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AUV state estimation, navigation, and control in the presence of ocean current

Posted on:2017-07-04Degree:M.SType:Thesis
University:University of IdahoCandidate:Osborn, JosephFull Text:PDF
GTID:2460390011488860Subject:Mechanical engineering
Abstract/Summary:
The ability to make oceanographic scientific measurements without the need for fixed hardware is of interest to the US Navy. The Ofice of Naval Research (ONR) has been exploring the feasibility of using autonomous underwater vehicles (AUVs) to conduct such measurements. To this end, the University of Idaho (UI) has developed a fieet of AUVs.;To better operate in the presence of ocean currents, the UI AUVs have been equipped with a higher powered motor. As AUV operations increased in speed, the control gains have been investigated through the use of simulation and field testing to achieve more stable performance.;When making scientific measurements it is crucial to both temporally and spatially localize the AUVs. To accomplish this an extended Kalman filter (EKF) is employed to estimate the position and orientation of the UI AUVs. To improve this state estimation in oceanic environments, a new EKF was designed to directly estimate the ocean currents. These estimated currents have been utilized to adapt the heading controller to account for the efiects of these currents.;The new EKF and adapted heading controller were simulated and subsequently field tested. Although simulation results were promising, an inefiective speed correlation caused large estimation divergence during field testing. Despite this divergence, the concept of estimating currents and leveraging them to improve navigation shows feasibility.
Keywords/Search Tags:Ocean, Currents, Estimation
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