Faculty Management System

Academic Information

Ph.D, Jadavpur University, 2025

Research Areas

Intelligent Transportation Systems (ITS) Artificial Intelligence and Machine Learning Wireless Communication Networks Internet of Things (IoT) Vehicular Ad Hoc Networks (VANETs) Edge Fog and Cloud Computing

Research Interests

My research interests focus on AI/ML-enabled intelligent transportation systems, with emphasis on traffic management, vehicular communication, and resource optimization. I work on applying reinforcement learning, federated learning, and deep learning techniques to wireless networks, IoT, and vehicular environments to improve efficiency, scalability, and reliability. I am also interested in edge–fog–cloud integration, network slicing, and intelligent routing for next-generation communication systems, including 5G/6G networks and smart mobility applications.

Courses Taught

Analog Electronics
5G/6G Networks
Natural Language Processing
Computer Networks
Python and data science
Programing for problem solving with C

Positions Held

Assistant Professor in CSE(AIML)

Publications

Journals 1. Ghosh S, Saha Misra I, Chakraborty T. Optimal RSU deployment using complex network analysis for traffic prediction in VANET. Peer-to-Peer Networking and Applications. 2023 Mar;16(2):1135-54. 2. Ghosh S, Saha Misra I, Chakraborty T. Improved Quality of Service by canine olfactory route finding algorithm for Vehicular Ad Hoc Network. Transactions on Emerging Telecommunications Technologies. 2023 Jun;34(6):e4764. 3. Ghosh S, Misra IS, Chakraborty T. Intelligent Sensing Based Resource Allocation Using Q‐Learning With Improved Performance in 5G‐V2X Networks. International Journal of Communication Systems. 2025 Nov 10;38(16):e70257. Conferences 1. Ghosh S, Saha Misra I. Controlled Speed Limiting System for Congestion Mitigation for Smart City Design. In 2020 IEEE Calcutta Conference (CALCON) 2020 Feb 28 (pp. 225- 229). IEEE. 2. Ghosh S, Saha Misra I. Enhanced QoS Performance with Reduced Route Overhead by Ant Colony Optimization Algorithm for VANET. In2020 IEEE Applied Signal Processing Conference (ASPCON) 2020 Oct 7 (pp. 237-241). IEEE. 3. Ghosh S, Saha Misra I, Chakraborty T. Developing an Application for Intelligent Transportation System for Emergency Health Care. In2022 IEEE Calcutta Conference (CALCON) 2022 Dec 10 (pp. 39-43). IEEE. 4. Ghosh S, Saha Misra I. Enhanced A* Algorithm to reduce CO 2 emission and fuel consumption in Intelligent Transportation Systems. In 2023 International Conference on Communication, Circuits, and Systems (IC3S) 2023 May 26 (pp. 1-6). IEEE. 5. Sreya Ghosh, Iti Sha Misra, An Energy Efficient RSU Operating Scheme for 5G Enabled Intelligent Vehicular Networks. Submitted to 8 th international conference on Computers and Devices for Communication: CODEC 2023 6.Ghosh S, Dey S, Ghosh A. DQL-KSP: Deep Q-Learning assisted Knapsack-Based Cooperative Caching Framework for Vehicular Networks. In2025 2nd International Conference on Circuits, Power and Intelligent Systems (CCPIS) 2025 Sep 5 (pp. 1-6). IEEE. 7.Mondal A, Saha A, Ghosh A, Dey S, Ghosh S, Das AK. Spatial Distribution Modeling of Panthera tigris for Conservation Planning in India: A Google Earth Engine-Based Approach. In2025 2nd International Conference on Circuits, Power and Intelligent Systems (CCPIS) 2025 Sep 5 (pp. 1-5). IEEE.