Adaptive Signal Processing detailed syllabus for Electronics & Communication Engineering (ECE) for 2020-21 regulation curriculum has been taken from the Rajasthan Technical University official website and presented for the electronics & communication engineering students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Electronics & Communication Engineering 8th Sem scheme and its subjects, do visit ECE 8th Sem 2020-21 regulation scheme. For Program Elective-2 scheme and its subjects refer to ECE Program Elective-2 syllabus scheme. The detailed syllabus of adaptive signal processing is as follows.
Unit 1
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Unit 2
General concept of adaptive filtering and estimation, applications and motivation, Review of probability, random variables and stationary random processes, Correlation structures, properties of correlation matrices.
Unit 3
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Unit 4
Signal space concepts – introduction to finite dimensional vector space theory, subspace, basis, dimension, linear operators, rank and nullity, inner product space, orthogonality, Gram-Schmidt orthogonalization, concepts of orthogonal projection, orthogonal decomposition of vector spaces.
Unit 5
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Unit 6
Introduction to recursive least squares (RLS), vector space formulation of RLS estimation, pseudo-inverse of a matrix, time updating of inner products, development of RLS lattice filters, RLS transversal adaptive filters. Advanced topics: affine projection and subspace based adaptive filters, partial update algorithms, QR decomposition and systolic array.
Text/Reference Books:
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
For detailed syllabus of all other subjects of Electronics & Communication Engineering, 2020-21 regulation curriculum do visit ECE 8th Sem subject syllabuses for 2020-21 regulation.
For all Electronics & Communication Engineering results, visit Rajasthan Technical University electronics & communication engineering all semester results direct link.