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Reduced complexity acquisition of GPS signals for software embedded applications

机译:降低了用于软件嵌入式应用的GPS信号的复杂度获取

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Location technologies have many possible applications in wireless communications, surveillance, military equipment, gaming industry, tracking and safety applications to name a few. Wireless operators expect annual revenues to be tens of billions from potential location-based services. The paper focuses on the positioning in cellular wireless networks using Assisted Global Positioning System (A-GPS) technology. State-of-the-art A-GPS receivers are implemented using hardware correlators, as the computational complexity is very high. Positioning receivers are operated in many operational modes depending on the environment, provided assistance, internally available data and measurements. Hardware implementations constrain the performance of A-GPS receivers and as a result their operation is not robust indoors and in urban canyons. Highly reconfigurable receivers can accommodate all the possible modes of operation, and receivers implemented in 'software' are the most promising and flexible ones. To implement A-GPS receivers in 'software', one should drastically reduce the complexity of algorithms. The authors suggest a novel fast Fourier transform (FFT)-based correlator which is good for software implementations. As the focus is on A-GPS, the assistance information from aiding sources reduces the operational range of the correlator and this approach combines gains due to FFT processing and aiding. The complexity is further reduced by employing a search in frequency in FFT domain which is called the shifting replica method. Extensive simulations on several platforms confirm the validity of the proposed method.
机译:定位技术在无线通信,监视,军事装备,游戏行业,跟踪和安全应用中有许多可能的应用。无线运营商预计潜在的基于位置的服务每年的收入将达数百亿美元。本文重点介绍了使用辅助全球定位系统(A-GPS)技术在蜂窝无线网络中的定位。最新的A-GPS接收器使用硬件相关器实现,因为计算复杂性非常高。根据环境,所提供的协助,内部可用的数据和测量值,定位接收器可以在许多操作模式下操作。硬件的实施限制了A-GPS接收器的性能,因此,它们在室内和城市峡谷中的运行都不稳健。高度可重新配置的接收器可以适应所有可能的操作模式,并且以“软件”实现的接收器是最有前途和最灵活的接收器。为了在“软件”中实现A-GPS接收器,应大幅度降低算法的复杂性。作者提出了一种新颖的基于快速傅立叶变换(FFT)的相关器,该软件对软件实现很有用。由于重点放在A-GPS上,来自辅助源的辅助信息会减小相关器的操作范围,并且此方法结合了FFT处理和辅助带来的收益。通过在FFT域中使用频率搜索(称为移位复制方法),进一步降低了复杂性。在多个平台上的大量仿真证实了该方法的有效性。

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