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Dr. Muthukrishnan A | Neural Network | Best Researcher Award

Associate Professor at Vel Tech Rangarajan Dr Sagunthala R and D Institute of Science and Technology, India.

Dr. A. Muthukrishnan is an accomplished Associate Professor in the Department of Electronics and Communication Engineering at Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology in Chennai. He earned his Ph.D. in Information and Communication Engineering from Anna University in 2016, following a Master’s degree in VLSI Design in 2009 and a Bachelor’s degree in Electrical and Electronics Engineering in 2005. With a robust academic and professional background, Dr. Muthukrishnan has held various positions, including Research Director at The Silicon Harvest and Visiting Faculty at Anna University. His research interests encompass VLSI Design, Wireless Sensor Networks, and IoT systems, and he has published numerous papers across reputable journals and platforms. A recognized research supervisor, he has guided multiple M.E./M.Tech and B.E./B.Tech projects. Dr. Muthukrishnan is also actively involved in professional development, having conducted various faculty training programs and received several awards, including the Best Achiever Award from Anna University. His dedication to research and education makes him a prominent figure in his field.

Education:

Dr. A. Muthukrishnan holds a Ph.D. in Information and Communication Engineering from Anna University, Chennai, awarded in 2016. He also earned a Master’s degree in VLSI Design in 2009 and a Bachelor’s degree in Electrical and Electronics Engineering in 2005, both from institutions affiliated with Anna University. His strong academic foundation demonstrates a commitment to excellence in engineering education.

Professional Experience:

Dr. A. Muthukrishnan has extensive professional experience in academia and industry. Currently, he serves as an Associate Professor in the Department of Electronics and Communication Engineering at Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, a position he has held since August 2022. Before this role, he worked as a Research Director at The Silicon Harvest in Madurai from 2020 to 2022 and as an Associate Professor at Sethu Institute of Technology from 2018 to 2020. Additionally, Dr. Muthukrishnan has significant teaching experience as a Visiting Faculty at Anna University, Madurai, from 2011 to 2017, and as an Assistant Professor at Dr. NGP Institute of Technology, Coimbatore, from 2009 to 2011. His early career included a role as a Member of the Technical Staff at Izone Solutions Private Limited in Chennai from 2005 to 2007. Throughout his career, Dr. Muthukrishnan has also contributed to the industry as a Technical Adviser for various companies, leveraging his expertise in VLSI Design, Wireless Sensor Networks, and IoT systems.

Research Interests:

Dr. A. Muthukrishnan’s research interests primarily focus on VLSI Design, Wireless Sensor Networks (WSN), and sensor-interfaced Internet of Things (IoT) applications. He is particularly passionate about developing energy-efficient algorithms and methodologies for data gathering in wireless sensor networks. His ongoing research includes the design of a hybrid data gathering protocol aimed at optimizing accuracy while significantly conserving energy. Additionally, he has explored innovative signal reconstruction techniques and data gathering strategies utilizing graph theory to minimize redundancy. Dr. Muthukrishnan is also engaged in fault modeling and test pattern generation, contributing to advancements in testing VLSI circuits. His work aims to bridge the gap between theoretical research and practical applications, with an emphasis on enhancing the performance and sustainability of modern electronic systems.

Skills:

Dr. A. Muthukrishnan possesses a diverse skill set that encompasses various aspects of information and communication engineering, particularly in VLSI design, wireless sensor networks, and IoT applications. He is adept at developing energy-efficient algorithms and methodologies for data gathering and signal reconstruction, utilizing advanced concepts in graph theory and matrix-based approaches. Dr. Muthukrishnan’s technical expertise extends to fault modeling and test pattern generation for VLSI circuits, where he applies innovative techniques to enhance circuit testing and reliability. Additionally, he has strong project management and research supervision skills, having guided numerous M.E./M.Tech and B.E./B.Tech projects. His active involvement in consultancy projects and collaborations further demonstrates his ability to translate research into practical solutions, making significant contributions to the field of electronics and communication.

Conclusion:

Dr. A. Muthukrishnan’s exceptional academic background, combined with his extensive experience in teaching, research, and industry, makes him a strong candidate for the Best Researcher Award. His innovative research contributions, dedication to student mentorship, and active involvement in professional development showcase his commitment to advancing the fields of VLSI Design and Wireless Sensor Networks.

Publication Top Noted:

  • Deep learning-based energy prediction and tangent search remora optimization-based secure multi-path data communication mechanism in WSN
    • Journal: Network: Computation in Neural Systems
    • Year: 2024
    • DOI: 10.1080/0954898X.2024.2393750
    • WOSUID: WOS:001309984000001
    • Contributors: Athinarayanasamy, M.; Selvakumar, K.; Sivasubbu, V.; Kanakam, M. Mahesh
  • IOT device type identification using magnetized Hopfield neural network with tuna swarm optimization algorithm
    • Journal: Swarm and Evolutionary Computation
    • Year: 2024
    • DOI: 10.1016/J.SWEVO.2024.101653
    • WOSUID: WOS:001309823300001
    • Contributors: Muthukrishnan, A.; Kamalesh, S.
  • A secure quantum technology for smart cities using Travelling Salesman Problem (TSP): Application perspectives
    • Source: Handbook of Research on Quantum Computing for Smart Environments
    • Year: 2023
    • DOI: 10.4018/978-1-6684-6697-1.ch009
    • EID: 2-s2.0-85151874035
    • Contributors: Pavitra, A.R.R.; Lawrence, I.D.; Muthukrishnan, A.
  • Design of Circular Ring Shaped UWB Antenna for BANs and MI Applications
    • Conference: 2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS)
    • Year: 2023
    • DOI: 10.1109/ICACCS57279.2023.10113090
    • EID: 2-s2.0-85159765433
    • Contributors: Premkumar, M.; Muthukrishnan, A.; Ashokkumar, S.R.; Nagakumararaj, S.; Sathesh Raaj, R.; Srinivasan, D.
  • HY-LSTM: A new time series deep learning architecture for estimation of pedestrian time to cross in advanced driver assistance system
    • Journal: Journal of Visual Communication and Image Representation
    • Year: 2023
    • DOI: 10.1016/J.JVCIR.2023.103982
    • WOSUID: WOS:001126041400001
    • Contributors: Veluchamy, S.; Mahesh, K. Michael; Muthukrishnan, R.; Karthi, S.
  • Optimized Dictionary-based Sparse Regression Learning for Health Care Monitoring in IoT-based Context-Aware Architecture
    • Journal: IETE Journal of Research
    • Year: 2023
    • DOI: 10.1080/03772063.2023.2255567
    • WOSUID: WOS:001072165600001
    • Contributors: Kamalesh, S.; Muthukrishnan, A.
  • Internet of image things-discrete wavelet transform and Gabor wavelet transform based image enhancement resolution technique for IoT satellite applications
    • Journal: Cognitive Systems Research
    • Year: 2019
    • DOI: 10.1016/j.cogsys.2018.10.010
    • EID: 2-s2.0-85056850190
    • Part of ISSN: 13890417
Muthukrishnan A | Neural Network | Best Researcher Award

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