Members

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:- 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 

Defence Date: 08.07.2023

First Job: Post Doc, University of Manchester, UK 

Name:- Sachin Sahu (Co-advising with Prof. Ashok Singh Sairam, IIT Guwahati)

Email address:- sachinsahu@iitg.ac.in

Research Domain & Year of Joining:  6G, IoT, July 2021



Name: Moirangthem Biken Singh

Email: moirangthembsingh.rs.cse21@itbhu.ac.in

Research Domain & Year of Joining:  Smart-health, AI/ML, July 2021


Name: Himanshu Singh

Email: himanshusingh.rs.cse21@itbhu.ac.in

Research Domain & Year of Joining: IoT, Smart-health, Federated Learning, January 2022

Name: Shilpi Kumari

Email: shilpikumari.rs.cse21@itbhu.ac.in

Research Domain & Year of Joining:  6G, AI/ML, January 2022


Name: Saurabh Kumar Mishra

Email: saurabhkumarmishra.rs.cse23@itbhu.ac.in

Research Domain & Year of Joining:  6G, IoT, July 2023


IDD/M.Tech Students 

    IDD/M.Tech Thesis

Thesis title: Blockchain-Enabled Auction Mechanism for Data Trading Between Patient and Healthcare Companies

Thesis title: Reinforcement Learning based  Task Offloading in Latency and Energy-Constrained Multi-UAV Networks

Thesis title: Resource Allocation for 6G Cell-Free Massive MIMO with UAVs and D2D Networks using Whale Optimization

Thesis title: MLI Placement in UAV-Assisted Fog Computing using Collaborative Multi-Agent Deep Reinforcement Learning

Thesis title: Dynamic Programming-based Resource Allocation in Smart-Healthcare System


BTP Students

 Groupwise Distribution and Project Title

Project title: UAV based Image Recognition in Disaster Prone Areas

Project title: Privacy Preserve Optimal Doctor Recommendation using Consortium Blockchain and Supervised Machine Learning

Project title: Deferred Acceptance, Decentralized Allocation and Criticality Driven Fog-Computing Based Approach for Remote Health Monitoring

Project title: Early Detection of Parkinson's Disease by ML Algorithms

Project title: Reputation aware Hierarchical Federated Learning for Remote Health Monitoring

Project title: Energy aware cluster cycling based Federated Learning for Smart Healthcare

Project title: Stock Market Price Prediction using Probabilistic Model

Project title: Virus Infection Probability Calculation With Fog Access Point And Blockchain Integration Using Health Information And Contact Tracing

Project title: Criticality and Utility-aware Fog Computing System for Remote Health Monitoring 

Project title: Model Engineering for Minimizing Cost with Satisfactory Services for Medical Patients: A Case Study in India 

Project title: Energy Efficiency in H-CRAN using MH-FL 

Project title: Beyond-WBAN Priortized Transmission Scheduling Scheme using 0-1 Knapsack Algorithm 

Exploratory Students

 Groupwise Distribution and Project Title

     Project title: Profit Optimization in Data Exchange for Healthcare Domain using Blockchain

     Project title: Optimizing Path and Cooperating Multiple UAVs for Flood Mapping in Post Disaster Scenario and Classifying UAV Images using YOLO Algorithm 

     Project title: Physician Allocation Across Multiple Hospitals using Double Auction Mechanism

Project title: Optimized Doctor Recommendation using Supervised Machine Learning 

Project title: Optimization of Energy Consumption, Latency and Loss in healthcare using Splitfed CNN

Project title: Data Collection Utility Maximization via Near Optimal Path Prediction for UAV and UGV

Project title: Resource Allocation in Wireless Body Area  Networks: A Distributed Truthful Auction Mechanism 

Project title: Incentive Mechanism for FL based Smart Healthcare Applications: An Auction Approach 

Project title: COVID-19 Spread Detection and Controlling with Fog-based Infection Probability Evaluation Model