Adaptive Signal Processing PDF VSSUT | ASP PDF VSSUT

Adaptive Signal Processing PDF VSSUT – ASP PDF VSSUT of Total Complete Notes

Adaptive Signal Processing PDF VSSUT | ASP PDF VSSUT

Link: Complete Notes

Module – 1

Multirate Digital Signal Processing

Introduction, Decimation by a factor D, Interpolation by a factor I

Sampling rate conversion by rational factor I/D

Filter Design and Implementation for sampling-rate

Multistage implementation of sampling rate conversion

Sampling rate conversion of Band pass signal

Application of multi rate signal processing: design of phase shifters

Implementation of narrowband lowpass filters

Implementation of Digital filter banks.

Filter Bank and Sub-band Filters and its applications

Link: Module – 1

Module – 2

Linear prediction and Optimum Linear Filters

Innovations Representation of a stationary random process

Forward Linear Prediction, Backward Linear Prediction

Solution of the normal equations

Properties of the linear prediction-error filters

AR lattice- ladder filters, ARMA lattice- ladder filters

Wiener filter for filtering and Prediction: FIR Wiener Filter

Orthogonality Principle in linear mean square estimation.

Link: Module – 2

Module – 3

Power Spectrum Estimation

Estimation of spectra from finite-duration observation of signals

Non parametric method for power spectrum estimation

Bartlett method, Blackman method, Turkey method

parametric method for power estimation

Yuke-Walker method, Burg method

MA model and ARMA model

Link: Module – 3

Module – 4

Adaptive Signal Processing

Introduction to adaptive signal processing

Application of adaptive signal processing: System identification,

Channel equalization, adaptive noise cancellation, adaptive line enhancer

Application of adaptive signal processing: System identification,

Channel equalization, adaptive noise cancellation, adaptive line enhancer

Adaptive linear combiner, Basics of Wiener filtering

Widrow-Hopf Equation, Least mean square algorithm

Recursive least square algorithm

variants of LMS algorithm: FX-LMS, Fast LMS, N-LMS, PN-LMS

Continued… (FX-LMS, Fast LMS, N-LMS, PN-LMS)

Design of Adaptive FIR & IIR filters

Link: Module – 4

Text Book:

1. Digital Signal Processing, Third Edition, J.G. Proakis and D.G. Manolakis, Prentice Hall.

2. Adaptive Signal Processing, B. Widrow and Stern,

Reference Book:

1. Digital Signal Processing, by Sanjit K Mitra, new edition, TMH.

2. Digital Signal Processing, by Salivahanan, new editio

Advertisements

Check Also

Goa board 12th result and 10th result 2019 Released

Goa board 12th result and 10th result 2019 Released:   Check your Goa SSC Result …

Leave a Reply

Your email address will not be published. Required fields are marked *