notes For RGPV Bhopal CBCS CBGS Students

  • Advanced Digital Signal Processing (EC-8004)

    Advanced Digital Signal Processing (EC-8004) RGPV notes CBGS Bachelor of engineering


    UNIT 1:
    Introduction: Introduction of signals, systems and signal processing, discrete time systems, Discrete Time Fourier Transform, Z Transform.

    UNIT 2:
    Discrete Random Signals: Discrete Time random process, Average spectrum representation of infinite energy signals, response of linear system to random signals.
    Power Spectrum Estimation:
    Basic principles of spectrum estimation, estimates of the auto covariance, power spectrum, cross covariance and cross spectrum.

    UNIT 3:
    Discrete Fourier Transform: Discrete Fourier series, Discrete Fourier Transform (DFT), properties of DFT, linear convolution using the DFT, two dimensional DFT, FFT algorithms, Radix-2 , Radix-4 and split – Radix calculation.

    UNIT 4:
    Digital Filter Design Techniques: design of IIR and FIR digital filters , computer aided design of IIR and FIR, design of digital filter based on least square method , comparison of IIR and FIR design of digital filter based on least square method , comparison of IIR and FIR digital filters.

    UNIT 5:
    Linear Predictors And Optimum Linear Filters: Relationship between filter parameter and auto correlation sequence, forward and backward linear prediction.
    Multi Rate Digital Signal Processing: decimation by a factor D , interpolation by factor I, sampling rate conversion by a rational factor I/D , filter design and implementation for sampling rate conversion.


    Books Recommended

     Discrete time signal processing by Oppenheim Schafer.
     Digital signal processing by S.K.Mitra.
     Digital signal processing by J. G. Proakis

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