|Publication type:||Conference paper|
|Type of review:||Peer review (publication)|
|Title:||Battery-efficient transportation mode detection on mobile devices|
de Spindler, Alexandre
|Proceedings:||2015 16th IEEE International Conference on Mobile Data Management|
|Conference details:||16th IEEE International Conference on Mobile Data Management, Pittsburgh, USA, 15-18 June 2015|
|Publisher / Ed. Institution:||IEEE|
|Subjects:||Framework; Transportation means detection; Battery-efficiency; Mobile device|
|Subject (DDC):||004: Computer science|
|Abstract:||The ubiquitous presence of sensor-rich smartphones offers excellent opportunities to introspect individuals' contexts and activities such as the utilized modes of transport. Most of the current systems inferring transportation modes involve continuous sensing of GPS or acceleration modules, which inconveniently lead to an accelerated battery discharge. In response to this problem, this paper presents a more battery-efficient solution for the detection of transport modes. The proposed approach introduces an additional component to recognize users' mobility states, which are discriminated between stationary and moving based on cellular network information.|
|Fulltext version:||Published version|
|License (according to publishing contract):||Licence according to publishing contract|
|Departement:||School of Management and Law|
|Organisational Unit:||Institute of Business Information Technology (IWI)|
|Appears in collections:||Publikationen School of Management and Law|
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Bloch, A., Erdin, R., Meyer, S., Keller, T., & de Spindler, A. (2015). Battery-efficient transportation mode detection on mobile devices [Conference paper]. 2015 16th IEEE International Conference on Mobile Data Management, 185–190. https://doi.org/10.1109/MDM.2015.16
Bloch, A. et al. (2015) ‘Battery-efficient transportation mode detection on mobile devices’, in 2015 16th IEEE International Conference on Mobile Data Management. IEEE, pp. 185–190. Available at: https://doi.org/10.1109/MDM.2015.16.
A. Bloch, R. Erdin, S. Meyer, T. Keller, and A. de Spindler, “Battery-efficient transportation mode detection on mobile devices,” in 2015 16th IEEE International Conference on Mobile Data Management, 2015, pp. 185–190. doi: 10.1109/MDM.2015.16.
Bloch, Andreas, et al. “Battery-Efficient Transportation Mode Detection on Mobile Devices.” 2015 16th IEEE International Conference on Mobile Data Management, IEEE, 2015, pp. 185–90, https://doi.org/10.1109/MDM.2015.16.
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