Optical 2D Positional Estimation for a Biomimetic Station-Keeping Autonomous Underwater Vehicle

File
Publisher
Florida Atlantic University
Date Issued
2015
EDTF Date Created
2015
Description
Underwater vehicles often use acoustics or dead reckoning for global positioning, which is impractical for low cost, high proximity applications. An optical based positional feedback system for a wave tank operated biomimetic station-keeping vehicle was made using an extended Kalman filter and a model of a nearby light source. After physical light model verification, the filter estimated surge, sway, and heading with 6 irradiance sensors and a low cost inertial measurement unit (~$15). Physical testing with video feedback suggests an average error of ~2cm in surge and sway, and ~3deg in yaw, over a 1200 cm2 operational area. This is 2-3 times better, and more consistent, than adaptations of prior art tested alongside the extended Kalman filter feedback system. The physical performance of the biomimetic platform was also tested. It has a repeatable forward velocity response with a max of 0.3 m/s and fair stability in surface testing conditions.
Note

Includes bibliography.

Language
Type
Extent
135 p.
Identifier
FA00004528
Additional Information
Includes bibliography.
Thesis (M.S.)--Florida Atlantic University, 2015.
FAU Electronic Theses and Dissertations Collection
Date Backup
2015
Date Created Backup
2015
Date Text
2015
Date Created (EDTF)
2015
Date Issued (EDTF)
2015
Extension


FAU

IID
FA00004528
Person Preferred Name

Nunes, Christopher

author

Graduate College
Physical Description

application/pdf
135 p.
Title Plain
Optical 2D Positional Estimation for a Biomimetic Station-Keeping Autonomous Underwater Vehicle
Use and Reproduction
Copyright © is held by the author, with permission granted to Florida Atlantic University to digitize, archive and distribute this item for non-profit research and educational purposes. Any reuse of this item in excess of fair use or other copyright exemptions requires permission of the copyright holder.
http://rightsstatements.org/vocab/InC/1.0/
Origin Information

2015
2015
Florida Atlantic University

Boca Raton, Fla.

Physical Location
Florida Atlantic University Libraries
Place

Boca Raton, Fla.
Sub Location
Digital Library
Title
Optical 2D Positional Estimation for a Biomimetic Station-Keeping Autonomous Underwater Vehicle
Other Title Info

Optical 2D Positional Estimation for a Biomimetic Station-Keeping Autonomous Underwater Vehicle