Terrain traversability analysis methods for unmanned ground vehicles: A survey

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Engineering applications of artificial intelligence

• Publication date

  2013-04-01

• Fields of study

  Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1016/j.engappai.2013.01.006
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  1992influential reference
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  1991cited by this paper
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