Dissipativity Verification With Guarantees for Polynomial Systems From Noisy Input-State Data
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2020.3037842
Abstract: In this letter, we investigate the verification of dissipativity properties for polynomial systems without an explicitly identified model but directly from noise-corrupted measurements. Contrary to most data-driven approaches for nonlinear systems, we determine dissipativity properties… read more here.
Keywords: polynomial systems; verification; noisy input; input state ... See more keywords
Traffic State Data Imputation: An Efficient Generating Method Based on the Graph Aggregator
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3119638
Abstract: Road traffic state estimation is an essential component of intelligent transportation systems (ITSs). However, road traffic state data collected by traffic detectors are often incomplete, which can cause problems across a variety of transportation applications,… read more here.
Keywords: road; traffic state; state; traffic ... See more keywords