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Numerical Calculation of Rate-Distortion Function of Information Source |
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PP: 113-116 |
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Author(s) |
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Qianzhao Lei,
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Abstract |
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| In order to maximize transmission efficiency, fully use available channels, we need to solve
rate-distortion function of information source R(D) . For a given source, presented the distortion
matrix, and set the accuracy ε, an iterative method can be used to get R(D) . Firstly, given the initial
value of parameter S, which meaning the slope of the sought graph, matrix of the channel transition
probabilities and the average distortion D with parameter S were calculated; then 0 D £ D as fidelity
criteria, whether n 1 n D D e + − £ being true as iteration sentencing guidelines, iterative computation
was done until the parameters of S close enough to 0. The rate-distortion curve simulated by iteration
method fits well with the theoretical value, the simulation can provide theoretical guidance for
determining the best encoding method. |
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