We show that an algorithm, due to Omura and Schalkwijk, for transmitting real numbers over a white Gaussian noise channel, is most efficient in a minimum-mean-square-error sense because, at least for white Gaussian sources, it achieves the lower bound predicted by Shannon's theory of fidelity criteria (rate-distortion theory).
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T. Kailath (1967) studied this question.
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