Recent publications
K. Vinodha, E.S.Gopi et.al., "Generalized soil texture classification using systematic generation of mixtures based on USDA soil classification triangle" has been accepted for publication in the IEEE Geoscience and Remote Sensing Letters" Link
Book chapter "Regression Model for Antenna Design" Link
Book chapter "DNN Approach to Obtain BER Versus SNR for Spatial Modulation System" Link
Book chapter "High-Resolution Remote Sensing Image Classification with Kernel Linear Discriminant Analysis" Link
Book chapter (Conference proceedings. Recognized as one of the Best paper ICDLAIR 2023,National Institute of Technology, Kurukshetra) on "Experimental Analysis for Sensor Reduction to Depict Real-Time Applications Through Regression Techniques" Link
Book chapter (Conference proceedings) "Performance Analysis of Polar Decoding Using Linear Code Mapping with Feedback Based ANN Architecture" Link
Article on "Optimizing Broadband Access and Network Design in Wireless Mesh Networks using Multi-Objective Particle Swarm Optimization" Link
Visited Sangam Digital Twin Networking session held at New Delhi during 18th and 19th June 2024 Link
Key Note Speaker for 2024 International Conference on Data Science and Business Analytics (ICDSBA 2024), Changsha, China Link
Received Best Performer Award 2023-2024, NIT Tiruchirappalli
Link to the proceedings of the second international conference on Machine Learning, Deep Learning and Computational intelligence for wireless communication (MDCWC2023) Link
Link to the video lecture conducted during FDP on 5G Technology organized by DOT Link
Current research interest: Digital Twin, Semantic Communication
Visit of DOT officials to National Institute of Technology Tiruchirappalli Link
Attended IEEE Global Communication Conference during 4th to 8th December 2023, KL, Malaysia
K.Vinodha, E.S.Gopi, Tushar Agnibhoj (2024) "LiDAR dataset for object localization", IEEE Dataport, doi: Link
K.Vinodha, E.S.Gopi, Tushar Agnibhoj (2024) "LiDAR-based estimation of bounding box coordinates using Gaussian process regression and particle swarm optimization" Elsevier journal on Biomimetic Intelligence and Robotics , ISSN: 2667-3797
K.Vinodha, E.S.Gopi (2024), "Analyzing the performance improvement of Hierarchical binary classifiers using ACO through Monte carlo simulation and Multiclass Engine vibration data" , Elsevier journal on Expert systems with Applications (Impact factor:8.5, Cite Score:12.6 , ISSN: 0957-4174
SAMSUNG WORKLET ON MACHINE LEARNING APPROACH TO DECODING OF POLARCODE COMPLETED
Nominated as the Institute Library Advisory Committee member since April 2023
Delivered Invited Talk on "Introduction to Machine Learning RF, Microwave, Millimeter wave Technologies" during SERB Sponsored High End Workshop (Karyashala) on "Recent Trends and Future prospects for Beyond 5G in RF, Microwave, Millimeter wave Technologies" during 23rd 29th July 2023
Delivered Invited talk on "Machine Learning for Wireless Communication" during SERB Sponsored High End Workshop (Karyashala) on "Modelling of Energy Efficient Waveforms and Systems for B5G Communications during 3 to 9th July 2023
Delivered lectures on "Machine learning for wireless communication" during GIAN course at VNIT, Nagpur during 26th and 27th December 2022. Link 1 Link 2 Link 3 Link 4
Delivered guest lecture on "Machine learning for wireless communication", during Karyashala high end workshop APPLICATION OF MACHINE LEARNING IN B5G WIRELESS COMMUNICATIONS on 20th December 2022 (F.N.) at NIT, Tiruchirappalli
Session chair and Guest of Honor for the 2nd International Conference on Intelligent Systems and Applications (ICISA 2023), Organized by MIT World Peace University, Pune on May 3rd and 4th 2023 Link
Delivered guest lecture on "Machine learning for wireless communication-case study", during SERB sponsored one day workshop on Advanced Multicarrier Waveforms for Next Generation Wireless Systems on 18th November 2022 during 2.00 P.M. to 3.30. P.M. at NIT, Tiruchirappalli
Summary on ONLINE Workshop MDCWC2022 (30th May to 24th June 2022)
Received Best performer Award 2022, NIT,Tiruchirappalli
Series Editor, Signals and Communication Technology (Springer pubication,Scopus indexed) : https://www.springer.com/series/4748
Principal investigator for the GTRE project
Workshops, Tutorials & Symposia officer for Machine Learning For Communications Emerging Technologies Initiative (IEEE ComSoc) ETI MLC
Editing the book on "Machine Learning for Wireless Communication with Simulation Illustrations, Signals and Communication Technology series, Springer publications" Link