[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/2442810.2442826acmconferencesArticle/Chapter ViewAbstractPublication PagesgisConference Proceedingsconference-collections
research-article

A context-based energy optimization algorithm for periodic localization in smartphones

Published: 06 November 2012 Publication History

Abstract

Recently, numerous location-based services have been developed for smartphones; among location-based services, proactive location-based services can serve smartphone users based on periodically collected location logs in background. However, these proactive services have not been widely used, mainly because most of them continuously consume too much battery power. Thus, for proactive location-based services to be successful, their battery consumption needs to be as minimized as possible. In this paper, we propose Variable-Rate Localization (VRL) mechanism in an effort to maximize battery lifetime for periodic localization without a significant degradation of its quality. Our mechanism extends battery lifetime of periodic localization more than any other previously proposed techniques have achieved before.

References

[1]
F. B. Abdesslem, A. Phillips, and T. Henderson. Less is more: Energy-efficient mobile sensing with sensless. In Proceedings of the 1st ACM Workshops on Networking, Systems, and Applications for Mobile Handhelds, pages 61--62. ACM, August 2009.
[2]
I. Constandache, S. Gaonkar, M. Sayler, R. R. Choudhury, and L. Cox. Enloc: Energy-efficient localization for mobile phones. In Proceedings of the 28th IEEE International Conference on Computer Communications, pages 2716--2720. IEEE Computer Society, April 2009.
[3]
N. Deblauwe and G. Treu. Hybrid gps and gsm localization - energy-efficient detection of spatial triggers. In Proceedings of 5th Workshop on Positioning, Navigation and Communication, pages 181--189. IEEE Communication Society, March 2008.
[4]
D. H. Kim, Y. Kim, and M. B. Srivastava. Sensloc: Sensing everyday places and paths using less energy. In Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems, pages 43--56. ACM, November 2010.
[5]
M. B. Kjaergaard, J. Langdal, T. Godsk, and T. Toftkjaer. Entracked: Energy-efficient robust position tracking for mobile devices. In Proceedings of the 7th International Conferences on Mobile Systems, pages 221--234. ACM, June 2009.
[6]
C. Lee, M. Lee, and D. Han. Energy-efficient location logging for mobile device. In Proceedings of 10th IEEE/IPSJ International Symposium on Applications and the Internet, pages 84--90. IEEE Computer Society, July 2010.
[7]
K. Lin, A. Kansal, D. Lymberopoulos, and F. Zhao. Energy-accuracy trade-off for continuous mobile device location. In Proceedings of the 8th International Conference on Mobile Systems, Applications, and Services, pages 285--298. ACM, June 2010.
[8]
T.-H. Lin, P. Huang, H.-H. Chu, and C.-W. You. Energy-efficient boundary detection for rf-based localization systems. IEEE Trans. Mob. Comput., 8(1):29--40, January 2009.
[9]
A. Murugappan and L. Liu. An energy efficient middleware architecture for processing spatial alarms on mobile clients. Mob. Netw. and Applications, 15(4):543--561, August 2010.
[10]
J. Paek, J. Kim, and R. Govindan. Energy-efficient rate-adaptive gps-based positioning for smartphones. In Proceedings of the 8th International Conference on Mobile Systems, Applications, and Services, pages 299--314. ACM, June 2010.
[11]
C.-W. You, P. Huang, H.-H. Chu, Y.-C. Chen, J.-R. Chiang, and S.-Y. Lau. Impact of sensor-enhanced mobility prediction on the design of energy-efficient localization. Ad Hoc Netw., 6(8):1221--1237, November 2008.
[12]
Z. Zhuang, K.-H. Kim, and J. P. Singh. Improving energy efficiency of location sensing on smartphones. In Proceedings of the 8th International Conference on Mobile Systems, Applications, and Services, pages 315--330. ACM, June 2010.

Cited By

View all
  • (2015)Knowledge for a Longer LifeProceedings of the 2015 IEEE International Conference on Mobile Services10.1109/MobServ.2015.27(128-133)Online publication date: 27-Jun-2015
  • (2014)Mobile Phone Middleware Architecture for Energy and Context Awareness in Location-Based ServicesSensors10.3390/s14122367314:12(23673-23696)Online publication date: 10-Dec-2014
  • (2014)Mobility CollectorJournal of Location Based Services10.1080/17489725.2014.9739178:4(229-255)Online publication date: 1-Oct-2014

Index Terms

  1. A context-based energy optimization algorithm for periodic localization in smartphones

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
MobiGIS '12: Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems
November 2012
112 pages
ISBN:9781450316996
DOI:10.1145/2442810
  • Conference Chair:
  • Chi-Yin Chow
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

In-Cooperation

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 06 November 2012

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. battery lifetime
  2. energy-efficient localization
  3. smartphone

Qualifiers

  • Research-article

Funding Sources

Conference

SIGSPATIAL'12
Sponsor:

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)2
  • Downloads (Last 6 weeks)0
Reflects downloads up to 09 Dec 2024

Other Metrics

Citations

Cited By

View all
  • (2015)Knowledge for a Longer LifeProceedings of the 2015 IEEE International Conference on Mobile Services10.1109/MobServ.2015.27(128-133)Online publication date: 27-Jun-2015
  • (2014)Mobile Phone Middleware Architecture for Energy and Context Awareness in Location-Based ServicesSensors10.3390/s14122367314:12(23673-23696)Online publication date: 10-Dec-2014
  • (2014)Mobility CollectorJournal of Location Based Services10.1080/17489725.2014.9739178:4(229-255)Online publication date: 1-Oct-2014

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media