Wireless Communications and Mobile Computing

Artificial Intelligence for Wireless Communications and Control Networks


Publishing date
01 Aug 2022
Status
Published
Submission deadline
01 Apr 2022

Lead Editor

1Guangzhou University, Guangzhou, China

2Beijing Jiaotong University, Beijing, China

3Aristotle University of Thessaloniki, Thessaloniki, Greece


Artificial Intelligence for Wireless Communications and Control Networks

Description

The fifth generation (5G) of wireless networks is currently being deployed. Both industry and academia have started to look beyond the 5G, with the aim to increase the networks’ capabilities to serve a massive amount of diversified mobile applications, especially those supported by artificial intelligence, such as intelligent industry and self-driving vehicles.

The performance of such application depends on the intelligent trade-off among computational accuracy, latency, and efficient use of available resources. From this perspective, the wireless networks beyond the 5G are envisioned to significantly extend wireless network depth from single information transmission to intelligent information transmission, storage, and processing, which will maximize the overall performance and quality of experience for various services and applications. Therefore, the study of intelligent wireless communication and control becomes of importance. Moreover, the designed techniques and protocols should be flexible enough to meet the requirements of different verticals (e.g., in terms of connectivity, latency, security, energy efficiency, and reliability).

The aim of this Special Issue is to bring together original research that discuss artificial intelligence for 5G communications and beyond. Submissions should also include artificial intelligence for control networks. Review articles discussing the state of the art are also welcome.

Potential topics include but are not limited to the following:

  • Joint communication, computing, and storage resources allocation
  • Computation oriented communications
  • Artificial intelligence for the convergence of communications, storage, and computing resources
  • Distributed artificial intelligence and federated learning in wireless networks
  • Wireless data offloading
  • Energy efficient scheduling for Internet of Things applications
  • Low latency in wireless networked control systems
  • Multiple access protocols in systems with distributed computing resources
  • Cloud and fog computing-based radio access networks
  • Cross-layer based security management
  • Wireless networks with multidimensional radio access and backhaul technologies
  • Optimization of communication, storage, and computing resources in hybrid terrestrial-aerial networks
  • Optimization of computing and storage resources for energy harvesting systems (e.g., with wireless power transfer)

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 3866143
  • - Research Article

ALBRL: Automatic Load-Balancing Architecture Based on Reinforcement Learning in Software-Defined Networking

Junyan Chen | Yong Wang | ... | Hongmei Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 6939868
  • - Research Article

A Novel Energy-Aware Routing in Wireless Sensor Network Using Clustering Based on Combination of Multiobjective Genetic and Cuckoo Search Algorithm

Xiuniao Zhao | Wentao Zhong | Yahya Dorostkar Navaei
  • Special Issue
  • - Volume 2022
  • - Article ID 1973777
  • - Research Article

[Retracted] Urban Ecological Monitoring and Prediction Based on Deep Learning

Jun He Yang | Chia Pang Chan
  • Special Issue
  • - Volume 2022
  • - Article ID 8593474
  • - Research Article

Security Performance Analysis of Relay Networks Based on - Shadowed Channels with RHIs and CEEs

Jiangfeng Sun | Xiaohong Wang | ... | Chengyuan Fan
  • Special Issue
  • - Volume 2022
  • - Article ID 6243729
  • - Research Article

The Curriculum System of Business English Majors in Higher Vocational Colleges from the Perspective of the Internet of Things Business Model

Pilan Wen
  • Special Issue
  • - Volume 2022
  • - Article ID 6855947
  • - Research Article

Equalization Network-Aided SCMA Codec Scheme with Deep Learning

Fang Jiang | Xing Huang | ... | Tian-yu Yin
  • Special Issue
  • - Volume 2022
  • - Article ID 5721917
  • - Research Article

Efficient Data Integrity Auditing Supporting Provable Data Update for Secure Cloud Storage

Changsong Yang | Bowen Song | ... | Chengyuan Fan
  • Special Issue
  • - Volume 2022
  • - Article ID 6185482
  • - Research Article

Specific Emitter Identification with Limited Labelled Signals Based on Variational Autoencoder Embedded in Information-Maximising Generative Adversarial Network and Gradient Penalty

CunXiang Xie | LiMin Zhang | ZhaoGen Zhong
  • Special Issue
  • - Volume 2022
  • - Article ID 1177544
  • - Research Article

Deep Reinforcement Learning-Based Joint Satellite Scheduling and Resource Allocation in Satellite-Terrestrial Integrated Networks

Yabo Yin | Chuanhe Huang | ... | Lin Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 3951376
  • - Research Article

Machine Learning-Aided Energy Efficiency Strategy for Multiuser Cooperative Networks

Lin Shan | Ou Zhao | ... | Takeshi Matsumura
Wireless Communications and Mobile Computing
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Acceptance rate11%
Submission to final decision151 days
Acceptance to publication66 days
CiteScore2.300
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Impact Factor-

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