Dr Preeti Yadav
Associate Professor
MJP Rohilkhand University, Bareilly, UP, India19+Years Experience
1PhDs Awarded
53Papers Published
1Books Authored
Research Areas
Core Research Area
Wireless Sensor Networks
Wireless Sensor Networks with emphasis on localization, routing, energy optimization, coverage, connectivity and machine-learning-based techniques.
Key Work & Outcomes
- Ph.D. research focused on development of an efficient localization scheme in Wireless Sensor Networks using Machine Learning.
- Research includes optimized localization techniques for WSN using hybrid machine-learning algorithms.
- Research includes energy-efficient routing, localization and scalable WSN-assisted IoT networks.
- Research includes localization for precision agriculture and smart agriculture applications.
18+Years of Teaching Experience
60Publications
13Patents
4Projects
Core Research Area
Machine Learning
Machine Learning techniques and optimization approaches for wireless sensor networks, IoT, smart agriculture and intelligent systems.
Key Work & Outcomes
- Machine-learning-based localization techniques for WSN-assisted IoT networks.
- Q-Learning, optimization and hybrid machine-learning approaches for localization.
- Machine learning applications in agriculture, healthcare, IoT and security.
Research Area
Internet of Things
Internet of Things applications including smart agriculture, healthcare, smart cities, environmental monitoring and intelligent systems.
Key Work & Outcomes
- IoT-based smart agriculture and environmental monitoring.
- IoT-enabled healthcare and smart-home applications.
- IoT network security, energy efficiency and intelligent task allocation.
Research Area
Blockchain
Blockchain-based security, healthcare data exchange, supply-chain security and secure IoT ecosystems.
Key Work & Outcomes
- Blockchain-based healthcare data exchange and security.
- Blockchain-based pharmaceutical supply-chain security.
- Blockchain security for IoT networks and smart cities.
Research Area
Artificial Intelligence
Artificial Intelligence and deep learning applications in healthcare, agriculture, IoT, security and intelligent systems.
Key Work & Outcomes
- AI and deep-learning applications for agriculture, healthcare and intelligent systems.
- AI-based plant disease detection and livestock health monitoring.
Funded Research Projects
| Project Title | Funding Agency | Duration | Role |
|---|---|---|---|
| Optimized Energy Consumption Routing for IoT based Large Wireless Sensor Networks | TEQIP III, MHRD – Rs. 3,50,000 | 2019 – 2020 | Principal Investigator |
| Design of an Innovation AI and IoT–Based Framework for Livestock/Stray Animal Surveillance and Health Monitoring in India | UPCST – Rs. 12.18 Lacs | 2024 – Present | Principal Investigator |
| Securing the Pharmaceutical Supply Chain using Blockchain: Mitigating Counterfeit Drugs and Optimizing Supply-Demand Dynamics in the Drug Industry for Public Health | Centre of Excellence – Rs. 3.85 Lacs | 2024 – Present | Principal Investigator |
| Land Use and land cover transformation analysis using deep learning | U.P. Higher Education under R&D Scheme – Rs. 1.76 Lacs | 2024 – Present | Principal Investigator |