Biomedical Signal Processing detailed syllabus scheme for B.Tech Biomedical Engineering (BM), 2019-20 onwards has been taken from the DBATU official website and presented for the Bachelor of Technology students. For Subject Code, Course Title, Lecutres, Tutorials, Practice, Credits, and other information, do visit full semester subjects post given below.
For all other DBATU Syllabus for Biomedical Engineering 5th Sem 2019-20, do visit BM 5th Sem 2019-20 Onwards Scheme. The detailed syllabus scheme for biomedical signal processing is as follows.
Biomedical Signal Processing Syllabus for Biomedical Engineering (BM) 3rd Year 5th Sem 2019-20 DBATU
Course Objectives:
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Course Outcomes:
- To learn the fundamental concepts of signal processing
- To apply common signal processing techniques for various biomedical signals.
Unit I
Fundamentals Of Signal Processing
Sampling and aliasing, Signal reconstruction, Signal conversion systems, Circular convolution Correlation, Autocorrelation, Cross correlation, FFT, decimation in time algorithm, Decimation in Frequency algorithm.
Unit II
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Unit III
Wavelet And Speech Processing
Introduction to wavelets, Time frequency representation, Discrete wavelet transform, pyramid algorithm, Comparison of Fourier transform and wavelet transform, Speech analysis, Cepstrum, Homomorphic filtering of speech signals, EEG signal characteristics, EEG analysis.
Unit IV
Analysis Of Biosignals
Automatic analysis and classification of ECG, P-wave detection, QRS complex detection, Correlation analysis of ECG signals, Signal averaged ECG, Analysis of Heart Rate variability, Synchronized averaging of PCG envelopes, envelogram, Analysis of PCG signal, Analysis of EMG signal.
Unit V
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Text Books:
- John G, Proakis and Dimitris Manolakis G. “Digital Signal Processing, Algorithms and Applications”, PHI of India Ltd., New Delhi, fourth Edition, 2007.
- Rangaraj M Rangayyan, “Biomedical signal processing”, IEEE press, first edition, 2002.
Reference Books:
- Reddy D.C, “Biomedical Signal Processing: Principles and Techniques”, Tata McGraw-Hill, New Delhi,2nd edition ,2005.
- Sanjit. K, Mitra “Digital Signal Processing”, A Computer Based Approach”, Tata McGraw-Hill, New Delhi, fourth edition 2011.
For detail syllabus of all other subjects of Biomedical Engineering (BM) 5th Sem 2019-20 regulation, visit BM 5th Sem Subjects syllabus for 2019-20 regulation.