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Investigation and implementation of a computationally-efficient algorithm for cyclic spectral analysis.

机译:研究并实现了一种高效计算的循环频谱分析算法。

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摘要

The suitability of cyclic spectral analysis for signal detection and identification is investigated. An overview of the theoretical background leading to the cyclic autocorrelation and cyclic spectral density equations is presented. Brute force and computationally-efficient approaches for estimating the cyclic spectrum are examined. Of particular interest in this thesis is the computationally-efficient FFT accumulation method (FAM) for computing cyclic spectrum estimates. Key features of the algorithm which reduce the number of computations are demonstrated. A cyclic spectrum analyser that processes digitally-modulated signals, computes the cyclic spectrum estimates, and displays the results is designed, implemented, and tested. The FAM algorithm is implemented on a DSP board containing a TMS320c51 processor. Cyclic spectra for phase-shift-keyed (PSK), frequency-hopped frequency-shift-keyed (FH/FSK), FH/PSK, and burst PSK waveforms are computed and displayed. Theoretical and experimental results are compared and discussed.
机译:研究了循环频谱分析对信号检测和识别的适用性。概述了导致循环自相关和循环光谱密度方程的理论背景。考察了蛮力和估算循环频谱的高效计算方法。本文特别感兴趣的是用于计算循环频谱估计的高效计算FFT累积方法(FAM)。演示了减少计算数量的算法的关键特征。设计,实施和测试了处理数字调制信号,计算循环频谱估计并显示结果的循环频谱分析仪。 FAM算法在包含TMS320c51处理器的DSP板上实现。计算并显示相移键控(PSK),跳频移频键控(FH / FSK),FH / PSK和脉冲PSK波形的循环频谱。对理论和实验结果进行了比较和讨论。

著录项

  • 作者

    Tom, Caroline.;

  • 作者单位

    Carleton University (Canada).;

  • 授予单位 Carleton University (Canada).;
  • 学科 Electrical engineering.
  • 学位 M.Eng.
  • 年度 1995
  • 页码 172 p.
  • 总页数 172
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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