State Estimation of Wireless Mobile Client based on Sensor Data Fusion for Localization in Multistory Building

DOI Web Site 参考文献3件
  • Umetani Tomohiro
    Department of Intelligence and Informatics, Konan University
  • Yamane Susumu
    Graduate School of Natural Science, Konan University tly with Software Service, Inc.)
  • Yamashita Tomoya
    Graduate School of Natural Science, Konan University (Currently with Koatsu Gas Kogyo Co., Ltd.)
  • Tamura Yuichi
    Department of Intelligence and Informatics, Konan University

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  • <b>State Estimation of Wireless Mobile Client based on Sensor Data Fusion for Localization in Multistory Building</b>

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This paper describes a state space model for estimating the location of a mobile wireless client based on sensor data fusion. Data pertaining to the physical position of personal electronic devices or mobile robots are important for information services and robotic applications. We use the strength of signals received by wireless LAN access points to locate mobile clients in multistory buildings. We also use the acceleration of the mobile client as sensor data. The output of an accelerometer is prone to uncertainty; we use a probabilistic model of the location estimated by wireless LAN signals and the acceleration acquired by a sensor to create an observation model. In addition, a simplified measurement method is proposed for use by a fingerprinting-type estimation system based on human footsteps. Experimental results show the feasibility of the proposed method.

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