Context Prediction Architectures in Next Generation of Intelligent Cars
Shafaei S, Muller F, Salzmann T, Farzaneh MH, Kugele S, Knoll A (2018)
Publication Type: Conference contribution
Publication year: 2018
Publisher: Institute of Electrical and Electronics Engineers Inc.
Book Volume: 2018-November
Pages Range: 2923-2930
Conference Proceedings Title: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Event location: Maui, HI, USA
ISBN: 9781728103235
DOI: 10.1109/ITSC.2018.8569617
Abstract
The growing number of intelligent components inside a car leads to a considerable increase in amount of the produced data. Context aware paradigm plays a major role in managing this data and offering a numerous number of prospects and advantages for existing and new intelligent applications inside the car. Following that, enabling context prediction promises reliable solutions in terms of enhancing the comfort of the occupants and vehicle dynamics. Moreover, this would be a great step toward facilitating highly automated and autonomous driving. However, due to the complex nature of the data resources in an intelligent car and also the lack of comprehensive studies on different aspects of this concept in automotive, defining a functional architecture for context prediction requires broad knowledge and better understanding of multiple domains which are involved and have impacts. In this paper, we investigate the most effective elements and factors in each one of the related domains which help to enable context prediction architectures inside the intelligent cars and analyze the feasible dimensions in detail, cover their advantages, and address the challenges ahead. We elucidate the possibility and validity of our considerations with the help of two use cases of adaptive HVAC and ACC systems.
Involved external institutions
Germany (DE)How to cite
APA:
Shafaei, S., Muller, F., Salzmann, T., Farzaneh, M.H., Kugele, S., & Knoll, A. (2018). Context Prediction Architectures in Next Generation of Intelligent Cars. In IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (pp. 2923-2930). Maui, HI, USA: Institute of Electrical and Electronics Engineers Inc..
MLA:
Shafaei, Sina, et al. "Context Prediction Architectures in Next Generation of Intelligent Cars." Proceedings of the 21st IEEE International Conference on Intelligent Transportation Systems, ITSC 2018, Maui, HI, USA Institute of Electrical and Electronics Engineers Inc., 2018. 2923-2930.
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