DocumentCode
139535
Title
Do you hear what I hear? Using acoustic probing to detect smartphone locations
Author
Diaconita, Irina ; Reinhardt, Andreas ; Englert, Frank ; Christin, Delphine ; Steinmetz, Ralf
Author_Institution
Multimedia Commun. Lab., Tech. Univ. Darmstadt, Darmstadt, Germany
fYear
2014
fDate
24-28 March 2014
Firstpage
1
Lastpage
9
Abstract
Many context-aware smartphone applications depend on specific conditions for gathering data, e.g., specific phone locations or orientations. As a result, the significant overhead of keeping all this information in mind is imposed on their users. Besides averting the interest of potential application users, these requirements defeat one of the main purposes of these mobile data collection, namely simplifying life through mobile sensing applications. This is not a problem that solely affects the users, but the developers of the applications alike. As even the most diligent users often do not manage to follow the strict data collection guidelines at all times, errors in the collected data may ultimately lead to the provision of wrong services and thus to degraded application quality. In this paper, we thus present a solution to determine the location of a phone in order to support context-aware applications. It offers the possibility to detect the position of the phone with an accuracy of 97 %, as well as being able to correlate it with the type of the location of the user. Our system can be used to improve existing mobile sensing applications by facilitating various services that depend on the phone location, e.g., seamlessly adapting the ringtone volume or setting a phone´s flight mode.
Keywords
mobile computing; smart phones; acoustic probing; context-aware smartphone; data gathering; mobile data collection; mobile sensing applications; phone locations; phone orientations; smartphone location detection; Accuracy; Feature extraction; Gaussian noise; Mel frequency cepstral coefficient; Mobile handsets; Partial transmit sequences; Sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Pervasive Computing and Communications Workshops (PERCOM Workshops), 2014 IEEE International Conference on
Conference_Location
Budapest
Type
conf
DOI
10.1109/PerComW.2014.6815157
Filename
6815157
Link To Document