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Dr.Amirthalakshmi TM

Assistant Professor (Sl. Gd.), Department of Electronics and Communication Engineering, School of Engineering, Chennai.

Qualification: B.E., M.Tech., Ph.D

Bio Publications Qualification Experience Patent Courses Taught Conferences Attended
Bio

Dr. Amirthalakshmi.TM currently serves as Assistant Professor (OC), Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham Chennai.

She is a dedicated academic professional with over 13 years of rich experience in teaching, research, and academic administration in the domains of Electronics and Communication Engineering.

She recently completed a prestigious Post-Doctoral Fellowship in IoT and Cybersecurity at City, University of London (2023–2024), focusing on federated learning for privacy-preserving threat detection. Her contributions earned her the “Post Doc Fellow of the Year” award in 2025 and global recognition from MIT Square and Raise Global Innovation Forum.

She holds a Ph.D. in Low Power VLSI Design from Sathyabama Institute of Science and Technology, along with an M.Tech (Gold Medalist) and B.E. in Electronics and Communication Engineering from Pallavan college of engineering, affiliated to Anna University.

A passionate researcher, Dr. Amirthalakshmi has published over 25 articles in SCI/Scopus-indexed journals, presented at 7 conferences, and holds 8 patents in VLSI, AI, IoT, and biomedical systems.

Publications

Journal Article

Year : 2025

Co-operative deep belief fused deep neuro-fuzzy network for water depth-aware content caching model in underwater IoT

Cite this Research Publication : Ayyadurai M, Balaji C G, Amirthalakshmi T M, A. K. Gnanasekar, Co-operative deep belief fused deep neuro-fuzzy network for water depth-aware content caching model in underwater IoT, Earth Science Informatics, Springer Science and Business Media LLC, 2025, https://doi.org/10.1007/s12145-025-01770-8

Publisher : Springer Science and Business Media LLC

Year : 2024

Grey Wolf Optimization-Based Artificial Neural Network in the Development of an Automated Heart Disease Prediction Model

Cite this Research Publication : Thirumalai Maad Amirthalakshmi, Balamurugan Velan, V. Vedanarayanan, Anselin Nisha Sahaya, R. Narmadha, Grey Wolf Optimization-Based Artificial Neural Network in the Development of an Automated Heart Disease Prediction Model, INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS, Korean Institute of Intelligent Systems, 2024, https://doi.org/10.5391/ijfis.2024.24.3.231

Publisher : Korean Institute of Intelligent Systems

Year : 2024

The role of interface energetics in Sb2Se3 thin film solar cells

Cite this Research Publication : B Gokula Krishnan, Amirthalakahmi T M, R Thandaiah Prabu, Atul Kumar, The role of interface energetics in Sb2Se3 thin film solar cells, Physica Scripta, IOP Publishing, 2024, https://doi.org/10.1088/1402-4896/ad52d4

Publisher : IOP Publishing

Year : 2024

The role of interface energetics in Sb2Se3 thin film solar cells

Cite this Research Publication : B Gokula Krishnan, Amirthalakahmi T M, R Thandaiah Prabu, Atul Kumar, The role of interface energetics in Sb2Se3 thin film solar cells, Physica Scripta, IOP Publishing, 2024, https://doi.org/10.1088/1402-4896/ad52d4

Publisher : IOP Publishing

Year : 2023

QoS Management in Industrial Mobile Communication Using PSO-Based Vision Technique

Cite this Research Publication : Amirthalakshmi T. M., Raja S., Subramanian M., Nelson C., Rajkumar S., Makala R., & Dinku W., QoS Management in Industrial Mobile Communication Using PSO-Based Vision Technique.,Wireless Communications and Mobile Computing, 2023

Year : 2023

LOBO Optimization-Tuned Deep-Convolutional Neural Network for Brain Tumor Classification Approach

Cite this Research Publication : A. Sahaya Anselin Nisha, R. Narmadha, T. M. Amirthalakshmi, V. Balamurugan, V. Vedanarayanan, LOBO Optimization-Tuned Deep-Convolutional Neural Network for Brain Tumor Classification Approach, Journal of Shanghai Jiaotong University (Science), Springer Science and Business Media LLC, 2023, https://doi.org/10.1007/s12204-023-2625-8

Publisher : Springer Science and Business Media LLC

Year : 2022

Multi-label text categorization using ECOC with weighted probability

Cite this Research Publication : Balamurugan V., Vedanarayanan V., Nisha S. A., Narmadha R., & Amirthalakshmi T. M, Multi-label text categorization using ECOC with weighted probability., International Journal of Engineering, 35(8), 1516–1523,2022.

