Title :
Using portable device sensors to recognize height changing modes of motion
Author :
Elhoushi, Mostafa ; Georgy, Jacques ; Wahdan, Ahmed ; Korenberg, M. ; Noureldin, Aboelmagd
Author_Institution :
Trusted Positioning Inc., Calgary, AB, Canada
Abstract :
In portable navigation, the need to recognize the motion mode of the user, is useful - if not necessary - to improve the positioning estimation. This paper explains the use of sensors in a portable device, such as a smartphone, to recognize the user´s mode of motion when a change in height is detected. The modes of motion detected are walking up or down stairs, taking the elevator, and standing or walking on an escalator. The portable device contains an accelerometer triad, gyroscope triad, a barometer, and occasionally a magnetometer triad. The solution is dependent on the sensors, and does not require satellite or wireless positioning. The height motion mode recognition module has been implemented in real-time on several brands of various consumer portable devices, including smartphones, tablets, smartwatches, and smart glasses.
Keywords :
Global Positioning System; height measurement; lifts; motion measurement; portable instruments; position measurement; accelerometer triad; barometer; consumer portable devices; down stairs; elevator; escalator; gyroscope triad; height motion mode recognition module; magnetometer triad; motion mode detection; portable device sensor; portable navigation; positioning estimation; smart glasses; smartphones; smartwatches; tablets; walking up; Acceleration; Accelerometers; Elevators; Feature extraction; Legged locomotion; Navigation; Sensors; activity recognition; elevator; escalator; inertial sensors; motion mode; stairs;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2014 IEEE International
Conference_Location :
Montevideo
DOI :
10.1109/I2MTC.2014.6860791