Special Issue Submission Closed

Machine Learning in Wireless Networks

01About This Special Issue

Machine learning has captured great attention in recent years due to its critical problem-solving capability. On the other hands, the 5G network with its great speed, flexibility, and sophisticated design, makes machine learning an attractive way to solve challenging research problems. In this special issue, we are calling for papers that study how machine learning can be used to solve challenging research problem in wireless networks. The special issue will accept a wide range of research problems in the wireless network. A list of the topics covered by the special issue (but not limited to) is as follows.
  1. Machine learning for massive MIMO and beamforming
  2. Interference management in beamforming
  3. Resources management (MAC and transport layers) in wireless networks using reinforcement learning
  4. Edge computing and caching, content popularity prediction using transfer learning, deep neural network
  5. Mobility management, user activity pattern, traffic pattern in the network
  6. Any experimental/field trial results for new path loss models
  7. Heterogeneous network and self-organizing network
  8. Software-defined network and dynamic routing using machine learning
  9. Distributed and cloud radio access network
  10. Power amplifier efficient modulation schemes
  11. Traffic and task management in the datacenter
  12. Congestion control via user activity prediction

Aims and Scope:

  1. Machine learning
  2. 5G communication
  3. Edge computing and caching, content popularity prediction, cloud RAN
  4. Massive MIMO/Beamforming
  5. Resource and mobility management in wireless networks
  6. 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