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Hardware accelerators for software GPS receivers.

机译:用于软件GPS接收器的硬件加速器。

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摘要

With the development of powerful computational resources such as Digital Signal Processors and Field Programmable Gate Arrays, it has become possible to utilize many radio functions via software and hardware. This is the underneath concept of an up-coming technology of Software Defined Radio. In this Thesis, how Software Defined Radio platform provides a great deal of flexibility to modify the approaches and test new algorithms for higher reliability and better accuracy for software GPS (Global Positioning System) receiver development at a less cost. USRP (Universal serial Radio peripheral) and NI RF analyzer are the front end hardware kits used to capture the radio frequency signal and stream the converted Baseband signal from hardware to host. GNU Radio and LabVIEW software are to be installed on the host/PC side to apply digital signal processing techniques on the Baseband signal to extract the information in real time basis.;GPS-SDR is the open source software GPS core framework developed on GNU Radio software API for GPS receiver applications. Combining this software with USRP1 RF front end board a real time software GPS receiver system is setup for our research. This real time GPS receiver system is our reference for further Hardware implementations of GPS Algorithms. The acquisition search and correlations in tracking are the bottle necks of GPS receiver performance. We tested the performance efficiency of complete software GPS receiver with advanced FFT based block acquisition and advanced Block correlator algorithms on this real time test bed.;In recent days RF front end hardware vendors are providing different featured RF boards with different hardware solutions capabilities for custom applications. For example NI Flex RIO, USRP-N210 front end hardware boards are open to implement custom FPGA hardware applications. In LabVIEW Host-Target based FPGA environment, complex signal processing tasks of FPGA hardware can be delegated to FPGA placed on the front end hardware from the host environment. So, FFT based Block Acquisition and Advanced Block correlator of tracking in software are implemented in Verilog HDL and with some optimizations in the design of Block correlator we even designed Parallel Block correlator for GPS receiver tracking. In order to integrate our GPS accelerators developed on Xilinx ISE simulator into LabVIEW FPGA Environment, we used IP node (CLIP node) modules as an interface node to integrate our custom developed accelerators into LabVIEW FPGA. So, the hardware blocks like acquisition and Block correlator are integrated into LabVIEW FPGA modules and can be used like other LabVIEW FPGA modules in GPS receiver application development. Experimental results and performance comparison results give more insight of the Hardware accelerators requirement for SDR platforms.
机译:随着诸如数字信号处理器和现场可编程门阵列之类的强大计算资源的发展,通过软件和硬件利用许多无线电功能已成为可能。这是即将出现的软件定义无线电技术的基本概念。在这篇论文中,软件定义无线电平台如何提供很大的灵活性来修改方法并测试新算法,从而以更低的成本为软件GPS(全球定位系统)接收机开发提供更高的可靠性和更好的准确性。 USRP(通用串行无线电外围设备)和NI RF分析仪是用于捕获射频信号并将转换后的基带信号从硬件传输到主机的前端硬件套件。将在主机/ PC端安装GNU Radio和LabVIEW软件,以在基带信号上应用数字信号处理技术以实时提取信息。GPS-SDR是在GNU Radio上开发的开源软件GPS核心框架。 GPS接收器应用程序的软件API。将此软件与USRP1 RF前端板组合在一起,可以为我们的研究设置一个实时软件GPS接收器系统。这个实时GPS接收器系统是我们对GPS算法的进一步硬件实现的参考。跟踪中的采集搜索和相关性是GPS接收机性能的瓶颈。我们在此实时测试台上通过基于FFT的高级块捕获和先进的块相关器算法测试了完整软件GPS接收机的性能效率。近年来,RF前端硬件供应商正在提供具有不同硬件解决方案功能的不同功能RF板,用于定制应用程序。例如,NI Flex RIO,USRP-N210前端硬件板已开放以实现自定义FPGA硬件应用。在基于LabVIEW Host-Target的FPGA环境中,FPGA硬件的复杂信号处理任务可以委托给主机环境中放置在前端硬件上的FPGA。因此,在Verilog HDL中实现了基于FFT的块捕获和软件高级跟踪块相关器,并在块相关器的设计中进行了一些优化,甚至为GPS接收机跟踪设计了并行块相关器。为了将我们在Xilinx ISE模拟器上开发的GPS加速器集成到LabVIEW FPGA Environment中,我们使用IP节点(CLIP节点)模块作为接口节点将定制开发的加速器集成到LabVIEW FPGA中。因此,诸如采集和模块相关器之类的硬件模块已集成到LabVIEW FPGA模块中,并且可以像其他LabVIEW FPGA模块一样在GPS接收器应用程序开发中使用。实验结果和性能比较结果可以更深入地了解SDR平台的硬件加速器要求。

著录项

  • 作者

    Kinjarapu, Dushyanth.;

  • 作者单位

    The University of Texas at San Antonio.;

  • 授予单位 The University of Texas at San Antonio.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.S.
  • 年度 2012
  • 页码 62 p.
  • 总页数 62
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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