Research on The Application of High-Performance Calculation in Real-Time Estimation Algorithm of Polarization Parameters of Conformal Arrays

In this paper, the application of high-performance computing technology in real-time polarization parameter estimation algorithm of conformal array is discussed, aiming at solving the problems of high computational complexity and poor real-time performance in traditional polarization parameter estimation methods. By introducing parallel computing and distributed computing technology, a new real-time polarization parameter estimation algorithm framework is proposed, which can significantly improve the calculation speed and data processing ability and meet the requirements of modern wireless communication systems for high-speed and accurate signal processing. The experimental results show that compared with the traditional algorithm, the time required by the proposed algorithm in this study is obviously reduced when processing the same amount of data, and it also shows significant advantages in accuracy. In addition, the algorithm shows good applicability and robustness in different scenarios, which provides an efficient and reliable solution for real-time estimation of polarization parameters of conformal array antennas.

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Publication Details

Journal
Transactions on Computer Science and Intelligent Systems Research
Published
2024-08-12
DOI
https://doi.org/10.62051/0psva180
Primary Topic
Antenna Design and Optimization
Type
article
Field-Weighted Citation Impact
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article

Research on The Application of High-Performance Calculation in Real-Time Estimation Algorithm of Polarization Parameters of Conformal Arrays

Jinjin Xu
Transactions on Computer Science and Intelligent Systems Research
Antenna Design and Optimization
article

Research on The Application of High-Performance Calculation in Real-Time Estimation Algorithm of Polarization Parameters of Conformal Arrays

Jinjin Xu
article en

Abstract

In this paper, the application of high-performance computing technology in real-time polarization parameter estimation algorithm of conformal array is discussed, aiming at solving the problems of high computational complexity and poor real-time performance in traditional polarization parameter estimation methods. By introducing parallel computing and distributed computing technology, a new real-time polarization parameter estimation algorithm framework is proposed, which can significantly improve the calculation speed and data processing ability and meet the requirements of modern wireless communication systems for high-speed and accurate signal processing. The experimental results show that compared with the traditional algorithm, the time required by the proposed algorithm in this study is obviously reduced when processing the same amount of data, and it also shows significant advantages in accuracy. In addition, the algorithm shows good applicability and robustness in different scenarios, which provides an efficient and reliable solution for real-time estimation of polarization parameters of conformal array antennas.

Transactions on Computer Science and Intelligent Systems ResearchVol. 5
University of Southampton (GB)
Openalex Percentile: Top 81%
Antenna Design and Optimization
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