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Erschienen in: Wireless Personal Communications 3/2017

03.08.2017

Dynamic Range Normal Bisector Localization Algorithm for Wireless Sensor Networks

verfasst von: Gaurav Sharma, Ashok Kumar

Erschienen in: Wireless Personal Communications | Ausgabe 3/2017

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Abstract

Node localization in wireless sensor networks (WSNs) is one of the most critical issues, as many WSN applications depend on precise location of sensor nodes. A number of range-based and range-free localization algorithms have been proposed in last two decades. Range-based schemes attain higher localization accuracy at the cost of extra ranging hardware whereas; range-free schemes are cost effective but show poor localization accuracy. In order to improve the localization accuracy, we have proposed dynamic range normal bisector (DRNB) algorithm which is a distributed range-free localization approach. In DRNB, connectivity between nodes, dynamic ranges of anchor nodes, and principle of normal bisector are used to determine the location of nodes. Each anchor node transmits beacon packets at two different range levels in the network. Each normal node estimates its location by calculating the centre point of the overlapping region of the communication ranges of neighbouring anchors where it lies. Normal bisector technique is used to find the centre point of this overlapping region. Sometimes estimated location of a node may fall out of this overlapping region. To overcome this problem, correction factor has also been proposed. DRNB is an energy efficient algorithm, as it doesn’t require the exchange of information between neighbouring nodes. Analysis and simulation results show that DRNB performs better compared to other existing range-free schemes (e.g. centroid, restricted area based localization and mid-perpendicular algorithm).

