Development of A Smart Floor for Target Localization with Bayesian Binary Sensing

Lan, Gongjin; Liang, Jinhao; Liu, Guocheng; Hao, Qi

10.1109/AINA.2017.27

2017

1550-445X

978-1-5090-6030-6

2017 IEEE 31ST INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA)

0

447-453

27-29 March 2017

Taipei, Taiwan

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

This paper presents an encoded smart floor for multiple human localization, include binary sensor designing, space encoding and decoding scheme. This system can localize a group of people, as well as recognize associated scenarios, with high sensing efficiency and low computational complexity. The novelty of this work includes: (1) a set of code design for binary sensor deployment; (2) a Bayesian inference based decoding scheme in the context of activity and scenario recognition. The proposed scheme has been tested with pressure sensors, and the experiment results have demonstrated the superior performance of our design.

target localization smart floor binary sensing Bayesian inference

第一 ; 通讯

英语

CPCI-S ; EI

Fundamental Research Program of Shenzhen city[JCYJ20150630145302230]

Computer Science ; Engineering

Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic

WOS:000403329000062

20172203713604

Bayesian networks ; Computational efficiency ; Decoding ; Inference engines ; Product design

Buildings and Towers:402 ; Data Processing and Image Processing:723.2 ; Expert Systems:723.4.1 ; Production Engineering:913.1 ; Combinatorial Mathematics, Includes Graph Theory, Set Theory:921.4

Web of Science

Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen, Peoples R China

Lan, Gongjin,Liang, Jinhao,Liu, Guocheng,et al. Development of A Smart Floor for Target Localization with Bayesian Binary Sensing[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2017:447-453.