Guide
Dr. Ajay Pratap
Assistant Professor
Department of Computer Science and Engineering
ajay.cse@iitbhu.ac.in
Area of Interest: IoT, Design and Analysis of Algorithms, AI/ML for WSN and 5/6G Networks
Ph.D. Scholars
Name:- Sachin Sahu (Co-advising with Prof. Ashok Singh Sairam, IIT Guwahati)
Thesis Title: Radio Resource Management for RIS-enabled Networks
Email address:- sachinsahu@iitg.ac.in
Research Domain & Year of Joining: 6G, IoT, July 2021
Name: Himanshu Singh
Thesis Title: Health Data Transmission and Analysis: Leveraging Federated Learning in Diverse Environments
Email: himanshusingh.rs.cse21@itbhu.ac.in
Research Domain & Year of Joining: IoT, Smart-health, Federated Learning, January 2022
Name: Shilpi Kumari
Thesis Title: Deep Reinforcement Learning-based Resource Allocation in UAV -enabled Next-generation Wireless Networks
Email: shilpikumari.rs.cse21@itbhu.ac.in
Research Domain & Year of Joining: 6G, AI/ML, January 2022
Name: Saurabh Kumar Mishra
Thesis Title: Optimizing UAV-Satellite Cooperative-communication for 6G Space-Air-Ground Integrated Networks
Email: saurabhkumarmishra.rs.cse23@itbhu.ac.in
Research Domain & Year of Joining: 6G, IoT, July 2023
Name: Nikita Sharma (Co-advising with Prof. T. Venkatesh, IIT Guwahati)
Thesis Title: UAV and Tiny ML based Communication Networks
Email: nikitasharma.rs.cse25@itbhu.ac.in
Research Domain & Year of Joining: TinyML, IoT, July 2025
Name:- Dr. Amit Kumar (Co-advised with Dr. A. K. Singh)
Thesis Title: Low Resource Similar Language Machine Translation in Common Phonetic Space with Multilingual, Adversarial and Reinforced Deep Learning
Defense Date: 08.07.2023
First Job: Post Doc, University of Manchester, UK
Name: Moirangthem Biken Singh
Thesis Title: Intelligent Learning and Computing Systems for Wireless Body Area Network-based Remote Healthcare
Email: moirangthembsingh.rs.cse21@itbhu.ac.in
Research Domain & Year of Joining: Smart-health, AI/ML, July 2021
Defense Date: 27.02.2025
First Job: Assistant Professor, Department of Computer Science and Engineering, Delhi Technological University.
IDD/M.Tech Students
2025-26 Session: Deepesh Patel, Mithlesh yadav, Rahul Kumar.
2024-2025 Session: Kirti Rathore, Abhay Dumka, Sharad Patidar, Shruti Tulshidas Avhad.
2023-24 Session: Abhinav Gupta, Sourabh Patidar, Supreet Singh,
2022-23 Session: Deewanshu Sharma, Swati Gupta, Surya Kurjam, Abhishek Kumar (Co-supervisor)
2021-22 Session: Akash Patel.
IDD/M.Tech Thesis
Deepesh Patel
Thesis title: UAV Deployment for Health Monitoring with Profit Maximization in Internet of Medical Things
Mithlesh Yadav
Thesis title: A Cost-Effective Routing Method for Mobile Healthcare Using Fourth Moment Analysis and Dynamic Programming
Rahul Kumar
Thesis title: Federated learning and LLM Empowered Alzheimer Disease Detection Model
Kirti Rathore
Thesis title: Optimizing Energy Consumption and Latency through UAV-Enabled Node Clustering for Mobile Edge Computing
Abhay Dumka
Thesis title: Precision Agriculture Revolution: Harnessing UAV and TinyML for Early Pest Detection and Smart Fertigation
Sharad Patidar
Thesis title: Stable Matching Based Efficient Data Transmission Scheduling for Multi-UAV-Enabled IoT Network
Shruti Tulshidas Avhad
Thesis title: MADRL-based Profit Maximization in Healthcare using Federated Learning with IRS-Embedded UAVs
Abhinav Gupta
Thesis title: Optimizing Last-Mile Delivery with Truck-Carried Heterogeneous Drones for Revenue Maximization
Sourabh Patidar
Thesis title: Matching Game-Based Incentive Mechanism Design for Quality and Utility Optimization in Hierarchical Federated Learning for Smart Healthcare
Supreet Singh
Thesis title: UAV-IRS Enabled Energy-Efficient Federated Learning Networks with NOMA-based Communications
Surya Kurjam
Thesis title: Blockchain-Enabled Auction Mechanism for Data Trading Between Patient and Healthcare Companies
Swati Gupta
Thesis title: Reinforcement Learning based Task Offloading in Latency and Energy-Constrained Multi-UAV Networks
Deewanshu Sharma
Thesis title: Resource Allocation for 6G Cell-Free Massive MIMO with UAVs and D2D Networks using Whale Optimization
Abhishek Kumar
Thesis title: MLI Placement in UAV-Assisted Fog Computing using Collaborative Multi-Agent Deep Reinforcement Learning
Akash Patel
Thesis title: Dynamic Programming-based Resource Allocation in Smart-Healthcare System
BTP Students
2025 Session: Sahil Singh Bagri, Samar Anand Pal, Chetan Bhavsar, Prabkirat Singh, Ankit Kumar, Gaurav Rawat, Ayush Rathore, Dev Gupta.
