Low-Cost 3-D Positioning System Based on SEMG and MIMU

被引:7
作者
Ren, Chunhua [1 ]
Fu, Tianda [1 ]
Zhou, Meilin [1 ]
Hu, Xiaoming [1 ]
机构
[1] Chongqing Univ, Minist Educ, Key Lab Optoelect Technol & Syst, Chongqing 400030, Peoples R China
关键词
Microinertial measurement unit (MIMU); motion pattern recognition; position; surface electromyography (SEMG);
D O I
10.1109/TIM.2017.2789099
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
With the development of the ubiquitous pedestrian position in environments where global navigation satellite system is unavailable or there is no preinstalled wireless device for positioning, the use of self-contained sensors becomes more important. Thus, this paper proposed a 3-D pedestrian position system combined with commercial microelectromechanical systems microinertial measurement unit (MIMU) and surface electromyography (SEMG) sensor. The signal of the SEMG is used mainly in two aspects: 1) to improve the recognition rate of motion pattern and 2) to obtain the more accurate 3-D velocity contrasted to MIMU. Therefore, satisfied 3-D position accuracy is obtained in two different terrain environments.
引用
收藏
页码:876 / 884
页数:9
相关论文
共 27 条
[1]   Moving approximate entropy applied to surface electromyographic signals [J].
Ahmad, Siti A. ;
Chappell, Paul H. .
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2008, 3 (01) :88-93
[2]  
[Anonymous], 2016, IEEE INT INSTRUMENTA
[3]   sEMG based ANN for Shoulder Angle Prediction [J].
Aung, Yee Mon ;
Al-Jumaily, Adel .
INTERNATIONAL SYMPOSIUM ON ROBOTICS AND INTELLIGENT SENSORS 2012 (IRIS 2012), 2012, 41 :1009-1015
[4]   Assessment of Foot Kinematics During Steady State Running Using a Foot-Mounted IMU [J].
Bailey, G. P. ;
Harle, R. .
ENGINEERING OF SPORT 10, 2014, 72 :32-37
[5]   An Indoor Localization System for Telehomecare Applications [J].
Ballardini, Augusto Luis ;
Ferretti, Lorenzo ;
Fontana, Simone ;
Furlan, Axel ;
Sorrenti, Domenico Giorgio .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 46 (10) :1445-1455
[6]   Sensing strides using EMG signal for pedestrian navigation [J].
Chen, Ruizhi ;
Chen, Wei ;
Chen, Xiang ;
Zhang, Xu ;
Chen, Yuwei .
GPS SOLUTIONS, 2011, 15 (02) :161-170
[7]   Comparison of EMG-based and Accelerometer-based Speed Estimation Methods in Pedestrian Dead Reckoning [J].
Chen, Wei ;
Chen, Ruizhi ;
Chen, Xiang ;
Zhang, Xu ;
Chen, Yuwei ;
Wang, Jianyu ;
Fu, Zhongqian .
JOURNAL OF NAVIGATION, 2011, 64 (02) :265-280
[8]   Design and Evaluation of a Teleoperated Robotic 3-D Mapping System using an RGB-D Sensor [J].
Du, Jianhao ;
Mouser, Craig ;
Sheng, Weihua .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 46 (05) :718-724
[9]   Motion Mode Recognition for Indoor Pedestrian Navigation Using Portable Devices [J].
Elhoushi, Mostafa ;
Georgy, Jacques ;
Noureldin, Aboelmagd ;
Korenberg, Michael J. .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2016, 65 (01) :208-221
[10]   A Self-Calibration Method for Accelerometer Nonlinearity Errors in Triaxis Rotational Inertial Navigation System [J].
Gao, Pengyu ;
Li, Kui ;
Wang, Lei ;
Liu, Zengjun .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2017, 66 (02) :243-253