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2018 | OriginalPaper | Chapter

An Efficient Nonparametric Belief Propagation-Based Cooperative Localization Scheme for Mobile Ad Hoc Networks

Authors : Chaojie Xu, Hui Yu, Ming Yang

Published in: Communications and Networking

Publisher: Springer International Publishing

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Abstract

In mobile ad hoc networks, nonparametric belief propagation (NBP) algorithm is a promising cooperative localization scheme because of high accuracy, applicability to non-Gaussian uncertainty. However, the high computational cost limits the application of NBP. To solve the problem, an efficient and practical NBP-based cooperative localization scheme is proposed. In the scheme, the issues of anchor node selection, node mobility and non-Gaussian uncertainty are considered. Firstly, anchor nodes are selected based on a distributively clustered network. Then the cooperative localization process is performed, in which a practical ranging error model is employed. Moreover, to mitigate the influence of node mobility, the re-selection process of anchor nodes is conducted when necessary. The simulation results demonstrate the efficiency of the proposed scheme in improving the positioning accuracy and reducing the computational cost compared with the conventional NBP method.

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Literature
1.
Zekavat, R., Buehrer, R.M.: Handbook of Position Location: Theory, Practice and Advances. Wiley, Hoboken (2012)
2.
Wymeersch, H., Jaime, L., Moe, Z.W.: Cooperative localization in wireless networks. Proc. IEEE 97(2), 427–450 (2009)CrossRef
3.
Ihler, A.T., Fisher, J.W., Moses, R.L., Willsky, A.S.: Nonparametric belief propagation for self-localization of sensor networks. IEEE J. Sel. Areas Commun. 23(4), 809–819 (2005)CrossRef
4.
Li, X., Gao, H., Cai, H., Lv, T.: Nonparametric belief propagation based cooperative localization: a minimum spanning tree approach. In: IEEE Wireless Communications and Networking Conference (WCNC), pp. 1775–1780. IEEE Press (2015)
5.
Li, S., Hedley, M., Collings, I.B.: New efficient indoor cooperative localization algorithm with empirical ranging error model. IEEE J. Sel. Areas Commun. 33(7), 1407–1417 (2015)CrossRef
6.
Lv, T., Gao, H., Li, X., Yang, S., Hanzo, L.: Space-time hierarchical-graph based cooperative localization in wireless sensor networks. IEEE Trans. Signal Process. 64(2), 322–334 (2016)MathSciNetCrossRef
7.
Van de Velde, S., Arora, G., Vallozzi, L., Rogier, H., Steendam, H.: Cooperative hybrid localization using Gaussian processes and belief propagation. In: IEEE International Conference on Communication Workshop (ICCW), pp. 785–790. IEEE Press (2015)
8.
Wang, X., Qiu, J., Fan, J., Dai, G.: MDS-based localization scheme for large-scale WSNs within sparse anchor nodes. In: IEEE International Conference on Communications (ICC), pp. 6609–6614. IEEE Press (2015)
9.
10.
Liang, B., Haas, Z.J.: Predictive distance-based mobility management for multidimensional PCS networks. IEEE/ACM Trans. Netw. 11(5), 718–732 (2003)CrossRef
Metadata
Title
An Efficient Nonparametric Belief Propagation-Based Cooperative Localization Scheme for Mobile Ad Hoc Networks
Authors
Chaojie Xu
Hui Yu
Ming Yang
Copyright Year
2018
Publisher
Springer International Publishing
Book
Communications and Networking

Print ISBN: 978-3-319-66627-3

Electronic ISBN: 978-3-319-66628-0

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-66628-0_49

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