Wireless Communications and Mobile Computing

Next-Generation Wireless Networks (NGWN) for Autonomous Intelligent Communications


Publishing date
01 Jun 2022
Status
Closed
Submission deadline
04 Feb 2022

Lead Editor

1Chitkara University, Punjab, India

2Manchester Metropolitan University, Manchester, UK

3Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia

This issue is now closed for submissions.

Next-Generation Wireless Networks (NGWN) for Autonomous Intelligent Communications

This issue is now closed for submissions.

Description

Next-generation wireless networks (NGWN) such as 5G and beyond are expected to be extremely complex and dynamic. The emergence of ultra-dense deployment of heterogeneous networks, high data rates, and new applications that require a new wireless radio technology paradigm may pose many critical challenges for network management, operation, planning, and troubleshooting. Simultaneously, generating and consuming wireless data is progressively distributed from people-centric to machine-oriented communications, resulting in future wireless networks operations becoming even more complicated. Therefore, to mitigate the complexity of future wireless network operations, new methodologies of employing distributed computational means with better context perception will become increasingly significant.

Hence, there is a need to observe that how artificial intelligence (AI) techniques such as deep learning and artificial neural networks (ANN) can be investigated dynamically to solve numerous challenges in the Internet of Things (IoT). Machine learning is one of the most promising artificial intelligence (AI) tools, conceived to support smart radio terminals. NGWN must be able to support low-latency communication, provide ultra-reliability, and perceptively manage the Internet of Things (IoT) devices in real-time dynamic environment. Such communication requirements and mobile edge and core intelligence can only be realized by integrating fundamental notions of artificial intelligence (AI) and machine learning across the wireless infrastructure and end-user devices for various applications such as real-time traffic data, sensor data from automatic cars, or Netflix entertainment recommendations. All these applications produce a significant quantity of data that must be assembled and processed in real time.

The aim of the Special Issue is to present the current advances in the growth of AI for NGWN. We welcome research on the use of comprehensive concepts of machine learning and artificial neural networks (ANNs and their potential applications in NGWN. Original research and review articles are welcome.

Potential topics include but are not limited to the following:

  • Next Generation Wireless Networks using evolutionary computing and fuzzy systems
  • Wireless communications and networking with Unmanned Aerial Vehicles
  • Wireless virtual reality
  • Mobile edge caching and computing
  • Spectrum management and co-existence of multiple radio access technologies
  • Artificial intelligence for Internet of Things
  • Vehicular networks and mart cities
  • Audio/video communication in NGWN
  • Big data analytics for NGWN
  • Intelligent communication for NGWN
  • Distributed computation, in-network processing, and data mining in NGWN
  • Case studies or applications of dynamic networks using NGWN
  • NDN/SDN edge computing
  • Quantum computing
  • Communication protocols for NGWN
  • Fog/cloud computing in NGWN

Articles

  • Special Issue
  • - Volume 2023
  • - Article ID 9842608
  • - Retraction

Retracted: A Novel Strategy for Waste Prediction Using Machine Learning Algorithm with IoT Based Intelligent Waste Management System

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9867609
  • - Retraction

Retracted: Three-Dimensional DV-Hop Localization Algorithm Based on Hop Size Correction and Improved Sparrow Search

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9896258
  • - Retraction

Retracted: An Automatic Driving Control Method Based on Deep Deterministic Policy Gradient

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9814786
  • - Retraction

Retracted: Sidelobe Reduction in NC-OFDM-Based CRNs Using Differential Evolution-Assisted Generalized Sidelobe Canceller

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9878739
  • - Retraction

Retracted: A Survey on Location Privacy Attacks and Prevention Deployed with IoT in Vehicular Networks

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9838626
  • - Retraction

Retracted: An Improved Orbit Model of Space Target Radar Based on Least Square Method and Its Program Implementation

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9869724
  • - Retraction

Retracted: Federated Deep Learning Approaches for the Privacy and Security of IoT Systems

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9809025
  • - Retraction

Retracted: Research on the Coupling and Coordinated Development of Sports Tourism and Cultural Industry under the Background of Artificial Intelligence Era

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9847372
  • - Retraction

Retracted: The Teaching Evaluation Index System and Intelligent Evaluation Methods of Vocational Undergraduate Pilot Colleges

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9806796
  • - Retraction

Retracted: Real Time Facial Expression Recognition for Online Lecture

Wireless Communications and Mobile Computing
Wireless Communications and Mobile Computing
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