This paper provides bounds on the rate-distortion region for the distributed compression scenario where two (or more) sources are compressed separately for a decoder that has access to side information. Conclusive rate-distortion results are found for the case where the sources are conditionally independent, given the side information.
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Michael Gastpar (2004) studied this question.
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