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UWB-Inertial Fusion Location Algorithm Based on Kalman Filtering
- Source :
- ICARCV
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- With the development of industry and commerce, the demands for indoor positioning are increasing. Indoor positioning requires higher reliability, speed and accuracy of the positioning system. However, a single positioning system has its own advantages and disadvantages, which makes it difficult to meet the positioning requirements at the same time. Therefore, this paper proposes a fusion positioning technology that combines ultra-wideband UWB (Ultra-wide Bandwidth) positioning technology and inertial navigation technology using Kalman filter in the case of line of sight. Through the simulation experiment on matlab, by comparing fusion positioning technology with the single UWB positioning technology and the single inertial navigation technology, it is found that the fusion positioning technology improves the positioning accuracy, and meanwhile increases the stability of the system.
- Subjects :
- Fusion
Inertial frame of reference
Positioning system
Computer science
Bandwidth (signal processing)
Real-time computing
020302 automobile design & engineering
020206 networking & telecommunications
02 engineering and technology
Kalman filter
Positioning technology
0203 mechanical engineering
0202 electrical engineering, electronic engineering, information engineering
MATLAB
computer
Inertial navigation system
computer.programming_language
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV)
- Accession number :
- edsair.doi...........dd1a297b7c8b38b656837c1fafd1479b