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Position Certainty Propagation: A Location Service for MANETs

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Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 11005))

Abstract

Localization in Mobile Ad-hoc Networks (MANETs) and Wireless Sensor Networks (WSNs) is an issue of great interest, especially in applications such as the IoT and VANETs. We propose a solution that overcomes two limiting characteristics of these types of networks. The first is the high cost of nodes with a location sensor (such as GPS) which we will refer to as anchor nodes. The second is the low computational capability of nodes in the network. The proposed algorithm addresses two issues; self-localization where each non-anchor node should discover its own position, and global localization where a node establishes knowledge of the position of all the nodes in the network. We address the problem as a graph where vertices are nodes in the network and edges indicate connectivity between nodes. The weights of edges represent the Euclidean distance between the nodes. Given a graph with at least three anchor nodes and knowing the maximum communication range for each node, we are able to localize nodes using fairly simple computations in a moderately dense graph.

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References

  1. Jung, W.-S., Yim, J., Ko, Y.-B.: QGeo: Q-learning-based geographic Ad Hoc routing protocol for unmanned robotic networks. IEEE Commun. Lett. 21(10), 2258–2261 (2017)

    Article  Google Scholar 

  2. Terao, Y., Phoummavong, P., Utsu, K., Ishii, H.: A proposal on void zone aware greedy forwarding method over MANET. In: 2016 IEEE Region 10 Conference (TENCON), pp. 1329–1333. IEEE (2016)

    Google Scholar 

  3. Ko, Y.B., Vaidya, N.H.: Location aided routing (LAR) in mobile ad hoc networks. Wireless Netw. 6(4), 307–321 (2000)

    Article  Google Scholar 

  4. Renault, E., Amar, E., Costantini, H., Boumerdassi, S.: Semi-flooding location service. In: 2010 IEEE 72nd conference on Vehicular Technology Conference Fall, VTC 2010-Fall, pp. 1–5. IEEE (2010)

    Google Scholar 

  5. Huang, R., Záruba, G.V.: Monte Carlo localization of wireless sensor networks with a single mobile beacon. Wirel. Netw. 15(8), 978 (2009)

    Article  Google Scholar 

  6. Bulusu, N., Heidemann, J., Estrin, D.: GPS-less low-cost outdoor localization for very small devices. IEEE Pers. Commun. 7(5), 28–34 (2000)

    Article  Google Scholar 

  7. Chen, Z., Xia, F., Huang, T., Fanyu, B., Wang, H.: A localization method for the internet of things. J. Supercomput. 63(3), 657–674 (2013)

    Article  Google Scholar 

  8. Sallouha, H., Chiumento, A., Pollin, S.: Localization in long-range ultra narrow band IoT networks using RSSI. In: 2017 IEEE International Conference on Communications (ICC), pp. 1-6. IEEE (2017)

    Google Scholar 

  9. Peng, R., Sichitiu, M.L.: Robust, probabilistic, constraint-based localization for wireless sensor networks. In: 2005 Second Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2005, IEEE SECON 2005, pp. 541–550. IEEE (2005)

    Google Scholar 

  10. Sichitiu, M.L., Ramadurai, V.: Localization of wireless sensor networks with a mobile beacon. In: 2004 IEEE International Conference on Mobile Ad-hoc and Sensor Systems, pp. 174–183. IEEE (2004)

    Google Scholar 

  11. Biswas, P., Ye, Y.: Semidefinite programming for ad hoc wireless sensor network localization. In: Proceedings of the 3rd International Symposium on Information Processing in Sensor Networks, pp. 46-54. ACM (2004)

    Google Scholar 

  12. Larsson, E.G.: Cramer-Rao bound analysis of distributed positioning in sensor networks. IEEE Sig. Process. Lett. 11(3), 334–337 (2004)

    Article  Google Scholar 

  13. Mourad, F., Snoussi, H., Abdallah, F., Richard, C.: Guaranteed boxed localization in MANETs by interval analysis and constraints propagation techniques. In: Global Telecommunications Conference 2008, IEEE GLOBECOM 2008, pp. 1–5. IEEE (2008)

    Google Scholar 

  14. Mourad, F., Snoussi, H., Abdallah, F., Richard, C.: Model-free interval-based localization in manets. In: IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009. DSP/SPE 2009, pp. 474–479. IEEE (2009)

    Google Scholar 

  15. Mourad, F., Snoussi, H., Richard, C.: Interval-based localization using RSSI comparison in MANETs. IEEE Trans. Aerosp. Electron. Syst. 47(4), 2897–2910 (2011)

    Article  Google Scholar 

  16. Waltz, D.L.: Generating semantic descriptions from drawings of scenes with shadows (1972)

    Google Scholar 

  17. Fruchterman, T.M.J., Reingold, E.M.: Graph drawing by force directed placement. Softw.: Pract. Exp. 21(11), 1129–1164 (1991)

    Google Scholar 

  18. Kamada, T., Kawai, S.: An algorithm for drawing general undirected graphs. Inf. Proc. Lett. 31(1), 7–15 (1989)

    Article  MathSciNet  Google Scholar 

  19. Ellson, J., Gansner, E., Koutsofios, L., North, S.C., Woodhull, G.: Graphviz— open source graph drawing tools. In: Mutzel, P., Jünger, M., Leipert, S. (eds.) GD 2001. LNCS, vol. 2265, pp. 483–484. Springer, Heidelberg (2002). https://doi.org/10.1007/3-540-45848-4_57

    Chapter  MATH  Google Scholar 

  20. Eren, T., et al.: Rigidity, computation, and randomization in network localization. In: INFOCOM 2004, Twenty-third AnnualJoint Conference of the IEEE Computer and Communications Societies, vol. 4, pp. 2673–2684. IEEE (2004)

    Google Scholar 

  21. Čapkun, S., Hamdi, M., Hubaux, J.-P.: GPS-free positioning in mobile ad hoc networks. Cluster Comput. 5(2), 157–167 (2002)

    Article  Google Scholar 

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Correspondence to Eric Renault .

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Sobehy, A., Renault, E., Muhlethaler, P. (2019). Position Certainty Propagation: A Location Service for MANETs. In: Renault, É., Boumerdassi, S., Bouzefrane, S. (eds) Mobile, Secure, and Programmable Networking. MSPN 2018. Lecture Notes in Computer Science(), vol 11005. Springer, Cham. https://doi.org/10.1007/978-3-030-03101-5_13

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  • DOI: https://doi.org/10.1007/978-3-030-03101-5_13

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-03100-8

  • Online ISBN: 978-3-030-03101-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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