On Curve Negotiation: From Driver Support to Automation

This paper describes a curve negotiation "behavior" that can be used-within subsumption architectures - to produce artificial agents with the ability to negotiate curves in a humanlike way. This may be used to implement functions spanning different levels of automation, from assistance (cu...

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Veröffentlicht in:IEEE transactions on intelligent transportation systems 2015-08, Vol.16 (4), p.2082-2093
Hauptverfasser: Bosetti, Paolo, Da Lio, Mauro, Saroldi, Andrea
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper describes a curve negotiation "behavior" that can be used-within subsumption architectures - to produce artificial agents with the ability to negotiate curves in a humanlike way. This may be used to implement functions spanning different levels of automation, from assistance (curve warning) to automated (curve speed control). This paper gives the following: (1) a summary of related works and of the subsumption architecture conceptual framework; (2) a detailed description of the function within this framework; (3) experimental data for validation and tuning derived from user tests; (4) guidelines on integration of the function within advanced driver assistance systems with different automation levels, with examples; and (5) a comparison with experimental data of the human curve speed choice models in the state of the art.
ISSN:1524-9050
1558-0016
DOI:10.1109/TITS.2015.2395819