Wireless Communications and Mobile Computing

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


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

Lead Editor

1Chitkara University, Punjab, India

2Manchester Metropolitan University, Manchester, UK

3Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia


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

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 9850375
  • - Retraction

Retracted: A Novel Smart Healthcare Monitoring System Using Machine Learning and the Internet of Things

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9890625
  • - Retraction

Retracted: The Application of AI Technology in GPU Scheduling Algorithm Optimization

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9809037
  • - Retraction

Retracted: Applications of Big Data in Economic Information Analysis and Decision-Making under the Background of Wireless Communication Networks

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9758107
  • - Retraction

Retracted: Construction of Innovation and Entrepreneurship Education Ecosystem in Higher Vocational Colleges from the Perspective of System Theory

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9824326
  • - Retraction

Retracted: Football Teaching Quality Evaluation and Promotion Strategy Based on Intelligent Algorithms in Higher Vocational Colleges

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9785897
  • - Retraction

Retracted: Application Research of Time Delay System Control in Mobile Sensor Networks Based on Deep Reinforcement Learning

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9831460
  • - Retraction

Retracted: Realization Path of the Social Development of Meteorological Services Based on Intelligent Data Analysis

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9851613
  • - Retraction

Retracted: Curriculum Design of College Students’ English Critical Ability in the Internet Age

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9891758
  • - Retraction

Retracted: Graph Convolutional Networks for Cross-Modal Information Retrieval

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9812512
  • - Retraction

Retracted: The Optimal Path of Cultivating and Promoting the Employment Ability of College Students Based on the Whole Process Management Mode of Construction Engineering Based on Computer Aided Technology

Wireless Communications and Mobile Computing
Wireless Communications and Mobile Computing
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Acceptance rate11%
Submission to final decision194 days
Acceptance to publication66 days
CiteScore2.300
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