skip to main content
10.1145/2908446.2908454acmotherconferencesArticle/Chapter ViewAbstractPublication PagesinfosConference Proceedingsconference-collections
research-article

M2M Power Saving based on Analysis of Network Call Data Records

Published:09 May 2016Publication History

ABSTRACT

In the last years, M2M (Machine-to-Machine) became one of the major evolving technologies that is used in many different business fields such as Manufacturing, Automotive, Banking, Security, Health, Public Services and Retail. On the other hand, power consumption is a major challenge as the M2M devices might not be connected to a power sources and is running all the time.

In this paper, a methodology to reduce the power consumed by M2M devices is proposed via instructing some M2M devices to sleep. The novelty of this work is the use of the data generated on the CDRs in the power saving by calculating a factor of QoS and presenting the C-Analyzer to analyze the CDRs and instruct the M2M devices to standby to save the power.

References

  1. Shafiq. M.Z, Lusheng Ji; Liu, A.X.; Pang, J.; Jia Wang 2013, "Large Scale Measurement and Characterization of Cellular machine-to machine Traffic", "IEEE/ACM Transaction on Networking (TON), NY, USA, Vol. 21, Issue 6, (Dec. 2013), 960--1973, DOI: http://dx.doi.org/10.1109/TNET.2013.2256431 Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. "LMU-2600 GPRS Fleet Tracking Unit", 2012 {online}, available: http://www.calamp.com/pdf/LMU-2600.pdfGoogle ScholarGoogle Scholar
  3. Elias, Y., Abdullah. K., Adnan. A, "An Energy-Efficient M2M Communication Method for Leakage Detection in Underground Water Pipes", "Q2SWinet '12 Proceedings of the 8h ACM symposium on QoS and security for wireless and mobile networks", NY, USA, (Oct. 2012), 27--32, DOI: http://dx.doi.org/10.1145/2387218.2387224 Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. Z. M. Lahlou. Leak Detection and Water Loss Control. Newsletter, National Drinking Water Clearinghouse (NDWC), 2000Google ScholarGoogle Scholar
  5. Chen Y.K." Challenges and opportunities of internet of things", "In Proceedings of the Asia and South Pacific Design Automation Conference (ASP-DAC)", (Jan-2012), 383--388, DOI: 10.1109/JIOT.2014.2337336Google ScholarGoogle Scholar
  6. UMTS Power Control, 2003, {Online} http://www.umtsworld.com/technology/power.htmGoogle ScholarGoogle Scholar
  7. A. Paul, 2014, "Real-Time Power Management for Embedded M2M using Intelligent Learning Methods", "ACM Transactions on Embedded Computing System (TECS), NY, USA, Vol. 13, Article No. 148, Nov. 2014, DOI: http://dx.doi.org/10.1145/2632158 Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. S. Hong, E. Choi, H. Min, S. Yi, J. Heo, J. Hong, 2011, "SPRS: standby powerful reduction system for efficient power management", "Proceeding of the 2011 ACM Symposium on Research in Applied Computing", NY, USA, pp. 97--99, Nov. 2011, DOI: http://dx.doi.org/10.1145/2103380.2103399 Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. Jorge, M.P, Guillermo, C. J., Jaime. C.R., Song, J., Silvia C.S., Rocio, M. G., 2014, Asuncion, S., "Energy-saving smart street lighting system based on 6LoWPAN", "URBIOT '14 Proceedings of the First International Conference on IoT in Urban Space", (Oct. 2014), 93--95, DOI: http://dx.doi.org/10.4108/icst.urb-iot.2014.257221 Google ScholarGoogle ScholarDigital LibraryDigital Library
  10. Bhumika, Mukesh, K., Sudhir, N.S., Nishant, M., 2014, "A Comparative Review on Different Power Saving Techniques in Wireless Sensor Networks", "ICTCS '14 Proceedings of the 2014 International Conference on Information and Communication Technology for Competitive Strategies", Article No. 83, Nov. 2014, DOI: http://dx.doi.org/10.1145/2677855.2677938 Google ScholarGoogle ScholarDigital LibraryDigital Library
  11. Stefanos A. N., Dionisis K., Dimitrios D. V., Christos D., "Energy efficient routing in wireless sensor networks through balanced clustering," Algorithms 2013, ISSN 1999-489,6, 29--42; DOI:10.3390/a6010029Google ScholarGoogle Scholar
  12. Ayumi, A., Apichon, W., Hiroshi, K., Teerayut, H., Xiawei, S., Ryosuke, S., 2014, "Understanding User Attributes from Calling Behavior: Exploring Call Detail Records through Field Observations", "MoMM '14 Proceedings of the 12th International Conference on Advances in Mobile Computing and Multimedia", (Dec. 2014), 95--104, DOI: http://dx.doi.org/10.1145/2684103.2684107 Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Takuya, K., Hiroshi, K., Yoshihide, S., Ryosuke, S., 2015, "Real-time passenger location estimation using CDRs and train objects generated from crowdsourced timetables", "UbiComp/ISWC'15 Adjunct Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers", (Sep 2015), 1197--1205, DOI: http://dx.doi.org/10.1145/2800835.2800984 Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. Joshua, E. B., 2011, "Using mobile phone data to measure the ties between nations", "iConference '11 Proceedings of the 2011 iConference", (Feb 2011), 195--202, DOI: http://dx.doi.org/10.1145/1940761.1940788 Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. Chaogui, K., Stanislav, S., Yu, L., Carlo, R., "Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages", "UrbComp '13 Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing", Article 1, (Aug 2013), DOI: http://dx.doi.org/10.1145/2505821.2505826 Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. 3GPP TS 32.298, "3rd Generation Partnership Project; Technical Specification Group Service and System Aspects", {Online}, ftp://www.3gpp.org/tsg_sa/WG5_TM/TSGS5.../32298-880.docGoogle ScholarGoogle Scholar
  17. Line of Sight Propagation, {Online}, https://en.wikipedia.org/wiki/Line-of-sight_propagationGoogle ScholarGoogle Scholar

Recommendations

Comments

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Sign in
  • Published in

    cover image ACM Other conferences
    INFOS '16: Proceedings of the 10th International Conference on Informatics and Systems
    May 2016
    347 pages
    ISBN:9781450340625
    DOI:10.1145/2908446

    Copyright © 2016 ACM

    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]

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    • Published: 9 May 2016

    Permissions

    Request permissions about this article.

    Request Permissions

    Check for updates

    Qualifiers

    • research-article
    • Research
    • Refereed limited
  • Article Metrics

    • Downloads (Last 12 months)1
    • Downloads (Last 6 weeks)0

    Other Metrics

PDF Format

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader