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 2022
  • - Article ID 9160031
  • - Research Article

A Machine Learning Centered Approach for Uncovering Excavators’ Last Known Location Using Bluetooth and Underground WSN

Sumit Kumari | Vikas Siwach | ... | Rituraj Jain
  • Special Issue
  • - Volume 2022
  • - Article ID 6107893
  • - Research Article

Multiuser Computing Offload Algorithm Based on Mobile Edge Computing in the Internet of Things Environment

Xiao Chu | Ze Leng
  • Special Issue
  • - Volume 2022
  • - Article ID 7707543
  • - Research Article

A Novel Secure Authentication Protocol for IoT and Cloud Servers

Ummer Iqbal | Aditya Tandon | ... | Fraol Waldamichael Gelana
  • Special Issue
  • - Volume 2022
  • - Article ID 2047038
  • - Research Article

Adorno’s Cultural Industry Theory in the Environment of Internet Development

Fang Gao
  • Special Issue
  • - Volume 2022
  • - Article ID 1604478
  • - Research Article

The Influence of Wireless Network Communication and Edge Computing on the Performance of Aerobics Athletes

Xiaoshuang Qi
  • Special Issue
  • - Volume 2022
  • - Article ID 2341442
  • - Research Article

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

Yan Zhang | Xiao-Bin Huang | ... | Li Lu
  • Special Issue
  • - Volume 2022
  • - Article ID 2546015
  • - Research Article

Network Art Image Classification and Print Propagation Extraction Based on Depth Algorithm

Hao Zhang | Haimin Sun | Tianyang Yuan
  • Special Issue
  • - Volume 2022
  • - Article ID 3703477
  • - Research Article

Lambertian Luminous Intensity Radiation Pattern Analysis in OLOS Indoor Propagation for Better Connectivity

Vaishali | Sandeep Sancheti | ... | Arpit Kumar Sharma
  • Special Issue
  • - Volume 2022
  • - Article ID 7779152
  • - Research Article

An Efficient Multidocument Blind Signcryption Scheme for Smart Grid-Enabled Industrial Internet of Things

Ako Muhammad Abdullah | Insaf Ullah | ... | Jimmy Ming-Tai Wu
  • Special Issue
  • - Volume 2022
  • - Article ID 3614883
  • - Research Article

AI-Based Equipment Optimization of the Design on Intelligent Education Curriculum System

Tu Peng | Yipin Luo | Yanjin Liu

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