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An Occupancy Mapping Method Based on K-Nearest Neighbours

An Occupancy Mapping Method Based on K-Nearest Neighbours

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_08eb1d61baad4abca480dc9302320b2e

An Occupancy Mapping Method Based on K-Nearest Neighbours

About this item

Full title

An Occupancy Mapping Method Based on K-Nearest Neighbours

Publisher

Switzerland: MDPI AG

Journal title

Sensors (Basel, Switzerland), 2021-12, Vol.22 (1), p.139

Language

English

Formats

Publication information

Publisher

Switzerland: MDPI AG

More information

Scope and Contents

Contents

OctoMap is an efficient probabilistic mapping framework to build occupancy maps from point clouds, representing 3D environments with cubic nodes in the octree. However, the map update policy in OctoMap has limitations. All the nodes containing points will be assigned with the same probability regardless of the points being noise, and the probabilit...

Alternative Titles

Full title

An Occupancy Mapping Method Based on K-Nearest Neighbours

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_08eb1d61baad4abca480dc9302320b2e

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_08eb1d61baad4abca480dc9302320b2e

Other Identifiers

ISSN

1424-8220

E-ISSN

1424-8220

DOI

10.3390/s22010139

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