2024 Session: Yash Babel, Yashwant Singh, Anmol Kulshreshtha, Kumar Pundareekaksh, Veeramallu Reethu Jahnavi, Yutika Singh, Diksha Kaithwas, Nishant Babbar.
2023 Session: Harsh Pratik, Aditya Kumar Rai, Harsh Meena, Ranju Sharma, Dhruv Mishra, Mihir Kumar Badkur, Neeraj Kamal, Siddharth Verma.
2022 Session: Supreet Singh, Sourabh Patidar, Suraj Mahawar, Tanay Jonwal, Pratik Prakash Kagale, Anil Pushpakar, Vishal, Rohit Sharma, Adarsh Anand.
2021 Session: Navneet Taunk, Naveen Kumar Mall, Rhitwik Saha, Himanshu, Madhulika Damor.
Groupwise Distribution and Project Title
Ankit Kumar, Sahil Singh Bagri
Project title: Computational Resource and QoE Optimization for Task Offloading Using Multi-Agent DRL in Cooperative Cube Satellite Networks
Dev Gupta, Gaurav Rawat
Project title: MAPPO-Based Multi-UAV Trajectory Optimization for AoI Minimization with Obstacle and Energy Awareness
Prabkirat Singh, Ayush Rathore
Project title: Max-Min Fairness Optimization for Multi UAV and STAR-IRS Integrated Satellite Networks: Trajectory Optimization for Enhanced User Data Rates
Samar Anand Pal, Chetan Bhavsar
Project title: Energy Aware User Selection in SAGIN with Adaptive Caching and Bandwidth Allocation
Yash Babel, Yashwant Singh
Project title: Physician Scheduling Considering Revenue and Waiting Time
Anmol Kulshreshtha, Kumar Pundareekaksh
Project title: Contribution-based Cost Minimization in Federated Learning for Smart Healthcare
Veeramallu Reethu Jahnavi
Project title: Federated Learning based Epileptic Seizure Detection using Generative model
Yutika Singh
Project title: Reward Driven Collaborative Model Training for Healthcare
Diksha Kaithwas
Project title: Using AI/ML for Fake Fingerprint Detection.
Nishant Babbar
Project title: Optimized Clustering and Caching with Content-Service Oriented Resource allocation in 6G-Network
Harsh Pratik, Aditya Kumar Rai
Project title: UAV based Image Recognition in Disaster Prone Areas
Harsh Meena, Ranju Sharma
Project title: Privacy Preserve Optimal Doctor Recommendation using Consortium Blockchain and Supervised Machine Learning
Siddharth Verma, Neeraj Kamal
Project title: ANTICOST: Ant Colony Optimization for Cost Minimization in Blockchain-based Smart Healthcare
Dhruv Mishra, Mihir Kumar Badkur
Project title: Deferred Acceptance, Decentralized Allocation and Criticality Driven Fog-Computing Based Approach for Remote Health Monitoring
Garnedi Venkata Sravan Kumar
Project title: Early Detection of Parkinson's Disease by ML Algorithms
Supreet Singh, Sourabh Patidar
Project title: Reputation aware Hierarchical Federated Learning for Remote Health Monitoring
Pratik Prakash Kagale, Tanay Jonwal
Project title: Energy aware cluster cycling based Federated Learning for Smart Healthcare
Vishal, Rohit Sharma
Project title: Stock Market Price Prediction using Probabilistic Model
Suraj Mahawar, Adarsh Anand, Anil Pushpakar
Project title: Virus Infection Probability Calculation With Fog Access Point And Blockchain Integration Using Health Information And Contact Tracing
Navneet Taunk, Naveen Kumar Mall
Project title: Criticality and Utility-aware Fog Computing System for Remote Health Monitoring
Rhitwik Saha
Project title: Model Engineering for Minimizing Cost with Satisfactory Services for Medical Patients: A Case Study in India
Madhulika Damor
Project title: Energy Efficiency in H-CRAN using MH-FL
Himanshu
Project title: Beyond-WBAN Priortized Transmission Scheduling Scheme using 0-1 Knapsack Algorithm
Exploratory Students
2025 Session: Ayush Chauhan, Mridul Athya, Suhani, Aaditya Agarwal, Shayon Dasgupta, Kaushtubh Singh, Pratik Ranjan, Abhay Roy.
