The Time-Invariant Multidimensional Gaussian Sequential Rate-Distortion Problem Revisited

27 Nov 2017  ·  Stavrou Photios A., Tanaka Takashi, Tatikonda Sekhar ·

We revisit the sequential rate-distortion (SRD) trade-off problem for vector-valued Gauss-Markov sources with mean-squared error distortion constraints. We show via a counterexample that the dynamic reverse water-filling algorithm suggested by [1, eq... (15)] is not applicable to this problem, and consequently the closed form expression of the asymptotic SRD function derived in [1, eq. (17)] is not correct in general. Nevertheless, we show that the multidimensional Gaussian SRD function is semidefinite representable and thus it is readily computable. read more

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