B.E. (Biomedical Engineering) Digital Signal Processing Abbreviated As DSP Syllabus - Mumbai University
This is the Third Year Biomedical Rev 2019 C Scheme syllabus under REV-2019 'C' Scheme, in force from the academic year 2021-22. The University has not yet published an NEP 2020 syllabus above Semester IV for this branch, and this is the scheme its examinations are set on.
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Syllabus for Digital Signal Processing (abbreviated as DSP)
Module 1
- Basic elements of Digital Signal Processing, concepts of frequency in analog and digital signals, sampling theorem, discrete time signals and systems their properties, Z-transform and properties, Linear & circular convolution, Correlation, DTFT.
Module 2
- Introduction to DFT, Properties of DFT, DIT and DIF, FFT algorithms, use of FFT in linear filtering, discrete cosine transforms.
Module 3
- Review of design of analog Butterworth and Chebyshev filters, frequency transformation in analog domain, design of IIR digital filters using impulse invariance method, design of digital filters using bilinear transformation.
Module 4
- Structure of FIR filters, linear phase filters, filter design using window technique, frequency sampling techniques, finite word length effects in digital filters, realisation of FIR & IIR filters, direct, cascade and parallel forms.
Module 5
- Introduction to digital signal processors, architecture, features, addressing formats, functional mode, introduction to commercial processors, applications.
Module 6
- Preliminaries, biomedical signals (ECG, EMG, EEG) origin & dynamics, statistical preliminaries, time domain filtering (synchronized averaging, moving average), time domain filtering (moving average filter to integration-derivative based operator), Frequency domain filtering (notch Filter), optimal filtering: Weiner filter, adaptive filtering, selecting appropriate filter
Text books
- 1 Digital signal processing Principles Algorithms and Application – Proakis &Manolakis – Third edition PHI
- 2 Digital Signal Processing – Sanjit K. Mithra Tata Mc-graw Hill
- 3 Digital Signal Processing – S. Salivahanan, C. Gnanapriya, Tata McGraw Hill
- 1 Digital signal processing – A.V. Oppenheim and R.W. Schafer - PHI
- 2 Understanding Digital Signal Processing – Richard G. Lyons - Pearson Publication
- 3 Biomedical Digital Signal Processing -- Willis J. Tompkins -- EEE, PHI, 2004
- 4 R M Rangayyan “Biomedical Signal Analysis: A case Based Approach”, IEEE Press, John Wiley & Sons. Inc, 2002 Theory Examination:
Reproduced from the University of Mumbai syllabus for B.E. (Biomedical Engineering) under REV-2019 'C' Scheme, in force from the academic year 2021-22. Wording is as printed in that syllabus. Module numbering is as printed there too.
The complete syllabus
This subject is cut from the University circular for its year. Open a document here if you want the whole thing rather than a single subject.