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March 22, 200419 citations

Decentralized certainty grid maps

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AMAlexei MakarenkoSWStefan B. WilliamsHDHugh Durrant‐Whyte

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Abstract

This work is concerned with mapping of indoor environment by a team of robots who share the information they gather to build a global representation of the environment in a consistent, efficient, and scalable way. The well known approach of Decentralized Data Fusion is applied to a widely used representation of Certainty Grid maps. The result is a scalable and intuitive algorithm for combining observations from multiple heterogeneous sensing platforms with built-in processing and communication capabilities. The platforms are assumed to have access to external localization. Results of realistic simulations are presented.

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Cite This Study

Makarenko et al. (2004) studied this question.

synapsesocial.com/papers/6a1bc76569a4af5b15a8fc82https://doi.org/10.1109/iros.2003.1249658
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