Learning Dynamical Systems From Quantized Observations: A Bayesian Perspective
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2021.3122385
Abstract: Identification of dynamical systems from low-resolution quantized observations presents several challenges because of the limited amount of information available in the data and since proper algorithms have to be designed to handle the error due… read more here.
Keywords: learning dynamical; quantized observations; systems quantized; dynamical systems ... See more keywords
Parameter Estimation in PMCW MIMO Radar Systems With Few-Bit Quantized Observations
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3146790
Abstract: We consider the problem of target parameter estimation in phase modulated continuous wave (PMCW) multiple-input multiple-output (MIMO) radar systems with quantized observations. We derive the Cramér-Rao bound (CRB) for jointly estimating targets’ amplitudes, time delays,… read more here.
Keywords: radar systems; pmcw; parameter estimation; quantized observations ... See more keywords