Title :
Passive acoustic sensing of walking
Author_Institution :
NTT Energy & Environ. Syst. Labs., Nippon Telegraph & Telephone Corp., Musashino, Japan
Abstract :
Acoustic sensing is expected to have a wide variety of practical applications. Sensing of human walking based only on passive acoustic information was studied experimentally. A simple microphone array consisting of four omnidirectional microphones and a common methodology of signal processing were employed to detect the positions of footsteps. The performance of the system was examined by evaluating the success rate and the spatial error of localization (position estimation) for footsteps in an indoor environment. The results showed that the system was capable of localization and tracking of footsteps within a radius of 3-4 m on the floor. The system can estimate the stride length, speed, and direction of the walking. The performance of real-time localization of footsteps was also evaluated.
Keywords :
acoustic measurement; acoustic signal processing; array signal processing; gait analysis; microphone arrays; position measurement; size measurement; velocity measurement; footstep localisation; footstep position detection; footstep tracking; four-microphone array; microphone array signal processing; omnidirectional microphones; passive acoustic information; position estimation; stride length estimation; walking direction estimation; walking passive acoustic sensing; walking speed estimation; Acoustic applications; Acoustic arrays; Acoustic signal detection; Cameras; Delay effects; Delay estimation; Humans; Legged locomotion; Microphone arrays; Object detection;
Conference_Titel :
Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2009 5th International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4244-3517-3
Electronic_ISBN :
978-1-4244-3518-0
DOI :
10.1109/ISSNIP.2009.5416778