USU Geology 6600/7600:"Signal Analysis" Course Materials, Fall 2017
Course Syllabus Supplemental Papers: Kay & Marple (1981) Class Meets: TR, 1:30-2:45 pm, in Geology 217a
Kay & Marple (1981)
PowerPoint Lectures:
29 August: Introduction to Signal Analysis; "Review" of Multivariate Statistics 31 August: "Review" of Multivariate Statistics; Autocorrelation 12 September: Autocorrelation, Stationarity, Crosscorrelation 14 September: Ergodicity, Power Spectra and the Fourier Transform 19 September: Coherence; Example applications of cross-power spectra 21 September: Energy vs Power Spectral Density; Linear Systems (SISO) 26 September: Discrete Systems, Aliasing 28 September: Power Spectral Estimation (Periodogram) 10 October: Power Spectral Estimation (Blackman-Tukey; Tapers; Multitapers) 12 October: Power Spectral Estimation (Multitaper; Wavelets) 24 October: Frequency Response Estimation, Noise and Coherence in SISO Systems 26 October: Frequency Response Estimation, Noise and Coherence in MISO Systems 31 October: Wiener Filtering 2 November: Kalman Filtering 7 November: Signal Analysis in Becker et al. 9 November: Signal Analysis in Becker et al. 28 November: FFT Redux; Optimal Interpolation