Redundancy of the detectability condition for the optimal matrix pair
Let be a solution of the convex optimization in, with matrices , , , and as in Theorem. The matrix pair formed using the pseudoinverse is
A matrix pair is detectable when the associated linear system satisfies the detectability condition.
Detectability redundancy conjecture. The detectability condition in Theorem is redundant: if solves the optimization in, then is detectable.
The detectability condition is required in the paper to establish achievability of the convex-optimization upper bound for the feedback capacity, although the condition can be checked through an LMI optimization. The conjecture is based on extensive simulations; the supplied text gives no proof or resolution.
References
Primary source
Oron Sabag, Victoria Kostina and Babak Hassibi, “Feedback capacity of Gaussian channels with memory”, arXiv:2207.10580 (2022).
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