: M.E, Ph.D.
c_ganeshkumar@ch.amrita.edu
Scopus Author ID
Research Interest: Edge AI, ADAS, Deep Learning, Smart Grid

Bio Publications Academic Qualifications Academic Experience Teaching
Bio

Dr. Ganesh Kumar C, is the Program Chair of Electronics and Communication Engineering and an Assistant Professor (Selection Grade) in the Department of Electronics and Communication Engineering, School of Engineering, Amrita Vishwa Vidyapeetham, Chennai Campus.

Dr. Ganesh earned his B.E. in Electronics and Communication Engineering from Arulmigu Kalasalingam College of Engineering, Anna University, Chennai, and M.E. in Embedded System Technologies from Anna University, Coimbatore. He received his doctoral degree from Anna University, Chennai. He has more than 12 years of teaching and research experience in his career. He has published more than 14 research articles in referred International Journals and Conferences. His current research interests include Underwater Pollution Monitoring, Blind Spot Detection, Crop Health Management, Home Energy Management System. He has been serving as a reviewer for peer-reviewed Journals like Springer and IOS Press.In addition, he has completed several certification courses from NPTEL, and Udemy, focusing on multidisciplinary research.

Publications

Journal Article

Year : 2024

Deep Learning Model for Diagnosing the Severity of Diabetic Retinopathy

Cite this Research Publication : Nikitha Reddy Nalla and Ganesh Kumar Chellamani, “Deep Learning Model for Diagnosing the Severity of Diabetic Retinopathy,” Fourth Congress on Intelligent Systems. CIS 2023. Lecture Notes in Networks and Systems (SPRINGER), vol 868, 2024, (SCOPUS Indexed)

Publisher : SPRINGER

Year : 2021

Naïve Bayes Classifier Enabled Home Energy Management Scheme for Cost-effective End-user Comfort

Cite this Research Publication : M. Firdouse Ali Khan, Ganesh Kumar Chellamani, and Premanand Venkatesh Chandramani, “Naïve Bayes Classifier Enabled Home Energy Management Scheme for Cost-effective End-user Comfort”, Journal of Intelligent & Fuzzy Systems (IOS Press), vol. 40, no. 1, pp. 403-413, 2021.

Publisher : IOS Press

Year : 2021

Supervised Electricity Tariff Prediction using Random Forest validated through User Comfort and Constraint for a Home Energy Management Scheme

Cite this Research Publication : Ganesh Kumar Chellamani, M. Firdouse Ali Khan, and Premanand Venkatesh Chandramani, “Supervised Electricity Tariff Prediction using Random Forest validated through User Comfort and Constraint for a Home Energy Management Scheme”, Journal of Intelligent & Fuzzy Systems (IOS Press), vol. 40, no. 1, pp. 745-757, 2021.

Publisher : IOS Press

Year : 2020

An Optimized Methodical Energy Management System for Residential Consumers Considering Price-Driven Demand Response Using Satin Bowerbird Optimization

Cite this Research Publication : Ganesh Kumar Chellamani and Premanand Venkatesh Chandramani, “An Optimized Methodical Energy Management System for Residential Consumers Considering Price-Driven Demand Response Using Satin Bowerbird Optimization”, Journal of Electrical Engineering & Technology (SPRINGER), vol. 15, pp. 955–967, 2020.

Publisher : SPRINGER

Year : 2019

Demand response management system with discrete time window using supervised learning algorithm

Cite this Research Publication : Ganesh Kumar Chellamani and Premanand Venkatesh Chandramani, “Demand response management system with discrete time window using supervised learning algorithm”, Cognitive Systems Research (ELSEVIER), vol. 57, pp. 131-138, 2019.

Publisher : Cognitive Systems Research (ELSEVIER), vol. 57, pp. 131-138, 2019.

