Real-Time Passive Magnetic Localization Based on Restricted Kinematic Property for Tongue-Computer-Interface
2019 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)(2019)
摘要
For severe paralyzed individuals, free communications with the environment are of great importance. However, constrained by their body functions, available interaction technologies are limited. Tongue-computer-interface based on passive magnetic marking takes advantages of high flexibility and fatigue-resistance in physiological sense, and provides a basis for a self-sufficiency life. As control signals, the real-time tongue movements are required to be derived by solving a nonlinear inverse magnetic problem with forward magnetic dipole model. This paper proposes a combined localization algorithm with pre-calibrated location-orientation mapping database based on restricted kinematic property of target motion. The simulation results show that the developed localization method can provide improved tracking accuracy with good real-time capability.
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关键词
Tongue-Computer-Interface,magnetic localization,Levenberg-Marquardt (LM) algorithm,magnetic dipole
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