On sensor selection in mobile devices based on energy, application accuracy, and context metrics
Continuously collecting sensor data on mobile devices helps in capturing important contextual information related to the user location, activity, and surrounding environment. This contextual information is required by different context aware applications. However, continuously capturing this informa...
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2013
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| Online Access: | http://hdl.handle.net/10725/14301 https://doi.org/10.1109/ICCITechnology.2013.6579514 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://ieeexplore.ieee.org/abstract/document/6579514 |
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| _version_ | 1864513469250797568 |
|---|---|
| author | Taleb, Sireen |
| author2 | Abbas, Nadine Hajj, Hazem Dawy, Zaher |
| author2_role | author author author |
| author_facet | Taleb, Sireen Abbas, Nadine Hajj, Hazem Dawy, Zaher |
| author_role | author |
| dc.creator.none.fl_str_mv | Taleb, Sireen Abbas, Nadine Hajj, Hazem Dawy, Zaher |
| dc.date.none.fl_str_mv | 2013 2022-11-25T11:12:41Z 2022-11-25T11:12:41Z 2022-11-25 |
| dc.identifier.none.fl_str_mv | 9781467353069 http://hdl.handle.net/10725/14301 https://doi.org/10.1109/ICCITechnology.2013.6579514 Taleb, S., Abbas, N., Hajj, H., & Dawy, Z. (2013, June). On sensor selection in mobile devices based on energy, application accuracy, and context metrics. In 2013 Third International Conference on Communications and Information Technology (ICCIT) (pp. 12-16). IEEE. http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://ieeexplore.ieee.org/abstract/document/6579514 |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Wireless communication systems -- Congresses Signal processing -- Congresses Optical interconnects -- Congresses |
| dc.title.none.fl_str_mv | On sensor selection in mobile devices based on energy, application accuracy, and context metrics |
| dc.type.none.fl_str_mv | Conference Paper / Proceeding info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferenceObject |
| description | Continuously collecting sensor data on mobile devices helps in capturing important contextual information related to the user location, activity, and surrounding environment. This contextual information is required by different context aware applications. However, continuously capturing this information incurs an unacceptable energy cost that leads to draining the limited phone's battery very quickly. In this paper, we propose a sensor selection procedure which decides what sensors to use according to energy, accuracy, and required context metrics. We present an accuracy-energy based algorithm that reduces energy consumption while conserving the required application accuracy. We use this algorithm to build a sensor selection model to choose among location sensors. Experimental evaluation of this model shows energy savings of up to 80% in selected scenarios. |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | LAURepo_b26c1f1a3a2b30230c0474f911bd2f1c |
| identifier_str_mv | 9781467353069 Taleb, S., Abbas, N., Hajj, H., & Dawy, Z. (2013, June). On sensor selection in mobile devices based on energy, application accuracy, and context metrics. In 2013 Third International Conference on Communications and Information Technology (ICCIT) (pp. 12-16). IEEE. |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/14301 |
| publishDate | 2013 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | On sensor selection in mobile devices based on energy, application accuracy, and context metricsTaleb, SireenAbbas, NadineHajj, HazemDawy, ZaherWireless communication systems -- CongressesSignal processing -- CongressesOptical interconnects -- CongressesContinuously collecting sensor data on mobile devices helps in capturing important contextual information related to the user location, activity, and surrounding environment. This contextual information is required by different context aware applications. However, continuously capturing this information incurs an unacceptable energy cost that leads to draining the limited phone's battery very quickly. In this paper, we propose a sensor selection procedure which decides what sensors to use according to energy, accuracy, and required context metrics. We present an accuracy-energy based algorithm that reduces energy consumption while conserving the required application accuracy. We use this algorithm to build a sensor selection model to choose among location sensors. Experimental evaluation of this model shows energy savings of up to 80% in selected scenarios.410 p. : ill. (some col.)Includes bibliographical references.IEEE2022-11-25T11:12:41Z2022-11-25T11:12:41Z20132022-11-25Conference Paper / Proceedinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject9781467353069http://hdl.handle.net/10725/14301https://doi.org/10.1109/ICCITechnology.2013.6579514Taleb, S., Abbas, N., Hajj, H., & Dawy, Z. (2013, June). On sensor selection in mobile devices based on energy, application accuracy, and context metrics. In 2013 Third International Conference on Communications and Information Technology (ICCIT) (pp. 12-16). IEEE.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://ieeexplore.ieee.org/abstract/document/6579514eninfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/143012022-11-25T11:12:41Z |
| spellingShingle | On sensor selection in mobile devices based on energy, application accuracy, and context metrics Taleb, Sireen Wireless communication systems -- Congresses Signal processing -- Congresses Optical interconnects -- Congresses |
| status_str | publishedVersion |
| title | On sensor selection in mobile devices based on energy, application accuracy, and context metrics |
| title_full | On sensor selection in mobile devices based on energy, application accuracy, and context metrics |
| title_fullStr | On sensor selection in mobile devices based on energy, application accuracy, and context metrics |
| title_full_unstemmed | On sensor selection in mobile devices based on energy, application accuracy, and context metrics |
| title_short | On sensor selection in mobile devices based on energy, application accuracy, and context metrics |
| title_sort | On sensor selection in mobile devices based on energy, application accuracy, and context metrics |
| topic | Wireless communication systems -- Congresses Signal processing -- Congresses Optical interconnects -- Congresses |
| url | http://hdl.handle.net/10725/14301 https://doi.org/10.1109/ICCITechnology.2013.6579514 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://ieeexplore.ieee.org/abstract/document/6579514 |