Machine Learning in Wireless Networks
01About This Special Issue
- Machine learning for massive MIMO and beamforming
- Interference management in beamforming
- Resources management (MAC and transport layers) in wireless networks using reinforcement learning
- Edge computing and caching, content popularity prediction using transfer learning, deep neural network
- Mobility management, user activity pattern, traffic pattern in the network
- Any experimental/field trial results for new path loss models
- Heterogeneous network and self-organizing network
- Software-defined network and dynamic routing using machine learning
- Distributed and cloud radio access network
- Power amplifier efficient modulation schemes
- Traffic and task management in the datacenter
- Congestion control via user activity prediction
Aims and Scope:
- Machine learning
- 5G communication
- Edge computing and caching, content popularity prediction, cloud RAN
- Massive MIMO/Beamforming
- Resource and mobility management in wireless networks
- Field trial in mm Wave
02Meet the Guest Editors
Our distinguished editors bring deep subject-matter expertise to curate high-quality research and ensure a rigorous peer-review process.
Lead Guest Editor
S M Shahrear Tanzil
Ericsson R&D, Stockholm, Sweden
Guest Editor
Nandinee Haq
University of British Columbia, Vancouver, Canada
Guest Editor
Ashim Biswas
Ericsson R&D, Stockholm, Sweden
Guest Editor
Devarani Devi Ningombam
Department of Computer Engineering, Chosun University, Gwangju, South Korea
Guest Editor
Rahul Paropkari
School of Computing and Engineering, University of Missouri - Kansas City, Overland Park, United States
Guest Editor
Praveena Venkatesan
Anna University, Coimbatore, India
Guest Editor
G.S. Karthick
Department of Computer Science, PSG College of Arts and Science, Coimbatore, India
Guest Editor
Ahthasham Sajid
Balochistan University of Information Technology Engineering and Management Sciences Quetta, Quetta, Pakistan
Guest Editor
Chinnasamy P
Anna University, Chennai, India
Guest Editor
Sathishkumar Karupusamy
Bharathiar University, Gobi, India
Guest Editor
Prakasam Periasamy
School of Electronics Engineering, Vellore Institute of Technology, Vellore, India


