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Sensors (Basel, Switzerland)·2023
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Dynamic Injection and Permutation Coding for Enhanced Data Transmission.

Kehinde Ogunyanda1, Opeyemi O Ogunyanda2, Thokozani Shongwe3

  • 1BT Group, London E1 8EE, UK.

Entropy (Basel, Switzerland)
|August 29, 2024
PubMed
Summary

This study introduces a dynamic adaptation scheme for cyclic permutation coding (CPC) to boost spectral efficiency in communication systems. The novel method optimizes coding based on channel conditions, improving data transmission reliability and efficiency.

Keywords:
adaptive codingcoding with injectionspermutation codingpower line communicationsspectral efficiency

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Area of Science:

  • Communication Systems Engineering
  • Information Theory
  • Signal Processing

Background:

  • Cyclic permutation coding (CPC) offers improved Hamming distance for data transmission.
  • Traditional CPC methods can suffer from low data rates.
  • Injection techniques partially address low data rates by modifying the CPC codebook.

Purpose of the Study:

  • To enhance spectral efficiency in communication systems.
  • To develop a dynamic adaptation scheme for CPC.
  • To improve data transmission reliability and efficiency under varying channel conditions.

Main Methods:

  • Dynamically adjusting the mapping between cyclic permutation coding (CPC) and its injected form.
  • Monitoring channel conditions, including interference levels and impulsive noise strength.
  • Implementing injection techniques by removing δ columns from the CPC codebook.

Main Results:

  • The proposed dynamic adaptation scheme outperforms conventional permutation coding and injection schemes.
  • A generalized mathematical expression relating spectral efficiencies of both coding schemes was derived.
  • The system demonstrated optimized coding for maximized data transmission reliability and efficiency.

Conclusions:

  • The dynamic adaptation approach ensures efficient and reliable communication in environments with interference and impulsive noise.
  • This method has potential applicability in systems like power line communications.
  • Optimizing CPC through dynamic adaptation significantly enhances spectral efficiency.