Advanced Digital Signal Processing Detailed Syllabus for Embedded Systems & VLSI Design/VLSI and Embedded Systems/ Electronics Design Technology M.Tech first year second sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.
The detailed syllabus for Advanced Digital Signal Processing M.Tech 2017-2018 (R17) first year second sem is as follows.
M.Tech. I Year II Sem.
UNIT –I : Review of DFT, FFT, IIR Filters and FIR Filters: Introduction to filter structures (IIR & FIR). Implementation of Digital Filters, specifically 2nd Order Narrow Band Filter and 1st Order All Pass Filter. Frequency sampling structures of FIR, Lattice structures, Forward prediction error, Back ward prediction error, Reflection coefficients for lattice realization, Implementation of lattice structures for IIR filters, Advantages of lattice structures.
UNIT -II : Non-Parametric Methods: Estimation of spectra from finite duration observation of signals, Nonparametric Methods: Bartlett, Welch & Blackman-Tukey methods, Comparison of all Non-Parametric methods
UNIT – III : Parametric Methods: Autocorrelation & Its Properties, Relation between auto correlation & model parameters, AR Models – Yule-Walker & Burg Methods, MA & ARMA models for power spectrum estimation, Finite word length effect in IIR digital Filters – Finite word-length effects in FFT algorithms.
UNIT –IV : Multi Rate Signal Processing: Introduction, Decimation by a factor D, Interpolation by a factor I, Sampling rate conversion by a rational factor I/D, Multistage Implementation of Sampling Rate Conversion, Filter design & Implementation for sampling rate conversion. Examples of up-sampling using an All Pass Filter.
UNIT –V : Applications of Multi Rate Signal Processing: Design of Phase Shifters, Interfacing of Digital Systems with Different Sampling Rates, Implementation of Narrow Band Low Pass Filters, Implementation of Digital Filter Banks, Subband Coding of Speech Signals, Quadrature Mirror Filters, Transmultiplexers, Over Sampling A/D and D/A Conversion.
TEXT BOOKS:
- J.G.Proakis & D. G. Manolakis, “Digital Signal Processing: Principles, Algorithms & Applications”, 4th Edition, PHI.
- Alan V Oppenheim & Ronald W Schaffer, “Discrete Time signal processing “, PHI.
- Emmanuel C. Ifeacher, Barrie. W. Jervis, “DSP – A Practical Approach”, 2nd Edition, Pearson Education.
REFERENCE BOOKS:
- S. M .Kay, “Modern spectral Estimation: Theory & Application “, 1988, PHI.
- P.P.Vaidyanathan, “Multi Rate Systems and Filter Banks”, Pearson Education.
- Kaluri V. Rangarao, Ranjan K. Mallik, “Digital Signal Processing: A Practitioner’s Approach”, ISBN: 978-0-470-01769-2, 210 pages, November 2006 John Weley.
- S.Salivahanan, A.Vallavaraj, C.Gnanapriya, “Digital Signal Processing”, 2000,TMH
For all other M.Tech 1st Year 2nd Sem syllabus go to JNTUH M.Tech Embedded Systems & VLSI Design/VLSI and Embedded Systems/ Electronics Design Technology 1st Year 2nd Sem Course Structure for (R17) Batch.
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