Advanced Digital Signal Processing Detailed Syllabus for Control Engineering/ Control Systems 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.
Prerequisite: Digital signal processing
Course Objectives:
- To emphasize the advanced concepts of digital signal processing and the mathematical basis of discrete time signal analysis.
- To introduce the implementation of DSP algorithms and power spectrum analysis.
Course Outcomes: Upon the completion of this course, the students will be able to
- Solve the various types of practical problems of DSP processors.
- Develop DSP based real time systems.
- Design and analyze various filters.
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 Algorithm Implementation: 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- Nonparametric 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:
- Sanjit K. Mitra, Digital signal processing – TMH second edition
- Alan V. Oppenheim, Ronald W, Shafer, Discrete Time Signal Processing – PHI 1996 1ST Edition reprint
- John G. Proakis, Digital Signal Processing principles – Algorithms and Applications – PHI – 3 RD edition 2002.
REFERENCES:
- S Salivahanan. A. Vallavaraj C. Gnanapriya, Digital Signal Processing – TMH – 2nd reprint 2001.
- Lourens R Rebinarand Bernold, Theory and Applications of Digital Signal Processing.
- Auntoniam, Digital Filter Analysis and Design, TMH.
For all other M.Tech 1st Year 2nd Sem syllabus go to JNTUH M.Tech Control Engineering/ Control Systems 1st Year 2nd Sem Course Structure for (R17) Batch.
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