Year : 2022

Ontological representation of image processing methods for coronal hole material segmentation centered on physical restrains using multi-modal scheme

Cite this Research Publication : R. Geetha, T. Manimegalai, S. Ramesh, T. M. Amirthalakshmi, Ontological representation of image processing methods for coronal hole material segmentation centered on physical restrains using multi-modal scheme, AIP Conference Proceedings, AIP Publishing, 2022, https://doi.org/10.1063/5.0072466

Publisher : AIP Publishing

Year : 2022

Design of low power reversible nano multiplier using single electron transistor

Cite this Research Publication : T. M. Amirthalakshmi, R. Geetha, T. Manimegalai, S. Ramesh, Design of low power reversible nano multiplier using single electron transistor, AIP Conference Proceedings, AIP Publishing, 2022, https://doi.org/10.1063/5.0072964

Publisher : AIP Publishing

Year : 2022

Efficient routing in MANET using residual energy

Cite this Research Publication : Manimegalai T., Ramesh S., Amirthalakshmi T. M., & Geetha R, Efficient routing in MANET using residual energy. AIP Conference Proceedings, 2405(1), (2022).

Year : 2022

Classification of Age and Gender Based On Artificial Neural Network Using Haar Cascade Algorithm

Cite this Research Publication : Amirthalakshmi T. M., & Nagaraju V, Classification of Age and Gender Based on ANN Using Haar Cascade Algorithm. Telematique, 1946–1962, 2022

Year : 2022

Classification of COVID-19 Cases using Deep Neural Network based on Chest Image Data through WSN

Cite this Research Publication : Vedanarayanan V., Sahaya Anselin Nisha A., Narmadha R., Amirthalakshmi T. M., Balamurugan Velan, Classification of COVID-19 Cases using Deep Neural Network based on Chest Image Data through WSN, International Journal of Intelligent Systems and Applications in Engineering, International Journal of Intelligent Systems and Applications in Engineering, 2022, https://doi.org/10.18201/ijisae.2022.264

Publisher : International Journal of Intelligent Systems and Applications in Engineering

Year : 2022

Artificial Deep Neural Network in Hybrid PV System for Controlling the Power Management

Cite this Research Publication : Satyajeet Sahoo, T. M. Amirthalakshmi, S. Ramesh, G. Ramkumar, Joshuva Arockia Dhanraj, A. Ranjith, Sami Al Obaid, Saleh Alfarraj, S. S. Kumar, Artificial Deep Neural Network in Hybrid PV System for Controlling the Power Management, International Journal of Photoenergy, Wiley, 2022, https://doi.org/10.1155/2022/9353470

Publisher : Wiley

Year : 2022

The Numerical Algorithms and Optimization Approach Used in Extracting the Parameters of the Single-Diode and Double-Diode Photovoltaic (PV) Models

Cite this Research Publication : R. Thandaiah Prabu, S. Parasuraman, Satyajeet Sahoo, T. M. Amirthalakshmi, S. Ramesh, S. Agnes Shifani, S. Arockia Jayadhas, M. Indra Reddy, Sami Al Obaid, Saleh Alfarraj, S. S. Kumar, The Numerical Algorithms and Optimization Approach Used in Extracting the Parameters of the Single-Diode and Double-Diode Photovoltaic (PV) Models, International Journal of Photoenergy, Wiley, 2022, https://doi.org/10.1155/2022/5473266

Publisher : Wiley

Year : 2022

A Novel Approach in Hybrid Energy Storage System for Maximizing Solar PV Energy Penetration in Microgrid

Cite this Research Publication : T. M. Amirthalakshmi, S. Ramesh, R. Thandaiah Prabu, G. Ramkumar, Satyajeet Sahoo, Prince Thomas, R. Jothi Ramalingam, Hamad Al-Lohedan, Dhaifallah M. Al-Dhayan, Shanmugam Sureshkumar, A Novel Approach in Hybrid Energy Storage System for Maximizing Solar PV Energy Penetration in Microgrid, International Journal of Photoenergy, Wiley, 2022, https://doi.org/10.1155/2022/3559837

Publisher : Wiley

Year : 2022

Optimization of Solar Hybrid Power Generation Using Conductance-Fuzzy Dual-Mode Control Method

Cite this Research Publication : S. Ramesh, J. Seetha, G. Ramkumar, Satyajeet Sahoo, T. M. Amirthalakshmi, A. Ranjith, Asiful H. Seikh, Sohail M. A. Khan Mohammed, Ram Subbiah, Optimization of Solar Hybrid Power Generation Using Conductance-Fuzzy Dual-Mode Control Method, International Journal of Photoenergy, Wiley, 2022, https://doi.org/10.1155/2022/7756261

