Mobile Information Systems

Artificial Intelligence for Next-Generation Wireless Networks


Publishing date
01 Mar 2022
Status
Closed
Submission deadline
29 Oct 2021

Lead Editor

1City University of Macau, Macao, China

2Macau University of Science and Technology, Macao, China

3Qingdao University of Science and Technology, Qingdao, China

4University of Victoria, Victoria, Canada

This issue is now closed for submissions.
More articles will be published in the near future.

Artificial Intelligence for Next-Generation Wireless Networks

This issue is now closed for submissions.
More articles will be published in the near future.

Description

The fifth-generation (5G) mobile network era has enabled the integration of artificial intelligence (AI), big data, Internet of Things (IoT), edge computing, etc. Wireless networks are becoming more complex. They have three main characteristics: network complexity, business diversification, and experience complexity. Faced with the increasingly difficult modelling of wireless networks, the complexity of solving problems is increasing exponentially. Moreover, the cost of network operation and maintenance is getting higher.

AI algorithms have been successfully supporting big data analytics, efficient parameter estimation, and interactive decision making and have shown compelling applications of wireless networks (e.g., heterogeneous networks (HetNets), cognitive radio (CR), Internet of Things (IoT), machine to machine (M2M) networks). Wireless networks are focused on a data-driven future. Therefore, AI has brought a paradigm shift to the design and optimization of networks. AI has become an important technological trend in the industry and is gradually being generalized. It faces the diversified, heterogeneous, high-precision, and high-reliability requirements of future wireless networks. Incorporating AI into the future wireless network architecture has become a technological trend for research and exploration. AI will make important contributions to the future wireless network transmission framework. Moreover, there is a need for further research discussing AI combined with communication network channel modelling, network operation and maintenance, network security audits, and other fields.

The aim of this Special Issue is to focus on the application of artificial intelligence in next-generation wireless networks. We welcome submissions particularly discussing AI algorithms. Original research and review articles are welcome.

Potential topics include but are not limited to the following:

  • AI-enable architectures in next-generation wireless networks
  • AI-based key performance management in next-generation wireless networks
  • AI-powered energy-efficient network orchestration
  • AI-based networks for channel modelling and estimation
  • AI techniques for signal processing in wireless network systems
  • AI-enabled techniques for ensuring security and privacy in next-generation wireless networks
  • Deep learning for IoT services in next-generation wireless networks
  • Energy-efficient AI for next-generation wireless networks

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 2051773
  • - Research Article

Multiobjective Optimal Dispatching of Smart Grid Based on PSO and SVM

Man Bao | Hongqi Zhang | ... | Xiaohui Zhang
  • Special Issue
  • - Volume 2021
  • - Article ID 3168464
  • - Research Article

A Shadow Capture Deep Neural Network for Underwater Forward-Looking Sonar Image Detection

Taowen Xiao | Zijian Cai | ... | Qiong Chen
  • Special Issue
  • - Volume 2021
  • - Article ID 1430512
  • - Research Article

Energy-Efficient UAV Trajectory Design with Information Freshness Constraint via Deep Reinforcement Learning

Xinmin Li | Jiahui Li | Dandan Liu
  • Special Issue
  • - Volume 2021
  • - Article ID 2292128
  • - Research Article

Adaptive Polymorphic Fusion-Based Fast-Tracking Algorithm in Substations

Wenbin Shi | Jingsheng Lei | ... | Zhongguang Yang
  • Special Issue
  • - Volume 2021
  • - Article ID 1827155
  • - Research Article

Predicting Joint Effects on CubeSats to Enhance Internet of Things in GCC Region Using Artificial Neural Network

Faris A. Almalki | Soufiene Ben Othman
  • Special Issue
  • - Volume 2021
  • - Article ID 1362640
  • - Research Article

A Novel Sparse Array Configuration with Low Coarray Redundancy for DOA Estimation in Mobile Wireless Sensor Network

Pin-Jiao Zhao | Guo-Bing Hu | Liang-Tian Wan
  • Special Issue
  • - Volume 2021
  • - Article ID 4571840
  • - Research Article

Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model

Zeyu Lin | Shuai Li
  • Special Issue
  • - Volume 2021
  • - Article ID 2931801
  • - Research Article

Community Detection Algorithm Based on Intelligent Calculation of Complex Network Nodes

Yanjia Tian | Xiang Feng
  • Special Issue
  • - Volume 2021
  • - Article ID 4809699
  • - Research Article

Signal Modulation Identification Based on Deep Learning in FBMC/OQAM Systems

Jing Chen | Jianzhong Guo | ... | Dejin Kong
  • Special Issue
  • - Volume 2021
  • - Article ID 7003252
  • - Research Article

Edge-Cloud-Assisted Multiuser Forward Secure Searchable Encryption (EMFSSE) Scheme in the P2P Networking Environment

Yongli Tang | Jingran Li | ... | Qiang Zhao
Mobile Information Systems
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Acceptance rate51%
Submission to final decision41 days
Acceptance to publication22 days
CiteScore2.300
Journal Citation Indicator0.420
Impact Factor1.863
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Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.