Skip to main content
Erschienen in: Wireless Networks 6/2014

01.08.2014

TRack others if you can: localized proximity detection for mobile networks

verfasst von: Chi Zhang, Jun Luo

Erschienen in: Wireless Networks | Ausgabe 6/2014

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

For a set of mobile users with designated friendship relations, it is a recurring issue to keep track of whether some friends appear in the vicinity of a given user. While both distributed and centralized solutions for proximity detection have been proposed, the cost metrics for evaluating these proposals are always based on counting the number of message (e.g., query or update) exchanges. However, as mobile users often rely on wireless networks to maintain their connectivity, the cost incurred by any message passing is strongly affected by the distance between the sender and receiver. In this paper, we propose TRack Others if You can (TROY) as a novel distributed solution for proximity detection. Extending the principle of spatial tessellations, TROY incurs only localized message exchanges and is thus superior to existing proposals in terms of more realistic cost metrics that take into account the actual energy consumption of message passing. Moreover, our spatial tessellations inspired analytical framework allows for a meaningful comparison with an existing work. Finally, we use extensive experiments to validate the efficiency of TROY.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Fußnoten
1
Existing techniques [10, 26] on the dynamic maintenance of Voronoi cells are centralized, and hence do not apply to our case.
 
2
As each user only maintains its own cell, the database has a very small size and can hence be contained in one network packet. Therefore, no extra cost is incurred.
 
