Data-driven retrospective cost adaptive control for flight control applications

SAU Islam, TW Nguyen, IV Kolmanovsky… - Journal of Guidance …, 2021 - arc.aiaa.org
Unlike fixed-gain robust control, which trades off performance with modeling uncertainty,
direct adaptive control uses partial modeling information for online tuning. The present …

Adaptive control of discrete-time systems with unknown, unstable zero dynamics

SAU Islam, TW Nguyen, IV Kolmanovsky… - 2020 American …, 2020 - ieeexplore.ieee.org
Adaptive control of systems with poorly known or unmodeled unstable zero dynamics
remains a challenging problem. This paper presents an extension of retrospective cost …

Data-Driven Retrospective Cost Adaptive Control

SAU Islam - 2021 - deepblue.lib.umich.edu
This dissertation develops data-driven retrospective cost adaptive control (DDRCAC) and
applies it to flight control. DDRCAC combines retrospective cost adaptive control (RCAC), a …