Title :
In-air ultrasonic gesture sensing with MEMS microphones
Author :
van Willigen, Douwe M. ; Mostert, Erwin ; Pertijs, Michiel A. P.
Author_Institution :
Electron. Instrum. Lab., Delft Univ. of Technol., Delft, Netherlands
Abstract :
The use of hand gestures for user interaction with computing devices is gaining popularity. This paper demonstrates that an effective ultrasonic gesture-sensing system can be implemented using commercially-available MEMS microphones. The system works by sending ultrasonic pulses with a center frequency of 40kHz using a piezo-electric transmitter and detecting the resulting echoes using an array of seven microphones. The microphones are mounted at a pitch of 4.3mm to enable beamforming with acceptable grating-lobe levels. The received signals are digitized using successive approximation ADCs, after which a B-mode image is constructed in an FPGA and object locations are estimated using peak detection. Within a range of 5cm to 100cm, object locations can be detected with a resolution of 1.67cm and 1.5°. Based on the detected object locations, a simple gesture-recognition algorithm implemented in software can accurately detect horizontal swiping gestures.
Keywords :
analogue-digital conversion; approximation theory; array signal processing; diffraction gratings; field programmable gate arrays; gesture recognition; microphone arrays; microsensors; object detection; peak detectors; piezoelectric transducers; sensor arrays; ultrasonic transducer arrays; B-mode image construction; FPGA; acceptable grating-lobe level; beamforming; commercially-available MEMS microphone; computing device; distance 5 cm to 100 cm; echo detection; frequency 40 kHz; gesture-recognition algorithm; horizontal swiping gesture detection; in-air ultrasonic hand gesture-sensing system; object location detection; peak detection estimation; piezoelectric transmitter; successive approximation ADC; ultrasonic pulse; user interaction; Acoustics; Array signal processing; Arrays; Field programmable gate arrays; Micromechanical devices; Microphones; Software;
Conference_Titel :
SENSORS, 2014 IEEE
Conference_Location :
Valencia
DOI :
10.1109/ICSENS.2014.6984940