ECG Codec

• 1. Installation
• 2. Usage
• 3. ECG Data Compression Review
  • 3.1. History
  • 3.2. Compressive Sensing
  • 3.3. Performance Metrics
  • 3.4. Datasets
  • 3.5. Sparse Binary Sensing Matrices
• 4. Codec B
  • 4.1. Architecture
  • 4.2. Implementation
  • 4.3. Experiments
• 5. Bibliography
• 6. Index
• 7. API Docs
  • 7.1.1. skecg.cs.codec_b.EncoderParams
  • 7.1.2. skecg.cs.codec_b.EncodedData
  • 7.1.3. skecg.cs.codec_b.encode
  • 7.1.4. skecg.cs.codec_b.DecodedData
  • 7.1.5. skecg.cs.codec_b.decode
  • 7.1.6. skecg.cs.codec_b.CompressionStats
  • 7.1.7. skecg.cs.codec_b.compression_stats
  • 7.2.1. skecg.cs.codec_b.EncodedFrame
  • 7.2.2. skecg.cs.codec_b.EncodedStream
  • 7.2.3. skecg.cs.codec_b.encode_frame
  • 7.2.4. skecg.cs.codec_b.sense
  • 7.2.5. skecg.cs.codec_b.build_sensor

This project focuses on the development of codec architecture for ECG data using compressive sensing and arithmetic coding technologies. The codec has been implemented in Python. It can be easily installed as a library as well as used over the command line.