학술논문

OCP based decentralized data fusion for Autonomous Underwater Vehicles
Document Type
Conference
Source
2013 International Conference on Information Technology and Electrical Engineering (ICITEE) Information Technology and Electrical Engineering (ICITEE), 2013 International Conference on. :465-469 Oct, 2013
Subject
Communication, Networking and Broadcast Technologies
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Ultrasonic variables measurement
Acoustics
Autonomous Underwater Vehicle
Open Control Platform
Decentralized Data fusion
Unscented Kalman Filter
Language
Abstract
In this paper, an online decentralized multisensor data fusion algorithm facilitated by middleware networked using CORBA event channel is proposed, in order to deal with simplifying problem in sensor registration and fusion for vehicle state estimation. The networked based navigation concept for Autonomous Underwater Vehicle (AUV) using several sensors is presented. A simulation of various application scenarios are considered by choosing several parameters of UKF, i.e. weighting constant for sigma points and square root matrix. Normalized mean-square error (MSE) of Monte Carlo simulations are computed and reported in the simulation results. Furthermore, the middleware infrastructure based on Open Control Platform (OCP) to support the interconnection between the whole filter structures also reported.