A Research of Homography-Based Vision-Aided Inertial Navigation System / 基於影像單應性的影像輔助導航系統研究

碩士 / 國立暨南國際大學 / 電機工程學系 / 105 / Currently, the Global Positioning System (GPS) products have been matured and have applied in multiple ways. One of the application is Unmanned Aircraft Vehicle (UAV). The feature points of the UAV are the lower pollution and price, highly freedom to change instrument for the mission, and highly maneuverability in the fly field. Therefore, it will make the easy navigation but there are still some limitations of the GPS aiding, for example, the GPS signal is not efficient indoor because of the attenuation of electromagnetic waves. Therefore, we discuss a vision approach to aid low-cost inertial navigation system (INS) where the vision approach is called homography algorithm.
In this thesis, by using the Kalman filter, we estimate the velocity errors and angular velocity errors from the images to compensate the low-cost INS.

Identiferoai:union.ndltd.org:TW/105NCNU0442004
Date January 2017
CreatorsLIU, CHUN-HAO, 劉存皓
ContributorsLUM, KAI-YEW, 林繼耀
Source SetsNational Digital Library of Theses and Dissertations in Taiwan
Languageen_US
Detected LanguageEnglish
Type學位論文 ; thesis
Format135

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