Monday 27 August 2012

Established Project Workflow


07:14 pm

Have been doing a lot of reading through for my project "Analysis of audio output of the ultrasound doppler for diagnostic applications using signal processing techniques". Have established a few facts, and planned out the project workflow.

Inline image 3

  • ·         Signal Processing : Power Spectral Density Analysis, Spectogram --> STFT & FFT, Wavelet Transform [Comparison / Need papers to decide which to opt for and why]
  • ·         Recognition / Classification : Based on Adaptive signal Processing using Neural Networks

Both of the above stages will need the knowledge and programming with MATLAB.
What I am currently hunting for are any papers which enlist and throw more light on the kinds of audio doppler sounds that can be heard. This knowledge will help in Classification of the processed signal.
Also, very importantly, need either a soft or a hard copy of the book: Digital Signal Processing by David Pillai.

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