Advanced Digital Signal Processing Detailed Syllabus for Power Electronics/ Power and Industrial Drives/ Power Electronics and Electric Drives M.Tech first year first 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 first sem is as follows.
M.Tech. I Year I Sem.
Prerequisite: Digital Signal Processing
Course Objectives:
- To have an overview of signals and systems and DFT & FFT Transforms.
- To study the design of IIR & FIR filters.
- To study the applications of DSP techniques in processors.
Course Outcomes: Upon the completion of the course the student will be able to
- Understand types of digital signals and Transforms and its application to signals and systems.
- Design IIR & FIR filters.
- Estimate power spectrum using various methods
UNIT–I: Digital Filter Structures: Block diagram representation – Equivalent Structures – FIR and IIR digital filter Structures AII pass Filters-tunable IIR Digital Sine-cosine generator- Computational complexity of digital filter structures.
UNIT–II: Digital Filter Design: Preliminary considerations- Bilinear transformation method of IIR filter design – design of Low pass high-pass – Band-pass, and Band stop- IIR digital filters – Spectral transformations of IIR filters – FIR filter design –based on Windowed Fourier series – design of FIR digital filters with least – mean square-error – constrained Least –square design of FIR digital filters.
UNIT-III: DSP Algorithme Implémentation: Computation of the discrete Fourier transform- Number representation – Arithmetic operations – handling of overflow – Tunable digital filters – function approximation.
UNIT-IV: Analysis Of Finite Word Length Effects: The Quantization process and errors-Quantization of fixed –point and floating –point Numbers – Analysis of coefficient Quantization effects – Analysis of Arithmetic Round off errors- Dynamic range scaling – signal –to- noise in Low –order IIR filters- Low Sensitivity Digital filter – Reduction of Product round-off errors feedback – Limit cycles in IIR digital filter – Round – off errors in FFT Algorithms.
UNIT-V: Power Spectrum Estimation: Estimation of spectra from Finite Duration Observations signals- Nonpara metric methods for power spectrum Estimation- parametric method for power spectrum Estimation- Estimation of spectral form-Finite duration observation of signals- Non-parametric methods for power spectrum estimation – Walsh methods – Blackman and torchy method.
TEXT BOOKS:
- Digital Signal Processing principles –algorithms and Applications- john G. Proakis –PHI – 3rd edition 2002.
- Digital Time Signal Processing: Alan V. Oppenheim, Ronald W ,Shafer – PHI 1996 1st Edition reprint
- Advanced Digital Signal Processing – Theory and Applications – Glenn Zelniker, Fred J. Taylor.
REFERENCE BOOK:
- Digital Signal Processing – S. Salivahanan . A Vallavaraj C. Gnanapriya –TMH – 2nd reprint 2001.
For all other M.Tech 1st Year 1st Sem syllabus go to JNTUH M.Tech Power Electronics/ Power and Industrial Drives/ Power Electronics and Electric Drives 1st Year 1st Sem Course Structure for (R17) Batch.
All details and yearly new syllabus will be updated here time to time. Subscribe, like us on facebook and follow us on google plus for all updates.
Do share with friends and in case of questions please feel free drop a comment.