Title :
Dependable navigation in GPS denied environment: A multi-sensor fusion technique
Author :
Ilyas, M. ; Kuk Cho ; Sangdeok Park ; Seung-Ho Baeg
Author_Institution :
Korea Inst. of Ind. Technol. (KITECH), Incheon, South Korea
Abstract :
This paper deals with finding a dependable navigation solution using multiple sensors mount and exploiting the available sensor´s synergetic characteristics. We present two fusion techniques commonly known as centralized and decentralized and show that multisensor fusion is better option than individual sensors for reliable navigation. GPS, encoders are used as INS aiding sensors for which a sensor quality module is designed to get robust estimates at filter output. Experimental results are quite promising and cost effective compared with using high cost and bulky Span-SE system reference navigation unit, for achieving the comparable accuracy. Choice of multi-sensor aiding has benefit over single sensor. Our proposed navigation suit provides reliable accuracy for Unmanned Ground Vehicles (UGV) application in GPS denied environment, such as forest canopy and urban canyon.
Keywords :
Global Positioning System; filtering theory; image fusion; inertial navigation; mobile robots; remotely operated vehicles; robot vision; GPS denied environment; INS aiding sensors; UGV; autonomous mobile robot; bulky Span-SE system reference navigation unit; centralized technique; decentralized technique; dependable navigation solution; filter output; forest canopy; global positioning system; multisensor aiding; multisensor fusion technique; sensor quality module; sensor synergetic characteristics; unmanned ground vehicle application; urban canyon; Global Positioning System; Robustness; CEKF; DEKF; Multi-sensor fusion; UGV;
Conference_Titel :
Robotics (ISR), 2013 44th International Symposium on
Conference_Location :
Seoul
DOI :
10.1109/ISR.2013.6695717