Real-Time Passive Magnetic Localization Based on Restricted Kinematic Property for Tongue-Computer-Interface

被引:0
|
作者
Shen, Hui-Min [1 ,2 ]
Ge, Di [1 ]
Lian, Chong [1 ]
Yue, Yang [1 ]
机构
[1] Univ Shanghai Sci & Technol, Shanghai 200093, Peoples R China
[2] State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Peoples R China
基金
中国国家自然科学基金;
关键词
Tongue-Computer-Interface; magnetic localization; Levenberg-Marquardt (LM) algorithm; magnetic dipole; ORIENTATION; MOVEMENT; PEOPLE; MOTION;
D O I
10.1109/aim.2019.8868405
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
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.
引用
收藏
页码:447 / 452
页数:6
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