Literatur
1.
Zurück zum Zitat Amir, A., Efrat, A., Myllymaki, J., Palaniappan, L., & Wampler, K. (2004). Buddy tracking—efficient proximity detection among mobile users. In Proceedings of the 23rd IEEE INFOCOM. Amir, A., Efrat, A., Myllymaki, J., Palaniappan, L., & Wampler, K. (2004). Buddy tracking—efficient proximity detection among mobile users. In Proceedings of the 23rd IEEE INFOCOM.
2.
Zurück zum Zitat Bash, B., & Desnoyers, P. (2007). Exact distributed Voronoi cell computation in sensor networks. In Proceedings of the 6th ACM/IEEE IPSN. Bash, B., & Desnoyers, P. (2007). Exact distributed Voronoi cell computation in sensor networks. In Proceedings of the 6th ACM/IEEE IPSN.
3.
Zurück zum Zitat Brinkhoff, T., & Str, O. (2002). A framework for generating network-based moving objects. Geoinformatica, 6, 202.CrossRef Brinkhoff, T., & Str, O. (2002). A framework for generating network-based moving objects. Geoinformatica, 6, 202.CrossRef
4.
Zurück zum Zitat Cai, Y., Hua, K. A., & Cao, G. (2004). Processing range-monitoring queries on heterogeneous mobile objects. In Mobile data management, MDM, pp. 27–38. Cai, Y., Hua, K. A., & Cao, G. (2004). Processing range-monitoring queries on heterogeneous mobile objects. In Mobile data management, MDM, pp. 27–38.
5.
Zurück zum Zitat Gedik, B., & Liu, L. (2006). Mobieyes: A distributed location monitoring service using moving location queries. IEEE Transactions on Mobile Computing, 5, 1384–1402.CrossRef Gedik, B., & Liu, L. (2006). Mobieyes: A distributed location monitoring service using moving location queries. IEEE Transactions on Mobile Computing, 5, 1384–1402.CrossRef
6.
Zurück zum Zitat Hu, H., Xu, J., & Lee, D. L. (2005). A generic framework for monitoring continuous spatial queries over moving objects. In Proceedings of the ACM SIGMOD, pp. 479–490. Hu, H., Xu, J., & Lee, D. L. (2005). A generic framework for monitoring continuous spatial queries over moving objects. In Proceedings of the ACM SIGMOD, pp. 479–490.
7.
Zurück zum Zitat Hyytia, E., Lassila, P., & Virtamo, J. (2006). Spatial node distribution of the random waypoint mobility model with applications. IEEE Transactions on Mobile Computing, 5(6), 680–694.CrossRef Hyytia, E., Lassila, P., & Virtamo, J. (2006). Spatial node distribution of the random waypoint mobility model with applications. IEEE Transactions on Mobile Computing, 5(6), 680–694.CrossRef
8.
Zurück zum Zitat Ilarri, S., Mena, E., & Illarramendi, A. (2006). Location-dependent queries in mobile contexts: Distributed processing using mobile agents. IEEE Transactions on Mobile Computing, 5(8), 1029–1043.CrossRef Ilarri, S., Mena, E., & Illarramendi, A. (2006). Location-dependent queries in mobile contexts: Distributed processing using mobile agents. IEEE Transactions on Mobile Computing, 5(8), 1029–1043.CrossRef
9.
Zurück zum Zitat Iwerks, G. S., Samet, H., & Smith, K. P. (2006). Maintenance of k-nn and spatial join queries on continuously moving points. ACM Transactions on Database System, 31, 485–536.CrossRef Iwerks, G. S., Samet, H., & Smith, K. P. (2006). Maintenance of k-nn and spatial join queries on continuously moving points. ACM Transactions on Database System, 31, 485–536.CrossRef
10.
Zurück zum Zitat Kolahdouzan, M., & Shahabi, C. (2004). Voronoi-based K nearest neighbor search for spatial network databases. In Proceedings of the 30th VLDB. Kolahdouzan, M., & Shahabi, C. (2004). Voronoi-based K nearest neighbor search for spatial network databases. In Proceedings of the 30th VLDB.
11.
Zurück zum Zitat Mokbel, M. F., Xiong, X., & Aref, W. G. (2004). Sina: Scalable incremental processing of continuous queries in spatio-temporal databases. In Proceedings of the ACM SIGMOD, pp. 623–634. Mokbel, M. F., Xiong, X., & Aref, W. G. (2004). Sina: Scalable incremental processing of continuous queries in spatio-temporal databases. In Proceedings of the ACM SIGMOD, pp. 623–634.
12.
Zurück zum Zitat Mouratidis, K., Papadias, D., Bakiras, S., & Tao, Y. (2005). A threshold-based algorithm for continuous monitoring of k nearest neighbors. IEEE Transaction on Knowledge and Data Engineering, 17, 1451–1464.CrossRef Mouratidis, K., Papadias, D., Bakiras, S., & Tao, Y. (2005). A threshold-based algorithm for continuous monitoring of k nearest neighbors. IEEE Transaction on Knowledge and Data Engineering, 17, 1451–1464.CrossRef
13.
Zurück zum Zitat Mouratidis, K., Papadias, D., & Hadjieleftheriou, M. (2005). Conceptual partitioning: An efficient method for continuous nearest neighbor monitoring. In Proceedings of the ACM SIGMOD, pp. 634–645. Mouratidis, K., Papadias, D., & Hadjieleftheriou, M. (2005). Conceptual partitioning: An efficient method for continuous nearest neighbor monitoring. In Proceedings of the ACM SIGMOD, pp. 634–645.
