https://github.com/meetps/ee-779

Assignment codes for EE779 Advanced Topics in Signal Processing
https://github.com/meetps/ee-779

ar-model signal-processing spectral-analysis

Last synced: 7 months ago
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Assignment codes for EE779 Advanced Topics in Signal Processing

• Host: GitHub
• URL: https://github.com/meetps/ee-779
• Owner: meetps
• Created: 2016-07-29T13:20:57.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2016-10-24T14:35:00.000Z (almost 9 years ago)
• Last Synced: 2025-01-04T03:08:39.049Z (9 months ago)
• Topics: ar-model, signal-processing, spectral-analysis
• Language: HTML
• Homepage:
• Size: 46 MB
• Stars: 2
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
## EE-779 Advanced Topics in Signal Processing

### Assignments Solutions

#### Assignment 1

* Power Spectral Estimation using:

  * Periodogram,

  * Welch,

  * Blackman-Tukey

#### Assignment 2

* Power Spectral Estimation using:

  * AR model using autocorrelation,

  * AR model using covariance,

  * MUSIC,

  * Minimum-Norm,

#### Assignment 3

* Direction of Arrival estimation using:

  * Array processing

  * Beamforming

  * Capon's Beamforming

  * Root MUSIC

  * ESPIRIT

#### Assignment 4

* Least squares estimate using:

  * SVD

  * Truncated SVD

  * Tikhonov Regularization

#### Assignment 5

* PCA based face-recognition