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Catch-up: a data aggregation scheme for vanets

Published: 15 September 2008 Publication History
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  • Abstract

    In-network data aggregation is a useful technique to reduce redundant data and improve communication efficiency. One challenge in data aggregation is how reports can be routed to the same node so that the reports can be merged. Most of existing approaches rely on maintaining a routing structure to achieve this purpose. However, these approaches are not applicable to the mobile environment of Vehicular Ad hoc Networks (VANETs). In this paper, we design a cooperative model to facilitate the aggregation of adjacent traffic reports. The basic idea behind this work is that we can adaptively change the forwarding delay of individual reports in a manner that a report can have a better chance to meet other reports. The decision is made distributedly by each vehicle based on local observations. Actually, our scheme is also a tradeoff between communication overhead and propagation delay. Simulation results based on realistic map data and traffic models demonstrate that our scheme can effectively reduce communication overhead with acceptable delay.

    References

    [1]
    Dedicated short range communications project. http://www.leearmstrong.com/DSRC/DSRCHomeset.htm.
    [2]
    Groovenet project. http://www.seas.upenn.edu/ rahulm/Research/GrooveNet/.
    [3]
    The network simulator - ns-2. http://www.isi.edu/nsnam/ns/.
    [4]
    A. Boulis, S. Ganeriwal, and M. B. Srivastava. Aggregation in sensor networks: an energy-accuracy trade-off. Ad Hoc Networks, 1(2-3):317--331, 2003.
    [5]
    J. Considine, F. Li, G. Kollios, and J. Byers. Approximate aggregation techniques for sensor databases. In Proceedings of IEEE ICDE, 2004.
    [6]
    K. Fan, S. Liu, and P. Sinha. On the potential of strucuture-free data aggregation in sensor networks. In Proceedings of IEEE Infocom, 2006.
    [7]
    K. Fan, S. Liu, and P. Sinha. Scalable data aggregation for dynamic events in sensor networks. In Proceedings of ACM SenSys, 2006.
    [8]
    C. Intanagonwiwat, D. Estrin, R. Govindan, and J. Heidemann. Impact of network density on data aggregation in wireless sensor networks. In Proceedings of 22nd International Conference on Distributed Computing Systems, 2002.
    [9]
    C. Intanagonwiwat, R. Govindan, and D. Estrin. Directed si usion: a scalable and robust communication paradigm for sensor networks. In Proceedings of ACM MobiCom'00, pages 56--67, 2000.
    [10]
    B. Krishnamachari, D. Estrin, and S. B. Wicker. The impact of data aggregation in wireless sensor networks. In Proceedings of the 22nd International Conference on Distributed Computing Systems, pages 575--578, 2002.
    [11]
    C. Lochert, B. Scheuermann, and M. Mauve. Probabilistic aggregation for data dissemination in vanets. In Proceedings of ACM VANET'07 Workshop, 2007.
    [12]
    S. Madden, M. J. Franklin, J. M. Hellerstein, and W. Hong. Tag: a tiny aggregation service for ad-hoc sensor networks. In Proceedings of the 5th symposium on Operating systems design and implementation (OSDI'02), 2002.
    [13]
    S. Madden, R. Szewczyk, M. Franklin, and D. Culler. Supporting aggregate queries over ad-hoc wireless sensor networks. In Proceedings of the Fourth IEEE Workshop on Mobile Computing Systems and Applications, 2002.
    [14]
    R. Mangharam, D. S. Weller, D. D. Stancil, R. Rajkumar, and J. S. Parikh. Groovesim: A topography-accurate simulator for geographic routing in vehicular networks. In Proceedings of ACM VANET'05 Workshop, 2005.
    [15]
    T. Nadeem, S. Dashtinezhad, C. Liao, and L. Iftode. Trafficview: Traffic data dissemination using car-to-car communication. ACM SIGMOBILE Mobile Computing and Communications Review, 8(3):6--19, 2004.
    [16]
    S. Nath, P. B. Gibbons, S. Seshan, and Z. R. Anderson. Synopsis di usion for robust aggregation in sensor networks. In Proceedings of ACM SenSys, 2004.
    [17]
    M. Torrent-Moreno, D. Jiang, and H. Hartenstein. Broadcast reception rates and e ects of priority access in 802.11-based vehicular ad-hoc networks. In Proceedings of ACM VANET'04 Workshop, 2004.
    [18]
    M. Torrent-Moreno, P. Santi, and H. Hartenstein. Fair sharing of bandwidth in vanets. In Proceedings of ACM VANET'05 Workshop, 2005.
    [19]
    L. Wischhof, A. Ebner, and H. Rohling. Information dissemination in self-organizing intervehicle networks. IEEE Transactions on Intelligent Transportation Systems, 6(1):90--101, March 2005.
    [20]
    L. Wischhof, A. Ebner, H. Rohling, M. Lott, and R. Halfmann. Sotis lc a self-organizing traffic information system. In Proceedings of the 57th IEEE Vehicular Technology Conference (VTC'03-Spring), pages 2442--2446, April 2003.
    [21]
    H. Wu, R. Fujimoto, R. Guensler, and M. Hunter. Mddv: A mobility-centric data dissemination algorithm for vehicular networks. In Proceedings of ACM VANET'04 Workshop, 2004.
    [22]
    J. Zhao and G. Cao. Vadd: Vehicle-assisted data delivery in vehicular ad hoc networks. In Proceedings of IEEE Infocom'06, April 2006.

