International Journal of Antennas and Propagation

Deep Low-Complexity Multi-Antenna Relaying for Smart Grid Networks


Publishing date
01 Jan 2023
Status
Published
Submission deadline
09 Sep 2022

Lead Editor
Guest Editors

1Tsinghua University, Beijing, China

2Huawei Technologies, Shenzhen, China

3Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Topi, Pakistan


Deep Low-Complexity Multi-Antenna Relaying for Smart Grid Networks

Description

Due to great progress in the antenna and radio frequency (RF) techniques, wireless communication networks have been widely applied in many areas, such as smart cities, industrial internet of things, and information technology of medicine. As a typical form of wireless communication networks, smart grid networks have received a lot of attention from both academia and industry. To support the development and application of smart grid networks, deep low-complexity multi-antenna relaying technology has been recently proposed by researchers to cope with the dynamic network structure of the smart grid networks. Compared with the conventional fixed relaying communication such as amplify-and-forward, decode-and-forward, and denoise-and-forward, deep relaying can dynamically change according to the dynamic network structure with a much lower implementation complexity, and help reduce the RF cost significantly.

However, several critical challenges still exist in the design of deep low-complexity multi-antenna relaying for smart grid networks. The first challenge is the complicated system performance evaluation, which should be performed by jointly incorporating the performance metrics of RF cost, data rate, latency and energy consumption in an intelligent approach. The second challenge is the multi-antenna transmission of the deep low-complexity relaying for smart grid networks, where some intelligent algorithms such as deep learning and federated learning should be developed to devise an intelligent multi-antenna transmission scheme. The third challenge is the much more complicated system resource management in the intelligent relaying based smart grid networks, where multi-dimensional system resources should be jointly exploited in an intelligent approach, in order to reduce the RF cost.

To address the above major challenges in smart grid networks, this Special Issue aims to provide a new comprehensive overview on intelligent multi-antenna relaying and create more ideas on deep low-complexity multi-antenna relaying and RF cost for smart grid networks. This Special Issue will bring together researchers from academia, industry, and governmental agencies to promote the research and development that pertain to this cutting-edge research topic. Original research and review articles are welcome.

Potential topics include but are not limited to the following:

  • Deep multi-antenna relaying protocols
  • Advanced multi-antenna transmission schemes for smart grid networks
  • Intelligent performance evaluation
  • Cross-layer design of smart grid networks
  • Intelligent resource management
  • Deep learning-based multi-antenna relaying protocols
  • Intelligent characteristics extraction for dynamic network structure
  • Industrial internet of things, federate learning, transfer learning
  • Implementation issues of smart grid networks
  • Advanced RF technology
  • Front-end RF circuits
  • 12-RF cost of multiple antennas

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 8182813
  • - Review Article

[Retracted] Internet of Things-Based Smart and Connected Supply Chain: A Review

Musaddak Maher Abdul Zahra | Ilhan GARIP | ... | Bothichandar T
  • Special Issue
  • - Volume 2022
  • - Article ID 1749728
  • - Research Article

[Retracted] IoT-Based English Translation Teaching from the Perspective of Artificial Intelligence

Dandan Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 1890029
  • - Research Article

[Retracted] China’s Green Bond Market: Structural Characteristics, Formation Factors, and Development Suggestions—Based on the Comparison of the Chinese and the US Green Bond Markets Structure

Haolan Li | Tiancheng He | ... | Weizhen Tong
  • Special Issue
  • - Volume 2022
  • - Article ID 3867581
  • - Research Article

A High-Efficiency Deep-Learning-Based Antivibration Hammer Defect Detection Model for Energy-Efficient Transmission Line Inspection Systems

Fangrong Zhou | Gang Wen | ... | Jiaying Li
  • Special Issue
  • - Volume 2022
  • - Article ID 3838437
  • - Research Article

[Retracted] Research on the Integration Method of Character Costume Culture in Dunhuang Murals Based on Deep Learning Algorithm

Ying Zhai | Ningjing Xuan | ... | Qiao Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 2664639
  • - Research Article

[Retracted] Analysis of Network Information Retrieval Method Based on Metadata Ontology

Chunping Wang | Keming Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 7983798
  • - Research Article

[Retracted] Optimization of Self-Media Film and Television Content Production and Dissemination Paths under the Background of Artificial Intelligence

Yunsheng Zhang | Xiaoping Meng
  • Special Issue
  • - Volume 2022
  • - Article ID 1184198
  • - Research Article

[Retracted] Wavelet Transform-Based 3D Landscape Design and Optimization for Digital Cities

Yang Chen | Xiaolin Wang | Chang Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 4550902
  • - Research Article

[Retracted] Modelling of Metal Removal Rate in Copper Alloy Milling Using MATLAB

Musaddak Maher Abdul Zahra | Ekrem Yanmaz | T. Bothichandar
  • Special Issue
  • - Volume 2022
  • - Article ID 2294908
  • - Research Article

[Retracted] Exploration of Intelligent Teaching Methods for Ideological and Political Education in Colleges and Universities under the Background of “Mass Entrepreneurship and Innovation”

Kaiqiang An
International Journal of Antennas and Propagation
 Journal metrics
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Acceptance rate26%
Submission to final decision89 days
Acceptance to publication15 days
CiteScore2.900
Journal Citation Indicator0.300
Impact Factor1.5
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