Personal profile
Research interests
| Internet of Things, Artificial Intelligence, Network Security |
Professional Information
Assistant Professor Senior Scale
Intellectual Property
1. Automated Transmission of EV in Densely populated regions using Internet of Things [App No. 202141055815],
2. An IOT based Agricultural Environmental Approach based on Big Data Analytics with Constrained Monitoring [App No. 202341012528],
3. A system for Incorporating AI and IoT into the Healthcare Industry to Increase Productivity [App No. 202211059463],
4. An Effective Healthcare Monitoring System based on IOT and Machine Learning to Track an Old Age Patient’s Vitals [App No. 202211053191],
5. Survey PRISM to Measure the Change in Position of a Target ,
6. Smart Home Energy Management System Control Through Deep Reinforcement Learning [App No. 202341013222 A]
Experience
1. Working as Assistant Professor-Senior Scale, Manipal Institute of Technology, MAHE, Bengaluru
2. Assistant Professor, BMS College of Engineering, Bangalore, India
3. Assistant Professor, Presidency University., Bangalore, India
4. Assistant Professor, Central University of Karnataka, Kalaburagi, India
5. Assistant Professor, PDA Engineering College, Kalaburagi, Karnataka, India
6. Project Engineer, Wipro Technologies Pvt. Ltd., Bangalore, India
Total years of Experience-10 years
Awards and recognition:
• Best paper award in IEEE International Conference on Circuit, Power and Computing Technologies (IEEE ICCPCT 2016), from 18-19 March 2016 at Kumarcoil, Chennai, India, and paper titled as “QoS-based Intrusion Detection for Sinkhole attack in Wireless Sensor Network”.
• Best paper award in 1st International conference on Innovation in computer science, Electrical and Electronics Engineering (ICICEE 2020), CIT-Tumkur on 3rd July 2020, “Automation using Brain signal and Machine Interface”.
• Excellence presentation skills award as a project Engineer in Ericson project, Wipro Technologies.
• Second topper (Academic Excellence Award), MTech, BIT college of Engineering, Bangalore, VTU.
• Young Fellow Award in International Award Conference on Multi-Disciplinary Research and Application-2019
• National Award for Research Excellence and and Contribution to Research and Development in Academics-2023 -GRF International Awards.
• High level Presentation in Wipro Technologies, Telecom Domain (awarded as one of the best top 5 presenters among the organization).
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Collaborations and top research areas from the last five years
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Chaotic dung beetle optimization–enhanced multi-agent deep reinforcement learning for joint task offloading and resource allocation in multi-unmanned aerial vehicle internet of medical things networks
Kalnoor, G. & Kadrolli, V., 06-2026, In: Evolving Systems. 17, 2, 32.Research output: Contribution to journal › Article › peer-review
Open Access -
A Comparative Study of Network Slicing Techniques for effective utilization of channel for 5G and beyond 5G Networks
Metre, P. B., Kalnoor, G., Mahesh, G. & Gowrishankar, S., 2025, In: IEEE Access. 13, p. 31870-31888 19 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
Advanced leukocyte classification using attention mechanisms and dual channel U-Net architecture
Kalnoor, G. & Kadrolli, V., 12-2025, In: Scientific Reports. 15, 1, 13825.Research output: Contribution to journal › Article › peer-review
Open Access -
Alleviate: An AI-Powered Mobile Application for Personalized Healthcare Management and Doctor Recommendation
Saritha, A. N., Kalnoor, G., Bhat, P. R., Anantha Rao, P., Prajwal, P. & Pradeep, P. T., 2025, In: IEEE Access. 13, p. 215822-215832 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep Learning Based Mobile Application for Automated Plant Disease Detection
Ramana Reddy, B., Kalnoor, G., Devashish, M. & Reddy, P. S. K., 2025, In: IEEE Access. 13, p. 107917-107925 9 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Link opens in a new tab Citations (Scopus)