混合基数FFT算法在多波段GNSS信号采集引擎中的应用

N. Shivaramaiah, A. Dempster, C. Rizos
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引用次数: 7

摘要

基于快速傅里叶变换(FFT)的粗信号同步方法由于运算速度快,是全球导航卫星系统(GNSS)接收机基带信号处理的一个有吸引力的选择。然而,基于fft的方法的效用取决于理解同步速度和所需处理能力之间的权衡,这有几个原因。首先,GNSS家族的新信号,如伽利略和GPS现代化,采用更长的周期伪随机噪声(PRN)编码和更高的信号带宽,这需要大变换长度的fft。其次,为了在定位性能上获得优势,下一代接收机针对多个GNSS信号,并且由于每个信号都有自己的编码长度(因此有最小采样频率),因此接收机应容纳不同长度的FFT块。本文讨论了这种多波段接收机对基于FFT算法的要求,并分析了素因子和混合基数FFT算法的应用。描述了一种将不同的变换长度分解成较小的变换,然后将这些较小的点fft组合起来计算所需的较大的fft的新方法。结果表明,采用该架构可减少计算负荷(或处理器周期),提高采集搜索引擎处理不同信号的可重用性。
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Application of Mixed-radix FFT Algorithms in Multi-band GNSS Signal Acquisition Engines
Due to their fast operation, Fast Fourier Transform (FFT)-based coarse signal synchronization methods are an attractive option for Global Navigation Satellite System (GNSS) receiver baseband signal processing. However, there are several reasons why the utility of FFT-based methods is dependent on understanding the trade-off between synchronization speed and the required processing power. Firstly, the new signals of the GNSS family, for instance Galileo and GPS modernization, employ longer period Pseudo Random Noise (PRN) codes and higher signal bandwidths, which demand FFTs of large transform lengths. Secondly, to gain an advantage in positioning performance, next generation receivers target multiple GNSS signals, and since each signal has its own code length (and hence a minimum sampling frequency), the receiver should accommodate FFT blocks of varying lengths. This paper discusses the requirements of FFT-based algorithms for such a multiband receiver and analyzes the application of primefactor and mixed-radix FFT algorithms. A novel way of factorizing different transform lengths into smaller transforms and then combining these smaller-point FFTs to compute the larger required FFTs is described. It is shown that the use of the proposed architecture reduces the computational load (or processor cycles) and increases the re-usability of the acquisition search engine to process different signals.
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