Incremental Knowledge Fusion – Smart Society Project http://www.smart-society-project.eu "Hybrid and Diversity-Aware Collective Adaptive Systems: When People Meet Machines to Build a Smarter Society" Fri, 10 Feb 2017 14:56:03 +0000 en-US hourly 1 https://wordpress.org/?v=4.5.2 http://www.smart-society-project.eu/wp-content/uploads/2014/01/favicon1.png Incremental Knowledge Fusion – Smart Society Project http://www.smart-society-project.eu 32 32 Collaborative Localization as a Paradigm for Incremental Knowledge Fusion http://www.smart-society-project.eu/collaborativelocalization/ http://www.smart-society-project.eu/collaborativelocalization/#respond Thu, 12 Jan 2017 22:01:01 +0000 http://www.smart-society-project.eu/?p=3187 Continue reading ]]>

Abstract: Collaborative localization is the computation of improved spatial coordinates in mobile agents based on their physical meetings in a pedestrian dead reckoning (PDR) system. Upon meeting the agents can exchange information about their subjective position and update it based on a simple algorithm. We show in a simulation model that the localization error diverges unless this algorithm is introduced in which case it remains bounded. We consider collaborative localization as an example of broader incremental knowledge fusion and discuss its various implications such as the importance of well-informed agents.

Citation: Kampis, G. and Lukowicz, P. (2014): Collaborative Localization as a Paradigm for Incremental Knowledge Fusion, 5th IEEE CogInfoCom 2014 Conference

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