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In this paper, we present a matrix‐type adaptive tracking control scheme for a stochastic regression system with multi‐threshold quantized observations and observation uncertainty. This observation uncertainty is described by an additive random noise, whose variance could be a polynomial‐type rate of increase and tends to infinity. Our method, first, to handle simultaneously parameter uncertainty,...