Title :
Real-time implementation of a vision-aided integrated navigation system with a tiny vision processing camera module
Author :
Yun, Sukchang ; Lee, Seung Jun ; Lee, Byoung-Jin ; Lee, Young Jae ; Sung, Sangkyung
Author_Institution :
Dept. of Aerosp. Inf. Eng., Konkuk Univ., Seoul, South Korea
Abstract :
This paper aims to implement a GPS/IMU/Vision sensor integrated navigation system which can operate in GPS-denied environments. This system is composed of a small and low-cost GPS, IMU and vision sensor. Both navigation filter and feature point tracking algorithm are loaded to Linux-based embedded processor for real-time operation. In this system, GPS/INS integrated filter and vision-based SLAM filter is used for navigation in that limited environment. With this navigation system outdoor flight test is carried out for proving its feasibility in unstructured environment.
Keywords :
Global Positioning System; Linux; SLAM (robots); embedded systems; image sensors; GPS-denied environment; GPS/INS integrated filter; IMU; Linux-based embedded processor; SLAM filter; feature point tracking; navigation filter; real-time implementation; tiny vision processing camera module; vision sensor integrated navigation system; vision-aided integrated navigation system; Estimation; Global Positioning System; Real time systems; Signal processing algorithms; Simultaneous localization and mapping; Heterogeneous sensor integration; Navigation; Real-Time; SLAM; Vision sensor;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4577-0835-0