Publisher : Wiley

Year : 2022

Highly Sensitive Measurement of Oxygen Concentration Based on Reflector-Enhanced Photoacoustic Spectroscopy

Cite this Research Publication : Shuhan Yang, Shunda Qiao, Xiaonan Liu, Yufei Ma, Highly Sensitive Measurement of Oxygen Concentration Based on Reflector-Enhanced Photoacoustic Spectroscopy, Sensors, MDPI AG, 2022, https://doi.org/10.3390/s22145087

Publisher : MDPI AG

Year : 2021

Breast carcinoma analysis using broadband antennas

Cite this Research Publication : Amirthalakshmi T. M., Subitha D., Santhosh A. J., Pattanaik B., Murugesan B., & Sakthisudhan K, Breast carcinoma analysis using broadband antennas. Materials Today: Proceedings, 45, 3157–3160, 2021

Year : 2021

Gain enrichment of wideband antenna utilized on artificial magnetic conductor surface

Cite this Research Publication : K. Sakthisudhan, T.M. Amirthalakshmi, S. Sankar Ganesh, S. Nandhakumar, Gain enrichment of wideband antenna utilized on artificial magnetic conductor surface, Materials Today: Proceedings, Elsevier BV, 2021, https://doi.org/10.1016/j.matpr.2020.09.542

Publisher : Elsevier BV

Year : 2021

An Effectual Plant Leaf Disease Detection using Deep Learning Network with IoT Strategies

Cite this Research Publication : Ramkumar G., Amirthalakshmi T. M., Prabu R. T., & Sabarivani A, An effectual plant leaf disease detection using DL network with IoT strategies. Annals of the Romanian Society for Cell Biology, 8876–8885,(2021).

Year : 2021

A Short-Term Solar Photovoltaic Power Optimized Prediction Interval Model Based on FOS-ELM Algorithm

Cite this Research Publication : G. Ramkumar, Satyajeet Sahoo, T. M. Amirthalakshmi, S. Ramesh, R. Thandaiah Prabu, Kasipandian Kasirajan, Antony V. Samrot, A. Ranjith, A Short-Term Solar Photovoltaic Power Optimized Prediction Interval Model Based on FOS-ELM Algorithm, International Journal of Photoenergy, Wiley, 2021, https://doi.org/10.1155/2021/3981456

Publisher : Wiley

Year : 2018

Design and analysis of low power 8-bit ALU on reversible logic for nanoprocessors

Cite this Research Publication : T. M. Amirthalakshmi, S. Selvakumar Raja, Design and analysis of low power 8-bit ALU on reversible logic for nanoprocessors, Journal of Ambient Intelligence and Humanized Computing, Springer Science and Business Media LLC, 2018, https://doi.org/10.1007/s12652-018-1074-y

Publisher : Springer Science and Business Media LLC

Year : 2016

Design Of Low Power Reversible Compressors Using SET

Cite this Research Publication : Amirthalakshmi T. M., & Selvakumarraja S., Design Of Low Power Reversible Compressors Using SET. ARPN Journal of Engineering and Applied Sciences, 11(1), 2016.

Year :

The Upcoming VLSI-Based Integrated Circuits: A Survey of Nanodevices

Cite this Research Publication : Amirthalakshmi T. M., & Selvakumarraja S, The Upcoming VLSI-Based Integrated Circuits: A Survey of Nanodevices.,Int. J. Advances in Science and Tech, 2.,2014.

Conference Proceedings

Year : 2022

An Effective Neural Network Assisted Melanoma Disease Prediction based on Dermoscopy Images

Cite this Research Publication : T. Senthil Kumar, V. Mohanavel, U N V P Rajendranath, L Mohana Sundari, T. M. Amirthalakshmi, An Effective Neural Network Assisted Melanoma Disease Prediction based on Dermoscopy Images, 2022 International Conference on Electronics and Renewable Systems (ICEARS), IEEE, 2022, https://doi.org/10.1109/icears53579.2022.9752049

Publisher : IEEE

Year : 2016

Design of SDCA using RSSI for mid-air collisions

Cite this Research Publication : T.M. Amirthalakshmi, P. Vijayakumari, K.H. Shakthi Murugan, M. Ayyadurai, Design of SDCA using RSSI for mid-air collisions, 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), IEEE, 2016, https://doi.org/10.1109/iccic.2016.7919677

Publisher : IEEE

Year : 2016

Effective control of non linear parameters using artificial intelligence

Cite this Research Publication : T. M. Amirthalakshmi, G. Ramkumar, P. Vijayakumari, V. Samuthirapandi, Effective control of non linear parameters using artificial intelligence, 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), IEEE, 2016, https://doi.org/10.1109/iccic.2016.7919659