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    • (2019)Toward an Efficient Deployment of Open Source Software in the Internet of Vehicles FieldArabian Journal for Science and Engineering10.1007/s13369-019-03870-244:11(8939-8961)Online publication date: 7-May-2019
    • (2018)Adaptive Dynamic Update for Greedy Routing Protocol Using Fuzzy Logic Controller and Mobility Prediction2018 IEEE International Conference on Electro/Information Technology (EIT)10.1109/EIT.2018.8500126(0852-0857)Online publication date: May-2018
    • (2016)TripSense: A Trust-Based Vehicular Platoon Crowdsensing Scheme with Privacy Preservation in VANETsSensors10.3390/s1606080316:6(803)Online publication date: 1-Jun-2016
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    Published In

    cover image ACM Conferences
    VANET '08: Proceedings of the fifth ACM international workshop on VehiculAr Inter-NETworking
    September 2008
    96 pages
    ISBN:9781605581910
    DOI:10.1145/1410043
    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]

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    Publication History

    Published: 15 September 2008

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    Author Tags

    1. data aggregation
    2. routing
    3. vehicular networks

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    Overall Acceptance Rate 26 of 64 submissions, 41%

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    View all
    • (2019)Toward an Efficient Deployment of Open Source Software in the Internet of Vehicles FieldArabian Journal for Science and Engineering10.1007/s13369-019-03870-244:11(8939-8961)Online publication date: 7-May-2019
    • (2018)Adaptive Dynamic Update for Greedy Routing Protocol Using Fuzzy Logic Controller and Mobility Prediction2018 IEEE International Conference on Electro/Information Technology (EIT)10.1109/EIT.2018.8500126(0852-0857)Online publication date: May-2018
    • (2016)TripSense: A Trust-Based Vehicular Platoon Crowdsensing Scheme with Privacy Preservation in VANETsSensors10.3390/s1606080316:6(803)Online publication date: 1-Jun-2016
    • (2015)In-Network Processing in Wireless Sensor NetworksHandbook of Sensor Networking10.1201/b18001-7(55-72)Online publication date: 14-Jan-2015
    • (2015)Location Aware Data Aggregation for Efficient Message Dissemination in Vehicular Ad Hoc NetworksIEEE Transactions on Vehicular Technology10.1109/TVT.2015.248783064:12(5575-5583)Online publication date: Dec-2015
    • (2015)An Agent Based Data Collection Scheme for Vehicular Sensor Networks2015 24th International Conference on Computer Communication and Networks (ICCCN)10.1109/ICCCN.2015.7288374(1-9)Online publication date: Aug-2015
    • (2015)A Data Management Perspective on Vehicular NetworksIEEE Communications Surveys & Tutorials10.1109/COMST.2015.247239517:4(2420-2460)Online publication date: Dec-2016
    • (2015)Data relationship degree–based clustering data aggregation for VANETInternational Journal of Electronics10.1080/00207217.2015.1036380103:3(485-503)Online publication date: 24-Apr-2015
    • (2015)Reducing redundant data transmissions in wireless ad hoc networksWireless Networks10.1007/s11276-015-0890-721:7(2155-2168)Online publication date: 1-Oct-2015
    • (2014)Data Aggregation and Routing Guidance with QoS Guarantee in VANETsInternational Journal of Distributed Sensor Networks10.1155/2014/26243710:7(262437)Online publication date: Jan-2014
    • Show More Cited By

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