Multi-Robot SLAM using Condensed Measurements

被引:0
|
作者
Lazaro, M. T. [1 ]
Paz, L. M. [1 ]
Pinies, P. [1 ]
Castellanos, J. A. [1 ]
Grisetti, G.
机构
[1] Univ Zaragoza, Inst Invest Ingn Aragon, E-50009 Zaragoza, Spain
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we describe a Simultaneous Localization and Mapping (SLAM) approach specifically designed to address the communication and computational issues that affect multi-robot systems. Our method utilizes condensed measurements to exchange map information between the robots. These measurements can effectively compress relevant portions of a map in a few data. This results in a substantial reduction of both the data to be transmitted and processed, that renders the system more robust and efficient. As documented by our simulated and real world experiments, these advantages come with a very little decrease in accuracy compared to ideal (but not realistic) methods that share the full data among all the robots.
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页码:1069 / 1076
页数:8
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