Year : 2016

Mining Based Device Control for Home Automation

Cite this Research Publication : C Ganesh Kumar, S Januja Josephine, and Premanand V Chandramani, “Mining Based Device Control for Home Automation”, Advances in Intelligent Systems and Computing (SPRINGER), vol. 394, pp. 1049-1058, 2016.

Publisher : SPRINGER

Year : 2011

A Multi-Threshold CMOS Technique in Built-In High-Speed Sensors for Digital Interconnect Signals

Cite this Research Publication : C Ganesh Kumar, “A Multi-Threshold CMOS Technique in Built-In High-Speed Sensors for Digital Interconnect Signals”, International Journal of Programmable Device Circuits and Systems (CiiT), vol. 3, no. 9, pp. 520-525, 2011.

Publisher : International Journal of Programmable Device Circuits and Systems

Conference Paper

Year : 2024

Energy Efficiency of Embedded Controllers Through DVFS

Cite this Research Publication : Vimala Madala and Ganesh Kumar Chellamani, “Energy Efficiency of Embedded Controllers Through DVFS,” 2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Bhilai, India, 2024, pp. 1-5, IEEE Conference Article (SCOPUS Indexed)

Publisher : IEEE

Year : 2024

CrackVision: A Fusion of Deep Learning and Image Processing for Comprehensive Wall Crack Detection and Analysis

Cite this Research Publication : Yaythish Kannaa G S, Dennis Joshua D, Ganesh Kumar Chellamani, Manoj Prabhakaran K, “CrackVision: A Fusion of Deep Learning and Image Processing for Comprehensive Wall Crack Detection and Analysis,” 2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT), Vellore, India, 2024, pp. 1-5, IEEE Conference Article (SCOPUS Indexed)

Publisher : IEEE

Year : 2023

Epilepsy Detection Using Embedded Machine Learning

Cite this Research Publication : Shankar. R, Aadarsh. K and Ganesh Kumar Chellamani, “Epilepsy Detection Using Embedded Machine Learning,” 2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2023, pp. 1914-1922, IEEE Conference Article (SCOPUS Indexed)

Publisher : IEEE

Year : 2023

Smart Agro-Industrial Monitoring System Using Multi-Sensors and ESP-NOW Protocol

Cite this Research Publication : B. B. Sai Venkat, B. Lalasa, Reddy Tharun V, S. Vadrevu and Ganesh Kumar Chellamani, “Smart Agro-Industrial Monitoring System Using Multi-Sensors and ESP-NOW Protocol,” 2023 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), Chennai, India, 2023, pp. 01-05, IEEE Conference Article (SCOPUS Indexed)

Publisher : IEEE

Year : 2023

Recent advancements in Wireless Sensor Networks for Air Pollution Monitoring: A Survey Report of 2021-2022

Cite this Research Publication : P. Posina and Ganesh Kumar Chellamani, “Recent advancements in Wireless Sensor Networks for Air Pollution Monitoring: A Survey Report of 2021-2022,” 2023 International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems (ICAECIS), Bangalore, India, 2023, pp. 627-631, IEEE Conference Article (SCOPUS Indexed)

Publisher : IEEE

Year : 2022

AIoT-based Smart Cart System

Cite this Research Publication : Sakthivel S, Akash Ram R. K, Sidarth Sai B, Vijaya Kesavan K. M, and Ganesh Kumar C,“AIoT-based Smart Cart System”, 2022 International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), 2022, pp. 1-6, IEEE Conference Article (SCOPUS Indexed)

Publisher : IEEE

Year : 2022

Blur Classification and Estimation of Motion Blur Parameters Using OLR

Cite this Research Publication : Sakthivel S, Akash Ram R K, Sidarth Sai B, and Ganesh Kumar C, “Blur Classification and Estimation of Motion Blur Parameters Using OLR”, 2022 International Conference on Electronic Systems and Intelligent Computing (ICESIC), 2022, pp. 323-328, IEEE Conference Article (SCOPUS Indexed)

Publisher : IEEE

Year : 2015

Mining Based Device Control for Home Automation

Cite this Research Publication : Ganesh Kumar C, Januja Josephine S, and Premanand V Chandramani, “Mining Based Device Control for Home Automation”, Joint International Conference on Communication, Computing and Power Technologies ICCCPT-2015 and Artificial Intelligence and Evolutionary Computations in Engineering Systems ICAIECES-2015, 2015.

