Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/2641798.2641822acmconferencesArticle/Chapter ViewAbstractPublication PagesmswimConference Proceedingsconference-collections
research-article

Duty cycling in opportunistic networks: the effect on intercontact times

Published: 21 September 2014 Publication History

Abstract

In opportunistic networks, putting devices in energy saving mode is crucial to preserve their battery, and hence to increase the lifetime of the network and to foster user cooperation. However, a side effect of duty cycling is to reduce the number of usable contacts for delivering messages, thus increasing intercontact times and delays. In order to understand the effect of duty cycling in opportunistic networks, in this paper we propose a general model for deriving the pairwise intercontact times when a duty cycling policy is superimposed on the original encounter process determined only by node mobility. Then, we specialise this model when the original intercontact times are exponential (an assumption popular in the literature), and we show that, in this case, the intercontact times measured after duty cycling are, approximately, again exponential, but with a rate proportional to the inverse of the duty cycle.

References

[1]
E. Biondi, C. Boldrini, A. Passarella, and M. Conti. Optimal duty cycling in mobile opportunistic networks with end-to-end delay guarantees. In European Wireless, pages 1--6, 2014.
[2]
E. Biondi, C. Boldrini, A. Passarella, and M. Conti. Duty cycling in opportunistic networks: intercontact times and energy-delay tradeoff. Technical report, IIT-CNR 2013, http://cnd.iit.cnr.it/chiara/pub/techrep/mswim14_tr.pdf.
[3]
C. Boldrini, M. Conti, and A. Passarella. Performance modelling of opportunistic forwarding under heterogenous mobility. Computer Communications, 48:56--70, 2014.
[4]
R. Friedman, A. Kogan, and Y. Krivolapov. On power and throughput tradeoffs of wifi and bluetooth in smartphones. IEEE Trans. on Mob. Comp., 12(7):1363--1376, 2013.
[5]
S. Gaito, E. Pagani, and G. P. Rossi. Strangers help friends to communicate in opportunistic networks. Computer Networks, 55(2):374--385, 2011.
[6]
W. Gao and G. Cao. User-centric data dissemination in disruption tolerant networks. In IEEE INFOCOM, pages 3119--3127, 2011.
[7]
A. Picu, T. Spyropoulos, and T. Hossmann. An analysis of the information spreading delay in heterogeneous mobility DTNs. In IEEE WoWMoM'12, pages 1--10. IEEE, 2012.
[8]
S. Qin, G. Feng, and Y. Zhang. How the contact-probing mechanism affects the transmission capacity of delay-tolerant networks. IEEE Trans. on Vehic.Tech., 60(4):1825--1834, 2011.
[9]
H. Tijms and J. Wiley. A first course in stochastic models, volume 2. Wiley Online Library, 2003.
[10]
S. Trifunovic, A. Picu, T. Hossmann, and K. A. Hummel. Slicing the battery pie: fair and efficient energy usage in device-to-device communication via role switching. In ACM CHANTS'13, pages 31--36, 2013.
[11]
W. Wang, V. Srinivasan, and M. Motani. Adaptive contact probing mechanisms for delay tolerant applications. In ACM MobiCom'07, pages 230--241, 2007.
[12]
J. Whitbeck, Y. Lopez, J. Leguay, V. Conan, and M. D. De Amorim. Push-and-track: Saving infrastructure bandwidth through opportunistic forwarding. Pervasive and Mobile Computing, 8(5):682--697, 2012.
[13]
H. Zhou, H. Zheng, J. Wu, and J. Chen. Energy-efficient contact probing in opportunistic mobile networks. In IEEE ICCCN'13, 2013.

Cited By

View all
  • (2017)What You Lose When You SnoozeACM Transactions on Modeling and Performance Evaluation of Computing Systems10.1145/31490072:4(1-29)Online publication date: 19-Dec-2017
  • (2016)An energy-efficient architecture of low duty cycle for opportunistic networks2016 International Conference on Progress in Informatics and Computing (PIC)10.1109/PIC.2016.7949565(571-576)Online publication date: Dec-2016
  • (2016)Energy optimization through duty cycling scheduling in mobile social networks: A non-cooperative game theory approachNOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium10.1109/NOMS.2016.7502896(772-775)Online publication date: Apr-2016
  • Show More Cited By

Index Terms

  1. Duty cycling in opportunistic networks: the effect on intercontact times

      Recommendations

      Comments

      Information & Contributors

      Information

      Published In

      cover image ACM Conferences
      MSWiM '14: Proceedings of the 17th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
      September 2014
      352 pages
      ISBN:9781450330305
      DOI:10.1145/2641798
      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

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 21 September 2014

      Permissions

      Request permissions for this article.

      Check for updates

      Author Tags

      1. duty cycling
      2. intercontact times
      3. opportunistic networks

      Qualifiers

      • Research-article

      Funding Sources

      Conference

      MSWiM'14
      Sponsor:

      Acceptance Rates

      MSWiM '14 Paper Acceptance Rate 32 of 128 submissions, 25%;
      Overall Acceptance Rate 398 of 1,577 submissions, 25%

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)1
      • Downloads (Last 6 weeks)1
      Reflects downloads up to 01 Nov 2024

      Other Metrics

      Citations

      Cited By

      View all
      • (2017)What You Lose When You SnoozeACM Transactions on Modeling and Performance Evaluation of Computing Systems10.1145/31490072:4(1-29)Online publication date: 19-Dec-2017
      • (2016)An energy-efficient architecture of low duty cycle for opportunistic networks2016 International Conference on Progress in Informatics and Computing (PIC)10.1109/PIC.2016.7949565(571-576)Online publication date: Dec-2016
      • (2016)Energy optimization through duty cycling scheduling in mobile social networks: A non-cooperative game theory approachNOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium10.1109/NOMS.2016.7502896(772-775)Online publication date: Apr-2016
      • (2016)A green strategic activity scheduling for UAV networks: A sub-modular game perspectiveIEEE Communications Magazine10.1109/MCOM.2016.747093654:5(58-64)Online publication date: May-2016
      • (2016)Data forwarding scheme to minimize end-to-end delay in Opportunistic Networks2016 8th International Symposium on Telecommunications (IST)10.1109/ISTEL.2016.7881770(1-5)Online publication date: Sep-2016
      • (2016)Optimal Beaconing Policy for Tactical Unmanned Aerial VehiclesAdvances in Ubiquitous Networking 210.1007/978-981-10-1627-1_52(659-667)Online publication date: 4-Nov-2016
      • (2015)Data Offloading Techniques in Cellular Networks: A SurveyIEEE Communications Surveys & Tutorials10.1109/COMST.2014.236974217:2(580-603)Online publication date: Oct-2016

      View Options

      Get Access

      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