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Transmission Line Design Considerations01:23

Transmission Line Design Considerations

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Uniform Depth Channel Flow

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Basic Discrete Time Signals01:16

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Transfer function and Bode Plots-I01:19

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Related Experiment Videos

Source-channel optimized trellis codes for bitonal image transmission over AWGN channels.

J M Kroll1, N Phamdo

  • 13Com, Mt. Prospect, IL 60056, USA. James_Kroll@mw.3com.com

IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
|February 13, 2008
PubMed
Summary

Source-channel optimized (SCO) trellis codes significantly improve binary image transmission over additive white Gaussian noise (AWGN) channels, outperforming traditional methods and Ungerboeck codes for better image quality.

Related Experiment Videos

Area of Science:

  • Digital Communications
  • Information Theory
  • Image Processing

Background:

  • Binary image transmission over noisy channels presents significant challenges.
  • Existing methods like Ungerboeck codes and traditional tandem systems have performance limitations.

Purpose of the Study:

  • To design and evaluate Source-Channel Optimized (SCO) trellis codes for binary image transmission over Additive White Gaussian Noise (AWGN) channels.
  • To compare the performance of SCO codes against Ungerboeck codes and traditional tandem systems.

Main Methods:

  • Modeling binary images as Binary Asymmetric Markov Sources (BAMS).
  • Designing SCO trellis codes tailored for BAMS and AWGN channels.
  • Implementing and comparing SCO codes, modified Ungerboeck codes, and a traditional tandem system (Huffman, convolutional, interleaver, Ungerboeck).

Main Results:

  • SCO codes demonstrated a 1.1 dB superiority over Ungerboeck codes at a 10^-5 bit error probability.
  • A "mapping conversion" technique improved Ungerboeck codes by 0.4 dB under the same conditions.
  • The SCO system significantly outperformed the traditional tandem system.
  • Facsimile image tests showed the SCO code yielded the best reconstructed image quality at 4-5 dB channel SNR.

Conclusions:

  • SCO trellis codes offer a superior approach for reliable binary image transmission over AWGN channels.
  • The proposed SCO design method provides enhanced performance and image quality compared to existing techniques.
  • Further improvements to Ungerboeck codes are possible through simple mapping conversion techniques.