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Study on the Control Method of Temperature and Humidity Environment in Building Intelligent System Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Application of Probabilistic Reasoning Algorithm in Indoor Positioning Based on WLAN

Authors : Meng Li, Honglin Wang

Published in: Advancements in Smart City and Intelligent Building

Publisher: Springer Singapore

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Abstract

To improve the efficiency of resource utilization of large public buildings, indoor positioning and navigation is more and more possible in recent years. But the navigation accuracy is poor because of the complex environment in the buildings and the failure to use the satellite navigation signal. To solve this problem, a navigation and integrated information system is designed and developed by using the existed wireless network signals. A position fingerprint location method is adopted in order to ensure the finite complexity of the algorithm. A weighted K-nearest neighbor algorithm based on probabilistic reasoning is proposed to meet the requirements of navigation precision. This system will be widely used in large public buildings such as market, museum, library, and transport hubs.

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Literature
1.
Want, R., Hopper, A., Falcao, V., et al.: The active badge location system. ACM Trans. Inf. Syst. 10(1), 91–102 (1992)CrossRef
2.
Shen, M., Yang, X., Jun, W.U.: A method of identifying beacons of cricket system based on phase superposition. Chin. J. Sensors Actuators 26(7), 981–985 (2013)
3.
Whitehouse, C.D.: The design of calamari: an ad-hoc 788 localization system for sensor networks. University of California at Berkeley, Berkeley (2002)
4.
Li, M.: Development of the indoor navigation system for large public buildings. In: Proceedings of 2017 International Conference on Computer, Electronics and Communication Engineering (CECE2017), p. 5. Science and Engineering Research Center (2017)
5.
Farshad, A., Li, J., Marina, M.K., et al.: A microscopic look at WiFi fingerprinting for indoor mobile phone localization in diverse environments. In: 2013 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Busan, Korea, pp. 1–10. IEEE (2013)
6.
Luo, Y., Hoeber, O., Chen, Y.: Enhancing Wi-Fi fingerprinting for indoor positioning using human-centric collaborative feedback. Hum.-Centric Comput. Inf. Sci. 3(1), 1–23 (2013)CrossRef
Metadata
Title
Application of Probabilistic Reasoning Algorithm in Indoor Positioning Based on WLAN
Authors
Meng Li
Honglin Wang
Copyright Year
2019
Publisher
Springer Singapore
Book
Advancements in Smart City and Intelligent Building

Print ISBN: 978-981-13-6732-8

Electronic ISBN: 978-981-13-6733-5

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-981-13-6733-5_9