Majid Bavand

1. LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning
   2024/06/10 by Md Arafat Habib, Pedro Enrique Iturria-Rivera, Habib, Md Arafat +11 · 10 citations
   Computer Science · #Neural Networks and Applications
2. Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN
   2024/03/16 by Md Arafat Habib, Habib, Md Arafat, Pedro Enrique Iturria-Rivera +11 · 6 citations
   Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Body Area Networks
3. Cooperative Hierarchical Deep Reinforcement Learning based Joint Sleep and Power Control in RIS-aided Energy-Efficient RAN
   2023/04/26 by Hao Zhou, Zhou, Hao, Medhat Elsayed +9 · 3 citations
   Engineering · Materials Science · #Advanced Wireless Communication Technologies #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #Metamaterials and Metasurfaces Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity
   2023/01/13 by Pedro Enrique Iturria-Rivera, Medhat Elsayed, Rivera, Pedro Enrique Iturria +9 · 1 citation
   Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI)
5. On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning enabled UE-Centric Traffic Steering
   2023/04/22 by Han Zhang, Zhang, Han, Hao Zhou +11 · 2 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Maximum Signal Minus Interference to Noise Ratio Multiuser Receive Beamforming
   2017/05/16 by Majid Bavand, Steven D. Blostein, Bavand, Majid +1 · 1 citation
   Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #Information Theory (cs.IT)
7. User Selection and Widely Linear Multiuser Precoding for One-dimensional\n Signalling
   2017/05/28 by Majid Bavand, Steven D. Blostein, Bavand, Majid +1 · 1 citation
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Networks Research
8. Machine Learning-enabled Traffic Steering in O-RAN: A Case Study on Hierarchical Learning Approach
   2024/09/30 by Md Arafat Habib, Habib, Md Arafat, Hao Zhou +13 · 1 citation
   Engineering · Computer Science · #Vehicular Ad Hoc Networks (VANETs) #Energy Efficient Wireless Sensor Networks #IoT-based Smart Home Systems