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首页> 外文期刊>Eurasip Journal on Wireless Communications and Networking >Research on multi-constellation GNSS compatible acquisition strategy based on GPU high-performance operation
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Research on multi-constellation GNSS compatible acquisition strategy based on GPU high-performance operation

机译:基于GPU高性能运行的多星座GNSS兼容采集策略研究

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Abstract With the continuous development of satellite navigation, how to make full use of the compatibility and interoperability among the four constellations deserves our deep thinking. Signal acquisition is a critical technology that affects the performance of GNSS receivers. However, its implementation has high requirements on both resource consumption and processing time. In recent years, graphics processing unit (GPU) technology with a large number of parallel processing units is gradually applied to the navigation field. In this paper, a multi-constellation-compatible capture strategy based on GPU is proposed. Compared with the traditional GNSS signal processing, the design has better flexibility and portability, and the acquisition parameters of the system can be configured flexibly through the interface. The experimental results show that the proposed scheme makes full use of the powerful parallel processing capability of GPU, which greatly reduces the acquisition time and improves the efficiency of signal processing, with the increase of data processing. In addition, as the amount of signal processing data increases, the advantages of the CPU high-performance computing platform will be more obvious.
机译:摘要随着卫星导航的不断发展,如何充分利用四个星座之间的兼容性和互操作性值得我们深思熟虑。信号采集是一种影响GNSS接收器性能的关键技术。但是,其实施对资源消耗和处理时间具有很高的要求。近年来,具有大量并行处理单元的图形处理单元(GPU)技术逐渐应用于导航场。本文提出了一种基于GPU的多星形兼容捕获策略。与传统的GNSS信号处理相比,设计具有更好的灵活性和可移植性,并且系统的采集参数可以通过接口灵活地配置。实验结果表明,该方案充分利用了GPU的强大并行处理能力,这大大减少了采集时间并提高了信号处理的效率,随着数据处理的增加。另外,随着信号处理数据的增加,CPU高性能计算平台的优点将更加明显。

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