A Multi-Agent Reinforcement Learning Approach for Massive Access in NOMA-URLLC Networks, Huimei Han, Xin Jiang, Weidang Lu, Wenchao Zhai, Ying Li, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE, Peiying Zhang, Ning Chen, Neeraj Kumar, Laith Abualigah, Mohsen Guizani, Youxiang Duan, Jian Wang, Sheng Wu
Mohsen Guizani

Resource Orchestration and Allocation of E2E Slices in Softwarized UAVs-Assisted 6G Terrestrial Networks, Haotong Cao, Neeraj Kumar, Longxiang Yang, Mohsen Guizani, F. Richard Yu
Mohsen Guizani

A Multi-Agent Reinforcement Learning Approach for Massive Access in NOMA-URLLC Networks, Huimei Han, Xin Jiang, Weidang Lu, Wenchao Zhai, Ying Li, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE, Peiying Zhang, Ning Chen, Neeraj Kumar, Laith Abualigah, Mohsen Guizani, Youxiang Duan, Jian Wang, Sheng Wu
Machine Learning Faculty Publications

Dynamic and Efficient Spectrum Utilization for 6G With THz, mmWave, and RF Band, Preksha Jain, Akhil Gupta, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Intelligent and Robust UAV-Aided Multiuser RIS Communication Technique With Jittering UAV and Imperfect Hardware Constraints, Abuzar B.M. Adam, Xiaoyu Wan, Mohammed A.M. Elhassan, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Resource Orchestration and Allocation of E2E Slices in Softwarized UAVs-Assisted 6G Terrestrial Networks, Haotong Cao, Neeraj Kumar, Longxiang Yang, Mohsen Guizani, F. Richard Yu
Machine Learning Faculty Publications

Energy-Aware Positioning Service Provisioning for Cloud-Edge-Vehicle Collaborative Network Based on DRL and Service Function Chain, Peiying Zhang, Yi Zhang, Neeraj Kumar, Mohsen Guizani, Ahmed Barnawi, Wei Zhang
Machine Learning Faculty Publications

Intelligent and Robust UAV-Aided Multiuser RIS Communication Technique With Jittering UAV and Imperfect Hardware Constraints, Abuzar B.M. Adam, Xiaoyu Wan, Mohammed A.M. Elhassan, Mohammed Saleh Ali Muthanna, Ammar Muthanna, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Dynamic and Efficient Spectrum Utilization for 6G With THz, mmWave, and RF Band, Preksha Jain, Akhil Gupta, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Dynamic SFC Embedding Algorithm Assisted by Federated Learning in Space-Air-Ground Integrated Network Resource Allocation Scenario, Peiying Zhang, Yi Zhang, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

ALPS: An Adaptive Link-State Perception Scheme for Software-Defined Vehicular Networks, Na Lin, Dewei Zhao, Liang Zhao, Ammar Hawbani, Mohsen Guizani, Neeraj Kumar
Mohsen Guizani

Accurate and Efficient Performance Prediction for Mobile IoV Networks Using GWO-GR Neural Network, Lingwei Xu, Xinpeng Zhou, Yong Fu, Guanwu Jiang, Xu Yu, Miao Yu, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Dynamic SFC Embedding Algorithm Assisted by Federated Learning in Space-Air-Ground Integrated Network Resource Allocation Scenario, Peiying Zhang, Yi Zhang, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Deep Distributed Learning-based POI Recommendation Under Mobile Edge Networks, Zhiwei Guo, Keping Yu, Neeraj Kumar, Wei Wei, Shahid Mumtaz, Mohsen Guizani
Mohsen Guizani

ALPS: An Adaptive Link-State Perception Scheme for Software-Defined Vehicular Networks, Na Lin, Dewei Zhao, Liang Zhao, Ammar Hawbani, Mohsen Guizani, Neeraj Kumar
Machine Learning Faculty Publications

Throughput Guarantees for Multi-Cell Wireless Powered Communication Networks with Non-Orthogonal Multiple Access, Liang Huang, Runkai Nan, Kaikai Chi, Qiaozhi Hua, Keping Yu, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Space-Air-Ground Integrated Network Resource Allocation Based on Service Function Chain, Peiying Zhang, Pan Yang, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Deep Distributed Learning-based POI Recommendation Under Mobile Edge Networks, Zhiwei Guo, Keping Yu, Neeraj Kumar, Wei Wei, Shahid Mumtaz, Mohsen Guizani
Machine Learning Faculty Publications

Space-Air-Ground Integrated Network Resource Allocation Based on Service Function Chain, Peiying Zhang, Pan Yang, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Cybertwin-Driven Federated Learning Based Personalized Service Provision for 6G-V2X, Sahaya Beni Prathiba, Gunasekaran Raja, Sudha Anbalagan, Sugeerthi Gurumoorthy, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

QoS Aware Uplink Scheduling for M2M Communication in LTE/LTE-A Network: A Game Theoretic Approach, Upendra Singh, Amit Dua, Neeraj Kumar, Mohsen Guizani
Mohsen Guizani

Throughput Guarantees for Multi-Cell Wireless Powered Communication Networks with Non-Orthogonal Multiple Access, Liang Huang, Runkai Nan, Kaikai Chi, Qiaozhi Hua, Keping Yu, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Cybertwin-Driven Federated Learning Based Personalized Service Provision for 6G-V2X, Sahaya Beni Prathiba, Gunasekaran Raja, Sudha Anbalagan, Sugeerthi Gurumoorthy, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

QoS Aware Uplink Scheduling for M2M Communication in LTE/LTE-A Network: A Game Theoretic Approach, Upendra Singh, Amit Dua, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications

Accurate and Efficient Performance Prediction for Mobile IoV Networks Using GWO-GR Neural Network, Lingwei Xu, Xinpeng Zhou, Yong Fu, Guanwu Jiang, Xu Yu, Miao Yu, Neeraj Kumar, Mohsen Guizani
Machine Learning Faculty Publications