Abstract
Range-based localization of wireless sensor networks is to obtain sensory data for the calculation of the distance to the target. The positioning accuracy is directly affected by environmental factors. The major localization error of the traditional methods will be made by the use of fixed parameters for the measurement of distance. In this chapter, we proposed a RSSI-based cooperative localization algorithm by adjusting the signal propagation model dynamically. The localization method was optimized and the triangular range localization method was taken as an example to verify the optimization result. From the simulation and experiment, we verify that the proposed algorithm can provide higher localization accuracy.
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References
Liu C, Wu K, He T (2004) Sensor localization with ring overlapping based on comparison of received signal strength indicator. In: Proceedings of the 1st IEEE international conference on mobile Ad-hoc and sensor systems, Los Alamitos, 516–518
Cheung K, So H (2005) A multidimensional scaling framework for mobile location using time-of-arrival measurements. IEEE Trans Sign Process 53(2):460–470
Cheng XZ, Andrew T, Xue G (2004) TPS: a time-based positioning scheme for outdoor wireless sensor net works. In: Proceedings of IEEE INFOCOM. IEEE, New York, 2685–2696
Ni C, Nath B (2003) Ad hoc positioning system (APS) using AoA. In: IEEE conference on computer communications. IEEE, New York, 1734–1743
Caltabiano D, Muscato G, Russo F (2004) Localization and self-calibrartion of a robot for volcano exploration. In: Proceedings of the 2004 IEEE ICRA. IEEE robotics and automation society, New Orleans, 1:586–591
Wang S, Yin J, Cai Z et al (2008) A RSSI-based Self-locaIization algorithm for wireless sensor networks. J Comput Res Dev 45(Suppl.):385–388 (in Chinese)
Feng J, Megerian S, Potkonjak M (2003) Model-based calibration for sensor networks. In: IEEE, 737–742
Acknowledgments
The work presented in this chapter is supported by the Nature Science Foundation of Anhui Education Department under grant No. KJ2012B212 and the National Science Foundation of China under grant No. 61170233.
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Zhou, X., Li, M., He, F. (2013). Research on the Optimization of Wireless Sensor Network Localization Based on Real-Time Estimation. In: Lu, W., Cai, G., Liu, W., Xing, W. (eds) Proceedings of the 2012 International Conference on Information Technology and Software Engineering. Lecture Notes in Electrical Engineering, vol 210. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34528-9_3
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DOI: https://doi.org/10.1007/978-3-642-34528-9_3
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