Wireless Communications and Mobile Computing

Machine Learning for Ubiquitous Internet of Things 2021


Publishing date
01 May 2022
Status
Closed
Submission deadline
31 Dec 2021

Lead Editor
Guest Editors

1The Hong Kong Polytechnic University, Hong Kong

2King Saud University, Riyadh, Saudi Arabia

3Chongqing University of Posts and Telecommunications, Chongqing, China

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

Machine Learning for Ubiquitous Internet of Things 2021

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

Description

The rapid development of communication, computation, and networking technologies has made connected devices become possible and at the same time has brought volumes of data to many fields. The ubiquitous Internet of Things (IoT) has extended the current Internet structure by enabling various interactions and connectivity among ubiquitous-connected devices. As a result, intelligent analyzing and processing big data generated by IoT devices are essential for developing smart IoT applications.

As a typical technique of artificial intelligence, machine learning employs supervised or unsupervised strategies to automatically learn multi-layer representations of data and has been successfully applied to the fields of speech recognition, collaborative filtering, and image processing. Although machine learning has made progress in some scientific fields, it still faces many scientific challenges for its application in ubiquitous IoT. For example, where to run the intensive computation of neural networks, and how to design lightweight learning models for resource-constraint devices.

Therefore, this Special Issue aims to seek high-quality papers from academics and industry-related researchers of ubiquitous IoT, machine learning, and big data, who conduct research on the development of machine learning models for IoT systems, and present the most recently advanced methods and applications.

Potential topics include but are not limited to the following:

  • Big Data theory and methods
  • Machine Learning and Deep Learning
  • Knowledge discovery for Big Data
  • The technologies for IoT devices
  • Resource management for IoT system
  • Ubiquitous edge computing
  • Security and privacy for machine learning technologies
  • Novel learning models for IoT system
  • Intelligent data processing
  • Big Data analysis and applications in other fields

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 3882894
  • - Research Article

Highly Efficient Multicast over Surface Wave in Hybrid Wireless-Optical On-Chip Networks for IoT HPC

Shengyan Zhu | Caiqiu Zhou | Yongjian Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 5006770
  • - Research Article

State Aware-Based Prioritized Experience Replay for Handover Decision in 5G Ultradense Networks

Dong-Fang Wu | Chuanhe Huang | ... | Lin Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 4218696
  • - Research Article

Fragmented Task Scheduling for Load-Balanced Fog Computing Based on Q-Learning

Mian Muaz Razaq | Shahnila Rahim | ... | Limei Peng
  • Special Issue
  • - Volume 2022
  • - Article ID 5693962
  • - Research Article

Intelligent Blockchain-Based Secure Routing for Multidomain SDN-Enabled IoT Networks

Zhihao Zeng | Xiaoning Zhang | Zixiang Xia
  • Special Issue
  • - Volume 2022
  • - Article ID 7299309
  • - Research Article

A UAV Visual Relocalization Method Using Semantic Object Features Based on Internet of Things

Maolin Wang | Hongyu Wang | ... | Yumeng Li
  • Special Issue
  • - Volume 2022
  • - Article ID 6596925
  • - Research Article

A Data Augmentation Method for Vertical Federated Learning

JianFei Zhang | YuChen Jiang
  • Special Issue
  • - Volume 2022
  • - Article ID 7241362
  • - Research Article

An Enhanced Reliable Access Scheme for Massive IoT Applications in Ubiquitous IoT Systems

Yuhuai Peng | Yan Shi | Chenlu Wang
  • Special Issue
  • - Volume 2021
  • - Article ID 5302257
  • - Research Article

An Efficient and Secure Malicious User Detection Scheme Based on Reputation Mechanism for Mobile Crowdsensing VANET

Zhihua Wang | Jiahao Liu | ... | Xiaolong Yang
  • Special Issue
  • - Volume 2021
  • - Article ID 9529022
  • - Research Article

List Scheduling Algorithm Based on Virtual Scheduling Length Table in Heterogeneous Computing System

Naqin Zhou | Xiaowen Liao | ... | Liangchen Liu
  • Special Issue
  • - Volume 2021
  • - Article ID 4811018
  • - Review Article

A Survey of IoT Stream Query Execution Latency Optimization within Edge and Cloud

Fatima Abdullah | Limei Peng | Byungchul Tak
Wireless Communications and Mobile Computing
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Acceptance rate55%
Submission to final decision44 days
Acceptance to publication26 days
CiteScore3.500
Journal Citation Indicator0.410
Impact Factor2.146
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Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.