Publisher : IEEE

Year : 2015

Design of Low power four function 8-bit ALU for nano based systems

Cite this Research Publication : Amirthalakshmi. T.M, S. Selvakumarraja, Design of Low power four function 8-bit ALU for nano based systems, 2015 International Conference on Communications and Signal Processing (ICCSP), IEEE, 2015, https://doi.org/10.1109/iccsp.2015.7322784

Publisher : IEEE

Qualification
  • Post-Doctorate Fellowship in IoT in Cyber Security – City, University of London, UK (2023-2024)
    Research Focus: Securing IoT Devices with Federated Learning Based Hybrid MLP- Light GBM Model for Privacy-Preserving Approach in Cyber Security Threat Detection.
  • Ph.D. in Low Power VLSI – Sathyabama Institute of Science and Technology, Chennai (2012-2019)
    Research Focus: Design of Low Power 8-bit Arithmetic and Logical Unit on Reversible Logic for Nanoprocessors.
  • M.Tech. in VLSI Design (Regular) – Sathyabama Institute of Science and Technology, Chennai (2009-2011) First Class with Distinction (Gold Medalist) 9 CGPA.
  • B.E. in Electronics & Communication – Pallavan College of Engineering, affiliated to Anna University, Kanchipuram (2004-2008). First Class with Distinction 78%
Experience
S.No Designation Institution Duration Key Responsibilities
1 Associate Professor SRM Institute of Science and Technology, Ramapuram, Chennai 17 Mar 2022 – 15 May 2025 Project Coordinator, Academic Research Coordinator, External Exam Cell In-Charge
2 Assistant Professor Rajalakshmi Institute of Technology, Kuthambakkam, Chennai 05 Oct 2020 – 07 Mar 2022 Key contributor to NBA, NAAC Criteria 2 & 7, Prepared Institutional PPT for principal presentation, Research Coordinator
3 Assistant Professor Jeppiaar Maamallan Engineering College, Sriperumpudur, Chennai 04 Jul 2011 – 23 May 2019 Project & Research Coordinator
4 Lecturer Jei Mathajee College of Engineering, Kanchipuram 09 Feb 2009 – 30 Jun 2009 Supported ISO certification
Patent
  1. Nanotechnology Based Smart Capsule to Purify Water
    Design Number: 202541006031
    Date of Publication: 31/01/2025
  2. AI and Blockchain Enabled Device for Network Safety
    Design Number: 399752001
    Grant Date: 10/11/2023
  3. High-Powered Laser Beam Based Wireless Charging for Military Surveillance Drones
    Patent Application Number: 202341034853
    Date of Publication: 16/06/2023
  4. Method for Improving the Performance of Very Large Scale Integration
    Patent Application Number: 202341049442A
    Date of Publication: 01/09/2023
  5. 4G and 5G Technology-Based Multi-Antenna Smartphone Application using Multimode
    Patent Application Number: 202241042837
    Journal Number: 23/2022
    Date of Publication: 29/07/2022
  6. IoT-Based Remote Intelligent Healthcare System for Personal Emergency Response Using Machine Learning
    Patent Application Number: 202241060276
    Journal Number: 44/2022
    Date of Publication: 04/11/2022
  7. VLSI-Based Impulse Noise Cancellation to Enhance Image Quality Visually
    Patent Application Number: 202241001140A
    Date of Publication: 04/02/2021
  8. Smart Pipe Inspection Robot for Blockage Detection and Clearance
    Patent Application Number: 202141029564A
    Date of Publication: 16/07/2021
  9. Artificial Intelligence in Modern Large Power System Applications
    Patent Application Number: 201911042946A
    Date of Publication: 04/09/2020
Courses Taught
  • VLSI Design
  • Digital Communication
  • Circuit Theory
  • Digital circuits
  • Electronic devices
  • Machine Learning for IoT
  • Python Programming
  • AI
  • Computer Organization
Conferences Attended
  • Amirthalakshmi T. M., & Selvakumar Raja S. (2013). Design Of High Speed and Low Power 7:3 Compressor Using CNTFET. National Conference at Sathyabama University, 32–37.
  • Amirthalakshmi T. M. (2017). Design of Low Complexity Adjustable Filter Bank for Hearing Aid Solution. NCECET’17, Jeppiaar Maamallan Engineering College.
  • Amirthalakshmi T. M. (2020). Interactive Robot Teaching Environment. Int’l Conf. on Robotics, Embedded Systems & IoT, Chennai Institute of Technology.
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