The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)
Online ISSN : 2424-3124
2017
Session ID : 2P2-B03
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Improvement of SLAM and Development of a Car Call System using Wifi Signal Strength
Taku KUDOJun MIURA
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Keywords: SLAM, Localization, Wifi
CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract

Service robots require map data that describe the structure of the environment for localization and path planning. In a 2D wide environment mapping, there may be a problem of inconsistency in a map since it cannot associate and misaligned the same locations that are temporally apart. This is a so-called loop-closing problem; the robot has to have a loop-closure function to solve this problem. We propose a mapping method that optimizes a gridmap by making correspondence with past and current locations using a WiFi signal strength similarity. The map can be used for estimating a user location with a smartphone using WiFi signals. We developed a robot call system that dispatches a robot to the estimated user location and makes the robot guide the user to a selected location by using the built map.

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© 2017 The Japan Society of Mechanical Engineers
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