Emergent Mind
The Time-Invariant Multidimensional Gaussian Sequential Rate-Distortion Problem Revisited
(1711.09853)
Published Nov 27, 2017
in
math.OC
,
cs.IT
,
and
math.IT
Abstract
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.
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