Multirate DSP the complete guide in 2020

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About Course

Multirate DSP

The key features of this course include the following topics• An in-depth understanding of sampling, reconstruction, sampling rate conversion using multi-rate building blocks • Applications of multi-rate DSP – Filter design, Filterbanks, Transmultiplexer, Delta-Sigma A/D • Mathematical framework for Perfect Reconstruction Filter banks• Achieving capacity in wireless channels, motivation for Multicarrier modulation, Redundancy via zero padding and cyclic prefix • Mathematical framework for OFDM and its extensions • Introduction to Wavelets and Multichannel filter banks• Matlab-based computer exercises to gain an understanding of multi-rate DSP concepts and applications.
Multirate DSP
Multirate DSP INTENDED AUDIENCE: • B.E. / B.Tech/ M.E./ M.Tech/ Ph.D. students who have completed the basic course in Digital Signal Processing • Students planning to do projects/research in DSP • Industry practitioners working with DSP, audio and video products
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What Will You Learn?

  • Week 1: Introduction• Overview of Sampling and Reconstruction • Review Discrete-Time Systems, digital filters
  • Week 2: Oversampling techniques, DT processing of continuous-time signals
  • Week 3: Fundamentals of Multi-rate Systems• Basic building blocks – Upsampling, downsampling, aliasing• Mathematical framework for the sampling rate change
  • Week 4: Sampling rate change and filtering, fractional sampling rate change
  • Week 5: Interconnection of multirate DSP blocks, Multiplexer and Demultiplexer functionality, Polyphase decomposition, Noble Identities, efficient implementation of sampling rate conversion
  • Week 6: Applications of Multirate DSP - DFT-based Filterbanks, Interpolated FIR filter design, Cascaded-Integrator-Comb (CIC) filters, Transmultiplexer, Filterbank interpretation of Spectral analysis using DFT
  • Week 7: Two-channel maximally decimated filter bank, Signal impairments - Aliasing, Magnitude distortion, Phase distortion, Aliasing cancellation
  • Week 8: Allpass filters, properties, application in two-channel filterbanks, Half-band filters, Power complementary filter pairs, Mth band filters, two-channel perfection reconstruction filterbanks.
  • Week 9: Capacity of wireless channels, Waterfilling method, motivation for Multicarrier modulation
  • Week 10: Block transceivers with redundancy, Zero-padding, cyclic prefix, OFDM, extensions of OFDM incuding Filterbank Multicarrier (FBMC)
  • Week 11: Application of Multirate DSP – Delta Sigma A/D conversion
  • Week 12: Introduction to wavelets and M-channel perfect reconstruction filterbanks.

Course Content

Multirate DSP

  • Introduction – Multirate DSP
    04:49
  • Lec 01 (Part-1) – Multirate DSP
    20:57
  • Lec 01 (Part-2) – Multirate DSP
    28:11
  • Lec 02 (Part-1) – Multirate DSP
    00:00
  • Lec 02 (Part-2) – Multirate DSP
    00:00
  • Lec 03 (Part-1) – Multirate DSP
    00:00
  • Lec 03 (Part-2) – Multirate DSP
    00:00
  • Lec 04 (Part-1) – Multirate DSP
    00:00
  • Lec 04 (Part-2) – Multirate DSP
    00:00
  • Lec 05 (Part-1) – Multirate DSP
    00:00
  • Lec 05 (Part-2) – Multirate DSP
    00:00
  • Lec 06 – Multirate DSP
    00:00
  • Lec 07 (Part-1) – Multirate DSP
    00:00
  • Lec 07 (Part-2) – Multirate DSP
    00:00
  • Lec 08 (Part-1) – Multirate DSP
    00:00
  • Lec 08 (Part-2) – Multirate DSP
    00:00
  • Lec 09 – Multirate DSP
    00:00
  • Lec10 – Multirate DSP
    00:00
  • Lec11 (Part-1) – Multirate DSP
    00:00
  • Lec 11 (Part-2) – Multirate DSP
    00:00
  • Lec 12 – Multirate DSP
    00:00
  • Lec 13 (Part-1) – Multirate DSP
    00:00
  • Lec 13 (Part-2) – Multirate DSP
    00:00
  • Lec 14 (Part-1) – Multirate DSP
    00:00
  • Lec 14 (Part-2) – Multirate DSP
    00:00
  • Lec15 – Multirate DSP
    00:00
  • Lec 16 (Part-1) – Multirate DSP
    00:00
  • Lec 16 (Part-2) – Multirate DSP
    00:00
  • Lec 17 (Part-1) – Multirate DSP
    00:00
  • Lec 17 (Part-2) – Multirate DSP
    00:00
  • Lec 18 (Part-1) – Multirate DSP
    00:00
  • Lec 18 (Part-2) – Multirate DSP
    00:00
  • Lec 19 (Part-1) – Multirate DSP
    00:00
  • Lec 19 (Part-2) – Multirate DSP
    00:00
  • Lec 20 (Part-1) – Multirate DSP
    00:00
  • Lec 20 (Part-2) – Multirate DSP
    00:00
  • Lec 21 – Multirate DSP
    00:00
  • Lec 22 – Multirate DSP
    00:00
  • Lec 23 – 2- channel QMF Filter Bank Design
    00:00
  • Lec 24 – Multirate DSP
    00:00
  • Lec 25 – Multirate DSP
    00:00
  • Lec 26 – Multirate DSP
    00:00
  • Lec 27 – Multirate DSP
    00:00
  • Lec 28 (Part-1) – Multirate DSP
    00:00
  • Lec 28 (Part-2) – Multirate DSP
    00:00
  • Lec 30 (Part-1) – Multirate DSP
    00:00
  • Lec 30 (Part-2) – Multirate DSP
    00:00
  • Lec 30 (Part-3) – Multirate DSP
    00:00
  • Lec 31 (Part-1) – Multirate DSP
    00:00
  • Lec 31 (Part-2) – Multirate DSP
    00:00
  • Lec 31 (Part-3) – Multirate DSP
    00:00
  • Lec 32 (Part-1) – Multirate DSP
    00:00
  • Lec 32 (Part-2) – Multirate DSP
    00:00
  • Lec33 (Part-1) – Multirate DSP
    00:00
  • Lec33 (Part-2) – Multirate DSP
    00:00
  • Lec33 (Part-3) – Multirate DSP
    00:00
  • Lec34 (Part-1) – Multirate DSP
    00:00
  • Lec34 (Part-2) – Multirate DSP
    00:00
  • Lec34 (Part-3) – Multirate DSP
    00:00
  • Lec35 (Part-1) – Multirate DSP
    00:00
  • Lec35 (Part-2) – Multirate DSP
    00:00
  • Lec36 (Part-1) – Multirate DSP
    00:00
  • Lec36 (Part-2) – Multirate DSP
    00:00
  • Lec37 (Part-1) – Multirate DSP
    00:00
  • Lec37 (Part-2) – Multirate DSP
    00:00
  • Lec 38: Review of OFDM with CP
    00:00
  • Lec39 (Part-1) – Multirate DSP
    00:00
  • Lec39 (Part-2) – Multirate DSP
    00:00
  • Lec 40 – Multirate DSP
    00:00

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