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 5760595
  • - Research Article

Apple Sweetness Measurement and Fruit Disease Prediction Using Image Processing Techniques Based on Human-Computer Interaction for Industry 4.0

Mohit Kumar | Yogesh Pal | ... | Basant Tiwari
  • Special Issue
  • - Volume 2022
  • - Article ID 8773395
  • - Research Article

[Retracted] Research on the Influence of Economic Globalization on International Relations in the Background of Big Data and Internet of Things

Fang Li | Tao Li | Lijia Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 8662037
  • - Research Article

Interactive Design of Museum Display Space Based on Virtual and Reality Technology

Manqi Li | Guohua Wang | ... | Lili Ren
  • Special Issue
  • - Volume 2022
  • - Article ID 9639641
  • - Research Article

The Evaluation of University Course Quality under the Background of Wireless Communication and Big Data

Yi Lin | Boen Yu
  • Special Issue
  • - Volume 2022
  • - Article ID 6401881
  • - Research Article

The Application of Literary Maps to the Teaching of English and American Literature in the Age of Big Data and the Internet of Things

Binfeng Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 4335871
  • - Research Article

Hierarchical and On-Demand Attack Defence Framework for IoT Devices

Pradeep Sudhakaran | Manikannan Kaliyaperumal | ... | B. Sowmiya
  • Special Issue
  • - Volume 2022
  • - Article ID 5031236
  • - Research Article

Intrusion Detection System Based on Genetic Attribute Reduction Algorithm Based on Rough Set and Neural Network

Jan Luo | Huajun Wang | ... | Yuxi Lin
  • Special Issue
  • - Volume 2022
  • - Article ID 6882908
  • - Research Article

Construction and Analysis of Computer Model in Sports Education Effect Evaluation Based on Grey System Theory

Jingyuan Guo
  • Special Issue
  • - Volume 2022
  • - Article ID 7371366
  • - Research Article

Analysis and Evaluation on the Harmfulness of Sports Dance Based on Intelligent Computing

Huo Meng
  • Special Issue
  • - Volume 2022
  • - Article ID 9688023
  • - Research Article

Study on the Development Model of Rural Smart Tourism Based on the Background of Internet of Things

Hong Li
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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