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Anna Trujillo

Publications and source records attributed to Anna Trujillo.

TPSAS-NF1676L-11455-DND

Adaptive control is well suited for rapidly changing, highly uncertain, and potentially unpredictable, flight dynamics characteristic of upset or damage induced on transport as well as high-performance aircraft. Some of the recent flight experiences of pilot-in-the-loop with an adaptive controller have exhibited unpredicted interactions. In retrospect, this is not surprising once it is realized that there are now two adaptive controllers interacting, the traditional software adaptive control system and the pilot. In order to capture the interaction between the adaptive controller and the pilot, research is being conducted to characterize the pilot as an adaptive controller, to define the interaction between pilots and adaptive controllers, and to then specify the behavior of the controller and the function allocation between the pilot and the adaptive controller during adaptation. This presentation will explain the methodology employed in the current research involving the use of system identification techniques to help characterize pilots and to characterize the interaction of an adaptive controller with a pilot. In particular, system identification appears to be a viable technique for modeling a pilot. Also touched upon in this presentation are possible avenues of augmenting the Hess simplified pursuit model and planned research to further characterize a pilot’s interaction with an adaptive controller.

Anna Trujillo↗

TPSAS-NF1676L-14864-DND

Objective 1: Develop a research test-bed and database to provide data/proof of concept for Ground Control Station (GCS) NAS operations. Objective 2: Coordinate with standards organizations to develop human factors guidelines for GCS operation in the NAS.

Anna Trujillo↗

TPSAS-NF1676L-14989-DND

Objective 1: Develop a research test-bed and database to provide data/proof of concept for Ground Control Station (GCS) NAS operations. Objective 2: Coordinate with standards organizations to develop human factors guidelines for GCS operation in the NAS. Interest in UAS routine access: 1) Federal government – DHS, NOAA, Commerce, Interior, FBI, DOT 2) Military 3) Local governments – police, fire, port authority 4) Commercial – utilities, news agencies, private security, photographers, hobbyists

Anna Trujillo↗

Robust Path-following Controller for Multirotor Vehicles in Uncertain Wind Conditions

This paper presents simulations of L1 adaptive controller on a multirotor vehicle for compensation of convective winds. There are increasing efforts to utilize unmanned vehicles for fighting wildfires, but such vehicles need to be able to compensate for convective updrafts and other uncertainties (e.g., wind shear and turbulence) caused by the wildfire. Other application domains, such as urban air mobility, also must account for convective or uncertain winds present in urban microclimates. Geometric controllers have great tracking performance properties in environments without uncertainties, but the tracking performance degrades when wind disturbances and external loads are present in the environment. Introducing L1 adaptive control into the controller architecture compensates for these wind disturbances and reduces the tracking error caused by such disturbances. The controller architecture is implemented on a small quadrotor. The simulations demonstrate the advantages of the L1 adaptive augmentation for a sample figure-eight trajectory while encountering unknown variable wind conditions with an external load.

John Bullock↗