Computational Intelligence and Neuroscience

Ubiquitous Artificial Intelligence Enabled Next Generation Wireless Systems


Publishing date
01 Jan 2023
Status
Published
Submission deadline
26 Aug 2022

1Vellore Institute of Technology, Chennai, India

2Gannon University, Erie, USA

3Autonomous University of San Luis Potosí, San Luis Potosí, Mexico


Ubiquitous Artificial Intelligence Enabled Next Generation Wireless Systems

Description

Intelligent communication systems have received recent interest in research due to their attractive features which include adaptability, pliability, and self-configuration. Upcoming 6G communication systems and the future wireless communication systems to follow are expected to integrate computational intelligence into wireless networks to improve the system’s robustness. Academicians and industry personnel have predicted that 6G wireless systems are massive and scalable heterogeneous networks that can be powered by computational intelligence to improve the system throughput. Ubiquitous Artificial Intelligence (U-AI) is a segment of computational intelligence that is exploited in 6G wireless communication networks. With this computational intelligence in place, the 6G system will revolutionize the data-driven market in the future.

Empowerment requires the implementation of machine learning algorithms across the heterogeneous network for data collection and processing. Security is one of the key aspects to be considered during the implementation of this technology which is taken care of by the U-AI. The U-AI preserves the privacy details of the data in the server both during the collection and processing. This Special Issue will focus on the development of novel learning algorithms for the successful implementation of the U-AI in future wireless communication systems. Traditional computational intelligence utilizes neural networks in addition to the prevailing fuzzy systems incorporating evolutionary computation. However, the implementation of U-AI will lead to privacy considerations which are addressed through novel machine learning algorithms such as federated learning. These learning algorithms are expected to maximize system performance by optimizing the network parameters. In addition to the optimization of the network parameters, the issue will also focus on the development of intelligent signal processing algorithms for channel estimation and modeling using U-AI.

The aim of this Special Issue is to discuss and disseminate the research progress made in the implementation of U-AI in wireless communication networks to resolve the security, trust, and privacy issues in 6G systems. Original research and review articles are welcomed.

Potential topics include but are not limited to the following:

  • Wireless system architecture for 6G systems
  • Novel learning algorithms for heterogeneous wireless systems
  • Network architecture adopting U-AI
  • Network management using computational intelligence
  • Multiple access techniques involving intelligent computation
  • Intelligent signal processing algorithms
  • Security, trust, and privacy issues in 6G systems
  • Channel estimation and modeling using computational intelligence
  • Optimization algorithms for machine learning-based network control and decision making
  • Deep learning and deep neural networks for U-AI

Articles

  • Special Issue
  • - Volume 2023
  • - Article ID 5642142
  • - Research Article

Optimization Strategy of College Students’ Education Management Based on Smart Cloud Platform Teaching

Mingjing Zhang
  • Special Issue
  • - Volume 2023
  • - Article ID 9859267
  • - Retraction

Retracted: Effects of Gemcitabine and Oxaliplatin Combined with Apatinib on Immune Function and Levels of SIL-2R and sicAM-1 in Patients with Gallbladder Cancer

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9758079
  • - Retraction

Retracted: Study on the Relationship between Unexplained Recurrent Abortion and HLA-DQ Gene Polymorphism

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9850256
  • - Retraction

Retracted: Urban Landscaping Landscape Design and Maintenance Management Method Based on Multisource Big Data Fusion

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9814052
  • - Retraction

Retracted: Mutual Trust Influence on the Correlation between the Quality of Corporate Internal Control and the Accounting Information Quality Using Deep Learning Assessment

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
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  • - Retraction

Retracted: Cloud Statistics of Accounting Informatization Based on Statistics Mining

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9827539
  • - Retraction

Retracted: Dynamic Evaluation of Intensive Land Use Based on Objective Empowerment by Entropy Method and Neural Network Algorithm

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9783604
  • - Retraction

Retracted: Impact of Diabetic Nephropathy on Pulmonary Function and Clinical Outcomes

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9790304
  • - Retraction

Retracted: Hypoxia-Induced Nestin Regulates Viability and Metabolism of Lung Cancer by Targeting Transcriptional Factor Nrf2, STAT3, and SOX2

Computational Intelligence and Neuroscience
  • Special Issue
  • - Volume 2023
  • - Article ID 9851481
  • - Retraction

Retracted: Analytical Study of Financial Accounting and Management Trends Based on the Internet Era

Computational Intelligence and Neuroscience

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