National Institute of Technology Rourkela

राष्ट्रीय प्रौद्योगिकी संस्थान राउरकेला

ଜାତୀୟ ପ୍ରଯୁକ୍ତି ପ୍ରତିଷ୍ଠାନ ରାଉରକେଲା

An Institute of National Importance

Syllabus

Course Details

Subject {L-T-P / C} : BM3705 : Biomedical Signal Processing Laboratory { 0-0-2 / 1}

Subject Nature : Practical

Coordinator : Dr. Anju R. Babu

Syllabus

Introduction to MATLAB- Characteristics of Continuous Periodic Signal, Continuous and Display of Continuous-Time sinusoidal Signals, Generation and display of continuous-time exponential signals, sawtooth and square wave, pulse train wave, Signal Analysis- Convolution of a first-order system, Compare the ECG signal with sinusoids, Fourier series Analysis Decomposition Reconstruction- Fourier series analysis of the EEG signal, Perform a discrete Fourier series analysis on the triangular waveform. Spectra analysis with the FFT- Reconstruct waveform, Impulse Response of the System, Moving average filter.

Course Objectives

  • The students will familiarize themselves with the Matlab® software
  • The students will be able to analyze different biomedical signals
  • The students will be able to apply their knowledge on digital signal processing for processing biomedical signals

Course Outcomes

Familiarize with the signal processing-related operations <br />Gain knowledge of digital signal processing for processing biomedical signals <br />Gain an understanding of the fundamentals of acquired and filtering of bio signals <br />Apply knowledge of frequency-domain signal processing of biomedical signals <br />Identify and effectively implement appropriate algorithms for biomedical signal analysis.

Essential Reading

  • Sandra L. Harris and R. A. Schilling, Introduction to Digital Signal Processing using MATLAB, Cengage , Second Edition, 2013
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Supplementary Reading

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