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Literatur
1.
Zurück zum Zitat Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). A survey on sensor networks. IEEE Communications Magazine, 40(8), 102–114.CrossRef Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). A survey on sensor networks. IEEE Communications Magazine, 40(8), 102–114.CrossRef
2.
Zurück zum Zitat Ward, A., Jones, A., & Hopper, A. (1997). A new location technique for the active office. IEEE Personal Communications, 4(5), 42–47.CrossRef Ward, A., Jones, A., & Hopper, A. (1997). A new location technique for the active office. IEEE Personal Communications, 4(5), 42–47.CrossRef
3.
Zurück zum Zitat Patwari, N., Ash, J. N., Kyperountas, S., Hero, A. O., Moses, R. L., & Correal, N. S. (2005). Locating the nodes: Cooperative localization in wireless sensor networks. IEEE Signal Processing Magazine, 22(4), 54–69.CrossRef Patwari, N., Ash, J. N., Kyperountas, S., Hero, A. O., Moses, R. L., & Correal, N. S. (2005). Locating the nodes: Cooperative localization in wireless sensor networks. IEEE Signal Processing Magazine, 22(4), 54–69.CrossRef
4.
Zurück zum Zitat Hofmann-Wellenhof, B., Lichtenegger, H., & Collins, J. (2012). Global positioning system: Theory and practice. Springer. Hofmann-Wellenhof, B., Lichtenegger, H., & Collins, J. (2012). Global positioning system: Theory and practice. Springer.
5.
Zurück zum Zitat Djuknic, G. M., & Richton, R. E. (2001). Geolocation and assisted GPS. Computer, 34(2), 123–125.CrossRef Djuknic, G. M., & Richton, R. E. (2001). Geolocation and assisted GPS. Computer, 34(2), 123–125.CrossRef
6.
Zurück zum Zitat Goyal, S., & Patterh, M. S. (2016). Modified bat algorithm for localization of wireless sensor network. Wireless Personal Communications, 86(2), 657–670.CrossRef Goyal, S., & Patterh, M. S. (2016). Modified bat algorithm for localization of wireless sensor network. Wireless Personal Communications, 86(2), 657–670.CrossRef
7.
Zurück zum Zitat Bulusu, N., Heidemann, J., & Estrin, D. (2000). GPS-less low-cost outdoor localization for very small devices. IEEE Personal Communications, 7(5), 28–34.CrossRef Bulusu, N., Heidemann, J., & Estrin, D. (2000). GPS-less low-cost outdoor localization for very small devices. IEEE Personal Communications, 7(5), 28–34.CrossRef
8.
Zurück zum Zitat Zheng, J., Wu, C., Chu, H., & Xu, Y. (2011). An improved RSSI measurement in wireless sensor networks. Procedia Engineering, 15, 876–880.CrossRef Zheng, J., Wu, C., Chu, H., & Xu, Y. (2011). An improved RSSI measurement in wireless sensor networks. Procedia Engineering, 15, 876–880.CrossRef
9.
Zurück zum Zitat Niculescu, D., & Nath, B. (2001). Ad hoc positioning system (APS). In Global telecommunications conference (GLOBECOM’01). (Vol. 5, pp. 2926–2931). IEEE. Niculescu, D., & Nath, B. (2001). Ad hoc positioning system (APS). In Global telecommunications conference (GLOBECOM’01). (Vol. 5, pp. 2926–2931). IEEE.
10.
Zurück zum Zitat Liu, C., Scott, T., Wu, K., & Hoffman, D. (2007). Range-free sensor localisation with ring overlapping based on comparison of received signal strength indicator. International Journal of Sensor Networks, 2(5–6), 399–413.CrossRef Liu, C., Scott, T., Wu, K., & Hoffman, D. (2007). Range-free sensor localisation with ring overlapping based on comparison of received signal strength indicator. International Journal of Sensor Networks, 2(5–6), 399–413.CrossRef
11.
Zurück zum Zitat Singh, M., & Khilar, P. M. (2016). A range free geometric technique for localization of wireless sensor network (WSN) based on controlled communication range. Wireless Personal Communications. doi:10.1007/s11277-016-3686-x.CrossRef Singh, M., & Khilar, P. M. (2016). A range free geometric technique for localization of wireless sensor network (WSN) based on controlled communication range. Wireless Personal Communications. doi:10.​1007/​s11277-016-3686-x.CrossRef
12.
Zurück zum Zitat He, T., Huang, C., Blum, B. M., Stankovic, J. A., & Abdelzaher, T. (2005). Range-free localization schemes for large scale sensor networks. ACM Transactions on Embedded Computing System, 4(4), 877–906.CrossRef He, T., Huang, C., Blum, B. M., Stankovic, J. A., & Abdelzaher, T. (2005). Range-free localization schemes for large scale sensor networks. ACM Transactions on Embedded Computing System, 4(4), 877–906.CrossRef
13.
Zurück zum Zitat Doherty, L., & El Ghaoui, L. (2001). Convex position estimation in wireless sensor networks. In Proceedings of twentieth annual joint conference of the IEEE computer and communications societies (Vol. 3, pp. 1655–1663). IEEE. Doherty, L., & El Ghaoui, L. (2001). Convex position estimation in wireless sensor networks. In Proceedings of twentieth annual joint conference of the IEEE computer and communications societies (Vol. 3, pp. 1655–1663). IEEE.
14.
Zurück zum Zitat Vivekanandan, V., & Wong, V. W. (2007). Concentric anchor beacon localization algorithm for wireless sensor networks. IEEE Transactions on Vehicular Technology, 56(5), 2733–2744.CrossRef Vivekanandan, V., & Wong, V. W. (2007). Concentric anchor beacon localization algorithm for wireless sensor networks. IEEE Transactions on Vehicular Technology, 56(5), 2733–2744.CrossRef
15.
Zurück zum Zitat Gui, L., Val, T., Wei, A., & Taktak, S. (2014). An adaptive range-free localisation protocol in wireless sensor networks. International Journal of Ad Hoc and Ubiquitous Computing, 15(1–3), 38–56.CrossRef Gui, L., Val, T., Wei, A., & Taktak, S. (2014). An adaptive range-free localisation protocol in wireless sensor networks. International Journal of Ad Hoc and Ubiquitous Computing, 15(1–3), 38–56.CrossRef
16.
Zurück zum Zitat Shang, Y., Ruml, W., Zhang, Y., & Fromherz, M. P. (2003). Localization from mere connectivity. In Proceedings of the 4th ACM international symposium on mobile ad hoc networking and computing (pp. 201–212). ACM. Shang, Y., Ruml, W., Zhang, Y., & Fromherz, M. P. (2003). Localization from mere connectivity. In Proceedings of the 4th ACM international symposium on mobile ad hoc networking and computing (pp. 201–212). ACM.
