Dr. Amandeep Kaur

Academic Qualifications

Research Interests

Selected Publications: (Up to 10 Journals/Conferences)

1. Amandeep Kaur, “Intrusion Detection Approach for Industrial Internet of Things Traffic using Deep Recurrent Reinforcement Learning Assisted Federated Learning,” in IEEE Transactions on Artificial Intelligence, Vol. 6, No. 1, pp. 37–50, 2025. doi: 10.1109/TAI.2024.3443787.
2. Amandeep Kaur, Ayushi Godara, “Machine Learning Empowered Green Task Offloading for Mobile Edge Computing in 5G Networks,” in IEEE Transactions on Network and Service Management, Vol. 21, No. 1, pp. 810–820, 2024. doi: 10.1109/TNSM.2023.3294269.
3. Neenu Sharma, Ramesh Kumar Sunkaria, Amandeep Kaur, “Electrocardiogram Heartbeat Classification Using Machine Learning and Ensemble Convolutional Neural Network-Bidirectional Long Short-Term Memory Technique,” in IEEE Transactions on Artificial Intelligence, Vol. 5, No. 6, pp. 2816–2827, 2024. doi: 10.1109/TAI.2023.3324627.
4. Amandeep Kaur, Krishan Kumar, Arun Prakash, Rajeev Tripathi, “Imperfect CSI based Resource Management in Cognitive IoT Networks: A Deep Recurrent Reinforcement Learning Framework,” in IEEE Transactions on Cognitive Communications and Networking, Vol. 9, No. 5, pp. 1271–1281, 2023. doi: 10.1109/TCCN.2023.3271144.
5. Amandeep Kaur et al., “Deep Recurrent Reinforcement Learning based Distributed Dynamic Spectrum Access in Multichannel Wireless Networks with Imperfect Feedback,” in IEEE Transactions on Cognitive Communications and Networking, Vol. 9, No. 2, pp. 281–292, 2023. doi: 10.1109/TCCN.2023.3234276.
6. Amandeep Kaur, Krishan Kumar, “Imperfect CSI based Intelligent Dynamic Spectrum Management using Cooperative Reinforcement Learning Framework in Cognitive Radio Networks,” in IEEE Transactions on Mobile Computing, Vol. 21, No. 5, pp. 1672–1683, 2022. doi: 10.1109/TMC.2020.3026415.
7. Amandeep Kaur, Krishan Kumar, “A Reinforcement Learning based Green Resource Allocation for Heterogeneous Services in Cooperative Cognitive Radio Networks,” in IEEE Transactions on Network and Service Management, Vol. 19, No. 2, pp. 1554–1566, 2022. doi: 10.1109/TNSM.2021.3137887.
8. Amandeep Kaur, Krishan Kumar, “Energy-Efficient Resource Allocation in Cognitive Radio Networks under Cooperative Multi-Agent Model-Free Reinforcement Learning Schemes,” in IEEE Transactions on Network and Service Management, Vol. 17, No. 3, pp. 1337–1348, 2020. doi: 10.1109/TNSM.2020.3000274.
9. Amandeep Kaur, Krishan Kumar, “A Reinforcement Learning based Evolutionary Multi-objective Optimization Algorithm for Spectrum Allocation in Cognitive Radio Networks,” in Physical Communication, Vol. 43, 2020. doi: 10.1016/j.phycom.2020.101196.
10. Amandeep Kaur, Krishan Kumar, “Intelligent Spectrum Management based on Reinforcement Learning Schemes in Cooperative Cognitive Radio Networks,” in Physical Communication, Vol. 43, 2020. doi: 10.1016/j.phycom.2020.101226

Research Lab(s)

Competitive Grant(s):

Faculty Development / Management Development / Workshops / Conferences