2024 Session: Chirag Garg, Chetan Agrawal, Lalit Kumar Meena, Aditya Raut, Dev Gupta, Eshaan Sodhi, Shubham Jain, Shikhar Srivastav.
2023 Session: Aaditya Kumar, Harpreet Singh, Partik Singh Bumrah, Gargi Sahu, Harmanjot Singh, Aryaman Sinha, Yash Babel, Aditya Singh, Divyansh Jain.
2022 Session: Vansh Sardana, Harsh Pratik, Priyanshu Verma, Ranju Sharma, Akshat Bhatnagar, Harsh Kumar, Harsh Meena, Raghunandan Rawat, Ayush Kumar Agrawal, Garnedi Venkata, Sravan Kumar, Jayesh Gat.
2021 Session: Chinmay Choubisa , Choudhary Vikash kumar S, Tanay Jonwal, Siddharth Kumar, Sourabh Patidar, Lali Akhil Raj, Supreet Singh, Suraj Mahawar.
Groupwise Distribution and Project Title
Shayon Dasgupta, Abhay Roy
Project title: Profit Maximization of Service Provider using Reinforcement Learning-Based Offloading Decision in UAV-LEO Satellite Integrated Network
Ayush Chauhan, Mridul Athya
Project title: Quantum Enhanced DRL for Joint Regret and Cost Optimization in 6G Network
Suhani, Aditya Agrawal
Project title: Optimizing Content Delivery and Computation Offloading in UAV-Satellite Integrated Network
Kaustubh Singh, Pratik Ranjan
Project title: Integrative Learning from Visit Sequences and Clinical Notes for Enhanced Diagnosis Prediction in Healthcare Systems
Chirag Garg, Chetan Agrawal
Project title: Minimizing Costs for Content Service Providers in 6G Space-Air-Ground Integrated Networks
Lalit Kumar Meena, Aditya Raut
Project title: Multi-Level edge-assisted UAV-aided Task Offloading
Dev Gupta, Eshaan Sodhi
Project title: AoI-aware Deep Reinforcement Learning-based UAV Path Planning for Defence Applications
Shubham Jain, Shikhar Srivastav
Project title: Energy-Efficient and Latency-Constrained Task Offloading in Cooperative Cube Satellite Network
Aaditya Kumar, Harpreet Singh, Partik Singh Bumrah
Project title: Profit Optimization in Data Exchange for Healthcare Domain using Blockchain
Gargi Sahu, Harmanjot Singh, Aryaman Sinha
Project title: Optimizing Path and Cooperating Multiple UAVs for Flood Mapping in Post Disaster Scenario and Classifying UAV Images using YOLO Algorithm
Yash Babel, Aditya Singh, Divyansh Jain
Project title: Physician Allocation Across Multiple Hospitals using Double Auction Mechanism
Ranju Sharma, Jayesh Gat, Ayush Kumar Agrawal
Project title: Optimized Doctor Recommendation using Supervised Machine Learning
Harsh Meena, Priyanshu Verma, Vansh Sardana
Project title: Optimization of Energy Consumption, Latency and Loss in healthcare using Splitfed CNN
Harsh Pratik, Raghunandan Rawat, Akshat Bhatnagar
Project title: Data Collection Utility Maximization via Near Optimal Path Prediction for UAV and UGV
Chinmay Choubisa, Choudhary Vikashkumar S
Project title: Resource Allocation in Wireless Body Area Networks: A Distributed Truthful Auction Mechanism
Supreet Singh, Sourabh Patidar, Siddharth Kumar
Project title: Incentive Mechanism for FL based Smart Healthcare Applications: An Auction Approach
Suraj Mahawar, Tanay Jonwal, Lali Akhil Raj
Project title: COVID-19 Spread Detection and Controlling with Fog-based Infection Probability Evaluation Model