17.
Zurück zum Zitat Wang, C., Liu, K., & Xiao, N. (2008). A range free localization algorithm based on restricted-area for wireless sensor networks. In Third international multi-conference on computing in the global information technology (ICCGI’08) (pp. 97–101). IEEE. Wang, C., Liu, K., & Xiao, N. (2008). A range free localization algorithm based on restricted-area for wireless sensor networks. In Third international multi-conference on computing in the global information technology (ICCGI’08) (pp. 97–101). IEEE.
18.
Zurück zum Zitat Lee, J., Chung, W., & Kim, E. (2011). A new range-free localization method using quadratic programming. Computer Communications, 34(8), 998–1010.CrossRef Lee, J., Chung, W., & Kim, E. (2011). A new range-free localization method using quadratic programming. Computer Communications, 34(8), 998–1010.CrossRef
19.
Zurück zum Zitat Sheu, J. P., Chen, P. C., & Hsu, C. S. (2008). A distributed localization scheme for wireless sensor networks with improved grid-scan and vector-based refinement. IEEE Transactions on Mobile Computing, 7(9), 1110–1123.CrossRef Sheu, J. P., Chen, P. C., & Hsu, C. S. (2008). A distributed localization scheme for wireless sensor networks with improved grid-scan and vector-based refinement. IEEE Transactions on Mobile Computing, 7(9), 1110–1123.CrossRef
20.
Zurück zum Zitat Wang, Y., Wang, X., Xie, B., Wang, D., & Agrawal, D. P. (2008). Intrusion detection in homogeneous and heterogeneous wireless sensor networks. IEEE Transactions on Mobile Computing, 7(6), 698–711.CrossRef Wang, Y., Wang, X., Xie, B., Wang, D., & Agrawal, D. P. (2008). Intrusion detection in homogeneous and heterogeneous wireless sensor networks. IEEE Transactions on Mobile Computing, 7(6), 698–711.CrossRef
21.
Zurück zum Zitat Xing, G., Lu, C., Zhang, Y., Huang, Q., & Pless, R. (2005). Minimum power configuration in wireless sensor networks. In Proceedings of the 6th ACM international symposium on mobile ad hoc networking and computing (pp. 390–401). ACM. Xing, G., Lu, C., Zhang, Y., Huang, Q., & Pless, R. (2005). Minimum power configuration in wireless sensor networks. In Proceedings of the 6th ACM international symposium on mobile ad hoc networking and computing (pp. 390–401). ACM.
23.
Zurück zum Zitat Pandey, S., & Varma, S. (2016). A range based localization system in multihop wireless sensor networks: a distributed cooperative approach. Wireless Personal Communications, 86(2), 615–634.CrossRef Pandey, S., & Varma, S. (2016). A range based localization system in multihop wireless sensor networks: a distributed cooperative approach. Wireless Personal Communications, 86(2), 615–634.CrossRef
24.
Zurück zum Zitat Coulson, A. J., Williamson, A. G., & Vaughan, R. G. (1998). A statistical basis for lognormal shadowing effects in multipath fading channels. IEEE Transactions on Communications, 46(4), 494–502.CrossRef Coulson, A. J., Williamson, A. G., & Vaughan, R. G. (1998). A statistical basis for lognormal shadowing effects in multipath fading channels. IEEE Transactions on Communications, 46(4), 494–502.CrossRef
25.
Zurück zum Zitat Gaurav, Kumar, V., Kumar, A., & Singh, M. (2016). Localization using varying anchor range in randomly distributed wireless sensor network. In 3rd International conference on computing for sustainable global development (INDIACom) (pp. 1679–1684). IEEE. Gaurav, Kumar, V., Kumar, A., & Singh, M. (2016). Localization using varying anchor range in randomly distributed wireless sensor network. In 3rd International conference on computing for sustainable global development (INDIACom) (pp. 1679–1684). IEEE.
26.
Zurück zum Zitat Xu, Y., Zhuang, Y., & Gu, J. J. (2015). An improved 3D localization algorithm for the wireless sensor network. International Journal of Distributed Sensor Networks. doi:10.1155/2015/315714.CrossRef Xu, Y., Zhuang, Y., & Gu, J. J. (2015). An improved 3D localization algorithm for the wireless sensor network. International Journal of Distributed Sensor Networks. doi:10.​1155/​2015/​315714.CrossRef
27.
Zurück zum Zitat Zhou, G., He, T., Krishnamurthy, S., & Stankovic, J. A. (2006). Models and solutions for radio irregularity in wireless sensor networks. ACM Transactions on Sensor Networks (TOSN), 2(2), 221–262.CrossRef Zhou, G., He, T., Krishnamurthy, S., & Stankovic, J. A. (2006). Models and solutions for radio irregularity in wireless sensor networks. ACM Transactions on Sensor Networks (TOSN), 2(2), 221–262.CrossRef
28.
Zurück zum Zitat Khan, U. A., Kar, S., & Moura, J. M. (2009). Distributed sensor localization in random environments using minimal number of anchor nodes. IEEE Transactions on Signal Processing, 57(5), 2000–2016.MathSciNetCrossRef Khan, U. A., Kar, S., & Moura, J. M. (2009). Distributed sensor localization in random environments using minimal number of anchor nodes. IEEE Transactions on Signal Processing, 57(5), 2000–2016.MathSciNetCrossRef
29.
Zurück zum Zitat Bettstetter, C. (2002). On the connectivity of wireless multihop networks with homogeneous and inhomogeneous range assignment. In Proceedings of 56th vehicular technology conference (VTC)(Vol. 3, pp. 1706–1710). IEEE. Bettstetter, C. (2002). On the connectivity of wireless multihop networks with homogeneous and inhomogeneous range assignment. In Proceedings of 56th vehicular technology conference (VTC)(Vol. 3, pp. 1706–1710). IEEE.
Metadaten
Titel
Dynamic Range Normal Bisector Localization Algorithm for Wireless Sensor Networks
verfasst von
Gaurav Sharma
Ashok Kumar
Publikationsdatum
03.08.2017
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2017
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-017-4736-8

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