Publisher : Joint International Conference on Communication, Computing and Power Technologies ICCCPT-2015 and Artificial Intelligence and Evolutionary Computations in Engineering Systems

Year : 2014

Load Scheduling for Smart Homes using ANFIS

Cite this Research Publication : R. Suresh Babu, C. Ganesh Kumar, and Dr. Premanand V. Chandramani, “Load Scheduling for Smart Homes using ANFIS”, National Conference on Emerging Trends in Electronics, Instrumentation and Control EtEIC-2014, pp. 31-37, 2014.

Publisher : National Conference on Emerging Trends in Electronics, Instrumentation and Control

Year : 2014

MTCMOS Vs SVL in Built-In High-Speed Sensors for Digital Interconnected Signals

Cite this Research Publication : S. Januja Josephine, J. Vithiya, and C. Ganesh Kumar, “MTCMOS Vs SVL in Built-In High-Speed Sensors for Digital Interconnected Signals”, National Conference on Signal Processing, Communication and VLSI Design NCSCV-2014, pp. 36-42, 2014.

Publisher : National Conference on Signal Processing, Communication and VLSI Design NCSCV-2014, pp. 36-42, 2014.

Year : 2011

A Power Reduction Technique in Built-In High-Speed Sensor for Digital Interconnect Signals

Cite this Research Publication : C. Ganesh Kumar, and S. R. Barkunan, “A Power Reduction Technique in Built-In High-Speed Sensor for Digital Interconnect Signals”, National Conference on Power Electronics and Drives Applications PECON-2K11, 2011.

Publisher : National Conference on Power Electronics and Drives Applications

Year : 2011

A Multi-Threshold CMOS Technique in Built-In High-Speed Sensor for Digital Interconnect Signals

Cite this Research Publication : C. Ganesh Kumar, “A Multi-Threshold CMOS Technique in Built-In High-Speed Sensor for Digital Interconnect Signals”, International Conference on Advances in Engineering and Technology ICAET-2011, 2011.

Publisher : International Conference on Advances in Engineering and Technology ICAET-2011, 2011

Academic Qualifications
  • March 2021 : Ph.D.
    Anna University, Chennai, Dissertation: Energy Management in Residential Communities Through AutomatedDemand Response (DR)
  • 2011 : M.E.
    Embedded System Technologies, Anna University, Coimbatore
  • 2009 : B.E.,
    Electronics and Communication Engineering, Arulmigu Kalasalingam College of Engineering, Anna University, Chennai
Academic Experience
  • Assistant Professor (Selection Grade) at Amrita Vishwa Vidyapeetham, Chennai July 2023 –TillDate
  • Assistant Professor (Senior Grade)at Amrita Vishwa Vidyapeetham, Chennai July 2021 – June 2023
  • Senior Research Fellow at Hindustan Institute of Technology and Science, Chennai October 2020 – June 2021
  • Research Scholar at Sri Sivasubramaniya Nadar College of Engineering, Chennai July 2017 – September 2020
  • Assistant Professor-I at Kalasalingam University, Krishnankoil July 2016 – June 2017
  • Assistant Professor at Mohamed Sathak A.J College of Engineering, Chennai June 2011 – December 2015
Teaching

Major Courses Taught

  • Embedded Computing
  • Microcontrollers and Interfacing
  • Bio Inspired Algorithms
  • Digital Electronics
  • Computer Systems Architecture
  • Electronics Engineering
  • Control System
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