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Please use this identifier to cite or link to this item: http://hdl.handle.net/10119/14210

Title: A hybrid TOA and RSS-based factor graph for wireless geolocation technique
Authors: Karimah, Shofiyati Nur
Aziz, Muhammad Reza Kahar
Matsumoto, Tad
Keywords: factor graph
TOA
RSS
wireless geolocation
sensor network
Issue Date: 2016
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Magazine name: 2016 IEEE 12th International Colloquium on Signal Processing & Its Applications (CSPA)
Start page: 140
End page: 145
DOI: 10.1109/CSPA.2016.7515820
Abstract: This paper proposes a new hybrid time-of-arrival (TOA) and received-signal-strength (RSS)-based factor graph (TRFG) for wireless geolocation technique. The TOA-based FG (TFG) provides rough estimated position which is used to select the most appropriate monitoring spot positions, i.e., at least four monitoring spots surrounding the target, and initial target position for RSS-based FG (RFG) technique. The performance of the proposed technique is verified through making comparison with the conventional TFG-only technique suffering from imperfect time synchronization, as well as with the idealistic RFG technique, in terms of the root mean squared error (RMSE) of the estimate. It is shown that the RFG technique utilizing the result of TFG achieves close performance to the idealistic RFG technique where the optimal monitoring spots are assumed to be always correctly identified. Hence, the proposed technique outperforms the TFG-only technique in terms of estimation accuracy.
Rights: This is the author's version of the work. Copyright (C) 2016 IEEE. 2016 IEEE 12th International Colloquium on Signal Processing & Its Applications (CSPA), 2016, 140-145. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
URI: http://hdl.handle.net/10119/14210
Material Type: author
Appears in Collections:b11-1. 会議発表論文・発表資料 (Conference Papers)

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