Wireless Communications and Mobile Computing

Explorations in Pattern Recognition and Computer Vision for Industry 4.0


Publishing date
01 Dec 2022
Status
Published
Submission deadline
22 Jul 2022

1Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

2Liverpool John Moores University, Liverpool, UK

3Cardiff Metropolitan University, Cardiff, UK


Explorations in Pattern Recognition and Computer Vision for Industry 4.0

Description

Modern technological innovations in intelligent communication systems are made possible with the most recent advances in pattern recognition and computer vision as dictated by Industry 4.0. Industry 4.0 has spread its horizons from e-management to healthcare and from agriculture to the digital economy. Hence, the application of pattern recognition and computer vision in Industry 4.0 is inevitable in the design of modern communication systems. The implementation of these techniques not only improves adaptability but also enhances the user’s potential to predict and solve unforeseen situations in a real-world scenario. Industry 4.0 relies on various communication and automation strategies.

The communication strategies are further strengthened using pattern recognition and computer vision. These technologies are supported by today’s big data era that includes both textual and visual data. The data generated from a wide variety of applications serve as the basic element for pattern recognition and computer vision algorithms for wireless communications. Hence, the requirement for multimodal data analytics derives attention from the researchers. Pattern recognition and computer vision schemes are highly resilient if a proper machine learning tool is used. Since most machine learning algorithms are available as open-source, the choice and implementation of a suitable algorithm for the wireless environment is of paramount importance.

This Special Issue focuses on the advancements in wireless communications using pattern recognition and computer vision algorithms for Industry 4.0. The ability of the machine to perform data searching, processing, and interpreting are the key aspects in the text and vision processing algorithms in Industry 4.0.

Potential topics include but are not limited to the following:

  • Communication pattern recognition in autonomous systems
  • Deep learning-based computer vision for wireless communications
  • Mobility pattern recognition in mobile ad hoc networks
  • Computer vision aided low latency communications URLL
  • Machine vision communications
  • Pattern recognition in cognitive communications
  • Antenna selection for MIMO systems
  • Channel equalization using neural networks
  • Deep learning for human activity recognition in mobile computing
  • Mobile computer vision
  • Vision-based wireless systems
  • Computer vision for indoor positioning and mobile handoff
  • Deep learning-based computer vision for mmWave MIMO beamforming
  • Vision-based adaptive transmission for optical wireless communication
  • State-of-the-art review and developments in pattern recognition and computer vision algorithms in wireless systems.

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 3779660
  • - Research Article

On the Innovative Work and Development of Library Reader Service in the Era of Artificial Intelligence

Xinwen Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 4451210
  • - Research Article

Students’ Ubiquitous Learning Model and Resource Sharing of English Education Based on Cloud Computing

Ning Jin
  • Special Issue
  • - Volume 2022
  • - Article ID 3242092
  • - Research Article

Improved Data Security in Cloud Environment for Test Automation Framework and Access Control for Industry 4.0

Pradeep Kumar Tiwari | Sunil Kr Pandey | ... | Daniel Krah
  • Special Issue
  • - Volume 2022
  • - Article ID 7113621
  • - Research Article

Application of Chinese Traditional Elements in Furniture Design Based on Wireless Communication and Artificial Intelligence Decision

Shilin Wu
  • Special Issue
  • - Volume 2022
  • - Article ID 7522174
  • - Research Article

Perceived Integrity of Distributed Streaming Media Based on AWTC-TT Algorithm Optimization

Wenwu Yu | Jingjing Jiang | ... | Peng Xu
  • Special Issue
  • - Volume 2022
  • - Article ID 1859020
  • - Research Article

[Retracted] Reinforcement Learning-Based Path Planning Algorithm for Mobile Robots

ZiXuan Liu | Qingchuan Wang | Bingsong Yang
  • Special Issue
  • - Volume 2022
  • - Article ID 9611699
  • - Research Article

Supply Chain Financial Risk Management under the Background of Wireless Multimedia Communication and Artificial Intelligence

Yi Li | Jinxia Su | Daiyou Xiao
  • Special Issue
  • - Volume 2022
  • - Article ID 9998311
  • - Research Article

The Optimization of Hospital Financial Management Based on Cloud Technology and Wireless Network Technology in the Context of Artificial Intelligence

Xiaoping Yuan | Chengxia Shi | Zhihong Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 9677942
  • - Research Article

Application Research in Computer Vision Signature Encryption System of Enterprise Contract Economic Management

Feifei Sun | Guohong Shi
  • Special Issue
  • - Volume 2022
  • - Article ID 1506645
  • - Research Article

Analysis of Home-School Collaboration Mechanism and Psychological Impact Based on MultiSource Big Data Information Fusion

Yaling Li
Wireless Communications and Mobile Computing
Publishing Collaboration
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Acceptance rate11%
Submission to final decision151 days
Acceptance to publication66 days
CiteScore2.300
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