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JOURNAL OF ZHEJIANG UNIVERSITY (ENGINEERING SCIENCE)  2018, Vol. 52 Issue (7): 1247-1252    DOI: 10.3785/j.issn.1008-973X.2018.07.003
Robot Modeling and Contro     
Multi-sensor positioning system for humanoid robot
KE Xian-xin, ZHANG Wen-zhen, YANG Yang, WEN Lei
School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200072, China
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Abstract  

A multi-sensor localization system was designed in order to improve the positioning accuracy and reliability of human-computer interaction system for humanoid robot SHFR-Ⅲ. The system included an infrared positioning system based on vertical array of thermal pyroelectric infrared sensors, an aural positioning system based on triangular array of auditory sensors and a binocular vision positioning system. A weight fusion algorithm in which weights varied to adapt to target location and external environment was presented, and three sensors' data were fused as the final positioning result. The experimental results show that the multi-sensor positioning system has fewer restrictions and more environmental adaptability compared with a single-sensor positioning system. The system effectively improves the overall positioning accuracy and reliability of the interaction system.



Received: 03 January 2018      Published: 26 June 2018
CLC:  TP242  
Cite this article:

KE Xian-xin, ZHANG Wen-zhen, YANG Yang, WEN Lei. Multi-sensor positioning system for humanoid robot. JOURNAL OF ZHEJIANG UNIVERSITY (ENGINEERING SCIENCE), 2018, 52(7): 1247-1252.

URL:

http://www.zjujournals.com/eng/10.3785/j.issn.1008-973X.2018.07.003     OR     http://www.zjujournals.com/eng/Y2018/V52/I7/1247


仿人机器人多传感器定位系统

为了提高仿人机器人SHFR-Ⅲ人机交互系统的定位精度和定位可靠性,设计多传感器定位系统,包括基于热释电红外传感器垂直阵列的红外定位系统、基于听觉传感器三角形阵列的听觉定位系统和基于立体双目视觉的视觉定位系统.提出权重随目标位置和外部环境可变的加权平均融合算法,将3种定位数据的融合结果作为最终定位结果.实验结果证明:多传感器定位系统的限制条件比单传感器定位系统更少,环境适应性更强,有效提高了交互系统的整体定位精度和可靠性.

[1] YANG Y X, LIU Y J, JIAO X J, et al. Research progress on human body localization in smart home system[J]. Chinese Journal of Biomedical Engineering, 2013,7(5):467-470.
[2] LEE D W, LEE M J, KIM M S. Whole body imitation of human motion with humanoid robot via ZMP stability criterion[C]//International Conference on Humanoid Robots. Seoul:IEEE, 2015:1003-1006.
[3] CID F, MORENO J, BUSTOS P, et al. Muecas:a multi-sensor robotic head for affective human robotinteraction and imitation[J]. Sensors, 2014, 14(5):7711-7737.
[4] SCHILLINGMANN L, NAGAI Y. Yet another gaze detector:an embodied calibration free system for the iCub robot[C]//International Conference on Humanoid Robots. Seoul:IEEE, 2015:8-13.
[5] LIN H I, CHOU C C. Humanoid robot motion imitation using kinect[C]//International Conference on Advanced Robotics and Intelligent Systems. Taipei:IEEE, 2015:1-4.
[6] 杨保国,喻思娈.女神"佳佳",高的不仅是颜值[N]. 人民日报, 2016-04-22(20). YANG Bao-guo, YU Si-luan. Goddess "Allison", not only is the value of Yan[N]. People's Daily, 2016-04-22(20).
[7] YANG B, WEI Q F, ZHANG M. Multiple human location in a distributed binary pyroelectric infrared sensor network[J]. Infrared Physics and Technology, 2017,85(9):216-224.
[8] 李振兴,谭洪,李开成,等.基于热释电红外传感器的人体追踪电机控制的应用[J].电测与仪表, 2017,54(10):108-112. LI Zhen-xing, TAN Hong, LI Kai-cheng, et al. Application of human body tracking motor control based on pyroelectric infrared sensor[J]. Electrical Measurement and Instrumentation, 2017, 54(10):108-112.
[9] 李等.基于热释电红外传感器的人体定位系统研究[D].武汉:武汉理工大学,2015. LI Deng. Research on human body positioning system based on pyroelectric infrared sensors[D]. Wuhan:Wuhan University of Technology, 2015.
[10] 孙乔,杨卫,张文栋,等.动态热释电传感器网络目标跟踪技术研究[J].光电子·激光,2013, 24(12):2399-2403. SUN Qiao, YANG Wei, ZHANG Wen-dong, et al. Dynamic pyroelectric sensor network target tracking technology research[J]. Optoelectronics·Laser, 2013, 24(12):2399-2403.
[11] 叶诚,杨淑莹.基于到达时间差的声源定位算法与实现[J].天津理工大学学报,2015,31(02):50-54. YE Cheng, YANG Shu-ying. Sound source localization algorithm and implementation based on time difference of arrival[J]. Journal of Tianjin University of Technology, 2015, 31(02):50-54.
[12] 赵霞,袁家政,刘宏哲.基于视觉的目标定位技术的研究进展[J].计算机科学, 2016,43(06):10-16. ZHAO Xia, YUAN Jia-zheng, LIU Hong-zhe.Research progress of vision-based target positioning technology[J].Computer Science, 2016, 43(06):10-16.
[13] ZHANG M, BIN B. ShenSound source localization algorithm based on wearable acoustic counter-sniper systems[C]//5th International Conference on Instrumentation and Measurement, Communication and Control (IMCCC). Qinhuangdao:IEEE, 2015:340-345.
[14] SHARIFARA A, RAHIM M S M, ANISI Y. A general review of human face detection including a study of neural networks and Haar feature-based cascade classifier in face detection[C]//International Symposium on Biometrics and Security Technologies (ISBAST). Kuala Lumpur:IEEE, 2015:73-78.
[15] 李艳飞.基于多传感器融合的人体定位与行为异常检测[D].杭州:浙江大学,2016. LI Yan-fei. Human body positioning and behavioralabnomaly detection based on multisensor fusion[D]. Hangzhou:Zhejiang University, 2016.
[16] GRAVINA R, ALINIA P, GHASEMZADEH H, et al. Multi-sensor fusion in body sensor networks:state-of-the-art and research challenges[J]. InformationFusion, 2017(35):68-80.
[17] FORTINO G, GALZARANO S, GRAVINA R, et al. A framework for collaborative computing and multi-sensor data fusion in body sensor networks[J]. Information Fusion, 2015(22):50-70.

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