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 2023
  • - Article ID 9795140
  • - Retraction

Retracted: Precision Marketing Optimization Model of e-Commerce Platform Based on Collaborative Filtering Algorithm

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9758989
  • - Retraction

Retracted: Construction of Data Resource Sharing Platform in College Students’ Ideological and Political Education Based on Deep Learning

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9794352
  • - Retraction

Retracted: Green Roof Design of Residential Area Based on Sponge City Theory

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9830746
  • - Retraction

Retracted: The Influence of Children’s Psychological Language Development Based on Computer Digital Statistics Technology

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9803478
  • - Retraction

Retracted: Application of Multipopulation Genetic Algorithm in Industrial Special Clothing Design

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9801716
  • - Retraction

Retracted: Analysis of Emotional Color Representation in Oil Painting Based on Deep Learning Model Evaluation

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9872091
  • - Retraction

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

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9784607
  • - Retraction

Retracted: Analysis of Enterprise Marketing Data Management Integration and Innovation Path Based on BD

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9801903
  • - Retraction

Retracted: Application of Virtual Image Technology in Badminton Teaching in Colleges and Universities

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9795726
  • - Retraction

Retracted: Study on Preparation of Elastic Silica Aerogel Based on SEM Analysis

Wireless Communications and Mobile Computing
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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