Transform Techniques Detailed Syllabus for Systems and Signal Processing 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.<\/p>\n
The detailed syllabus for Transform Techniques M.Tech 2017-2018 (R17) first year first sem is as follows.<\/p>\n
M.Tech. I Year I Sem.<\/p>\n
UNIT -I : Fourier analysis:<\/strong> Vector space, Hilbert spaces, Fourier basis, FT- Limitations of Fourier Analysis, Need for time-frequency analysis, DFT, 2D-DFT: Definition, Properties and Applications, IDFT, Hilbert Transform, STFT.<\/p>\n UNIT -II : Transforms:<\/strong> Walsh, Hadamard, Haar and Slant Transforms, DCT, DST, KLT,\u2013 definition, properties and applications<\/p>\n UNIT -III : Continuous Wavelet Transform (CWT):<\/strong> Short comings of STFT, Need for wavelets, Wavelet Basis Concept of Scale and its relation with frequency, Continuous time wavelet Transform Equation- Series Expansion using Wavelets- CWT- Tiling of time scale plane for CWT. Important Wavelets: Haar, Mexican Hat, Meyer, Shannon, Daubechies.<\/p>\n UNIT -IV : Multi Rate Analysis and DWT:<\/strong> Need for Scaling function \u2013 Multi Resolution Analysis, Two-Channel Filter Banks, Perfect Reconstruction Condition, Relationship between Filter Banks and Wavelet Basis, DWT, Structure of DWT Filter Banks, Daubechies Wavelet Function, Applications of DWT.<\/p>\n UNIT -V : Special Topics:<\/strong> Wavelet Packet Transform, Multidimensional Wavelets, Bi-orthogonal basis- BSplines, Lifting Scheme of Wavelet Generation, Multi Wavelets<\/p>\n TEXT BOOKS:<\/strong><\/p>\n REFERENCE BOOKS:<\/strong><\/p>\n\n
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