14.
Zurück zum Zitat Newman, M. (2003). Structure and function of complex networks. SIAM Reviews, 45(2), 167–256.CrossRefMATH Newman, M. (2003). Structure and function of complex networks. SIAM Reviews, 45(2), 167–256.CrossRefMATH
15.
Zurück zum Zitat Okabe, A., Boots, B., Sugihara, K., & Chui, S. (2000). Spatial tessellations: Concepts and applications of voronoi diagrams, 2 ed. Chichester: Wiley.CrossRef Okabe, A., Boots, B., Sugihara, K., & Chui, S. (2000). Spatial tessellations: Concepts and applications of voronoi diagrams, 2 ed. Chichester: Wiley.CrossRef
16.
Zurück zum Zitat Rahmati, A., & Zhong, L. (2007). Context-for-wireless: Context-sensitive energy-efficient wireless data transfer. In Proceedings of the 7th ACM/USENIX MobiSys. Rahmati, A., & Zhong, L. (2007). Context-for-wireless: Context-sensitive energy-efficient wireless data transfer. In Proceedings of the 7th ACM/USENIX MobiSys.
17.
Zurück zum Zitat Rappaport, T. (2002). Wireless communications: Principles and practice, 2 ed. Upper Saddle River: Prentice-Hall Inc. Rappaport, T. (2002). Wireless communications: Principles and practice, 2 ed. Upper Saddle River: Prentice-Hall Inc.
18.
Zurück zum Zitat Stoyan, D., Kendall, W., & Mecke, J. (1995). Stochasitc geormetry and its applications, 2nd ed. Chichester: Wiley. Stoyan, D., Kendall, W., & Mecke, J. (1995). Stochasitc geormetry and its applications, 2nd ed. Chichester: Wiley.
19.
Zurück zum Zitat Strogatz, S. (2001). Exploring complex networks. Nature, 420, 268–276.CrossRef Strogatz, S. (2001). Exploring complex networks. Nature, 420, 268–276.CrossRef
20.
Zurück zum Zitat Treu, G., Wilder, T., & Küpper, A. (2006). Efficient proximity detection among mobile targets with dead reckoning. In Proceedings of the 4th ACM MobiWAC. Treu, G., Wilder, T., & Küpper, A. (2006). Efficient proximity detection among mobile targets with dead reckoning. In Proceedings of the 4th ACM MobiWAC.
21.
Zurück zum Zitat Wang, H., Zimmermann, R., & shinn Ku, W. (2006). Distributed continuous range query processing on moving objects. In DEXA, pp. 655–665. Wang, H., Zimmermann, R., & shinn Ku, W. (2006). Distributed continuous range query processing on moving objects. In DEXA, pp. 655–665.
22.
Zurück zum Zitat Xiong, X., Mokbel, M. F., & Aref, W. G. (2005). Sea-cnn: Scalable processing of continuous k-nearest neighbor queries in spatio-temporal databases. In Proceedings of the 21st international conference on data engineering, ICDE ’05, pp. 643–654. Xiong, X., Mokbel, M. F., & Aref, W. G. (2005). Sea-cnn: Scalable processing of continuous k-nearest neighbor queries in spatio-temporal databases. In Proceedings of the 21st international conference on data engineering, ICDE ’05, pp. 643–654.
23.
Zurück zum Zitat Xu, Z., & Jacobsen, A. (2007). Adaptive location constraint processing. In Proceedings of the ACM SIGMOD, pp. 581–592. Xu, Z., & Jacobsen, A. (2007). Adaptive location constraint processing. In Proceedings of the ACM SIGMOD, pp. 581–592.
24.
Zurück zum Zitat Yiu, M.-L., Hou, H., Šaltenis, S., & Tzoumas, K. (2010). Efficient proximity detection among mobile users via self-tuning policies. In Proceedings of the 36th VLDB. Yiu, M.-L., Hou, H., Šaltenis, S., & Tzoumas, K. (2010). Efficient proximity detection among mobile users via self-tuning policies. In Proceedings of the 36th VLDB.
25.
Zurück zum Zitat Yu, X., Pu, K. Q., & Koudas, N. (2005). Monitoring k-nearest neighbor queries over moving objects. In Proceedings of the 21st ICDE, pp. 631–642. Yu, X., Pu, K. Q., & Koudas, N. (2005). Monitoring k-nearest neighbor queries over moving objects. In Proceedings of the 21st ICDE, pp. 631–642.
26.
Zurück zum Zitat Zhang, J., Zhu, M., Papadias, D., Tao, Y., & Lee, D.-L. (2003). Location-based spatial queries. In Proceedings of the 30th ACM SIGMOD. Zhang, J., Zhu, M., Papadias, D., Tao, Y., & Lee, D.-L. (2003). Location-based spatial queries. In Proceedings of the 30th ACM SIGMOD.
27.
Zurück zum Zitat Zhang, R., Lin, D., Ramamohanarao, K., & Bertino, E. (2008). Continuous intersection joins over moving objects. In Proceedings of the 24th ICDE, pp. 863–872. Zhang, R., Lin, D., Ramamohanarao, K., & Bertino, E. (2008). Continuous intersection joins over moving objects. In Proceedings of the 24th ICDE, pp. 863–872.
Metadaten
Titel
TRack others if you can: localized proximity detection for mobile networks
verfasst von
Chi Zhang
Jun Luo
Publikationsdatum
01.08.2014
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 6/2014
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-014-0690-5

Weitere Artikel der Ausgabe 6/2014

Wireless Networks 6/2014 Zur Ausgabe

Neuer Inhalt