Signal Processing

Fetal Heart Rate Extraction from Abdominal Signals.

Aim: To build a low cost portable device to detect fetal heart rate using an array of ECG electrodes and ADS128

  • Data Acquisition: Developed a Python based algorithm for data extraction and real time noise cancellation for abdominal ECG data
  • Data Cleaning: Implemented filtering techniques in MATLAB to remove maternal ECG and motion artifacts from the raw data
  • Detection: Developed the MATLAB based algorithms for detecting fetal RR peaks from abdominal signals.

MATLAB based Voice Command Recognition System

  • Linear Prediction: Implemented Linear Predictive Coding in MATLAB. Implemented a MATLAB based detector to detect formant peaks in given speech phrases.
  • Command recognition: Used LMS Filtering, MFCC-DTW coecients to detect and execute 5 voice commands from recorded speech signal

Project Details

Date: Apr 22, 2014

Categories: project

Tags: MATLAB, DSP

Website:

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