Title :
Preliminary design of a terrain recognition system
Author :
Zhang, Fan ; Fang, Zheng ; Liu, Ming ; Huang, He
Author_Institution :
Dept. of Electr., Comput., & Biomed. Eng., Univ. of Rhode Island, Kingston, RI, USA
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
This paper aims to design a wearable terrain recognition system, which might assist the control of powered artificial prosthetic legs. A laser distance sensor and inertial measurement unit (TMU) sensors were mounted on human body. These sensors were used to identify the movement state of the user, reconstruct the geometry of the terrain in front of the user while walking, and recognize the type of terrain before the user stepped on it. Different sensor configurations were investigated and compared. The designed system was evaluated on one healthy human subject when walking on an obstacle course in the laboratory environment. The results showed that the reconstructed terrain height demonstrated clearer pattern difference among studied terrains when the laser was placed on the waist than that when the laser was mounted on the shank. The designed system with the laser on the waist accurately recognized 157 out of 160 tested terrain transitions, 300ms-2870ms before the user switched the negotiated terrains. These promising results demonstrated the potential application of the designed terrain recognition system to further improve the control of powered artificial legs.
Keywords :
gait analysis; legged locomotion; prosthetics; terrain mapping; artificial prosthetic legs; inertial measurement unit; laser distance sensor; terrain recognition system; walking; Accuracy; Laser beams; Legged locomotion; Measurement by laser beam; Prosthetics; Switches; Timing; Acceleration; Actigraphy; Environment; Equipment Design; Equipment Failure Analysis; Humans; Lasers; Monitoring, Ambulatory; Orientation; Pilot Projects; Radar;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091391