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2019 | OriginalPaper | Buchkapitel

Signal Processing, Control and Coordination in an Intelligent Connected Vehicle

verfasst von : Manolo Dulva Hina, Sebastien Dourlens, Assia Soukane, Amar Ramdane-Cherif

Erschienen in: Emerging Technologies for Developing Countries

Verlag: Springer International Publishing

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Abstract

In this paper, we present the functionalities of an intelligent connected vehicle. It is equipped with various sensors and connected objects that enable communication between the driver and its environment. This system provides assistance towards safe and green driving. The driving assistance may be directed towards the driver (semi-autonomous vehicle) or completely towards the vehicle (self-driving, autonomous vehicle). The assistance is based on the driving context which is the fusion of parameters representing the context of the driver, the vehicle and the environment. This cyber-physical vehicle has three main components: the embedded system, the networking and real-time system and the intelligent system. The architecture for data transfer within the connected vehicle is implemented through publish-subscribed infrastructure in which services are transferred and controlled in an orderly manner. These functionalities are tested both in the laboratory and on the road with satisfactory results. This is the fruit of labor of a consortium composed of five industrial and two academic partners.

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Literatur
1.
Zurück zum Zitat Rajkumar, R., Lee, I., Sha, L., Stankovic, J.: Cyber-physical systems: the next computing revolution. In: Design Automation Conference, Anaheim, CA, USA (2010) Rajkumar, R., Lee, I., Sha, L., Stankovic, J.: Cyber-physical systems: the next computing revolution. In: Design Automation Conference, Anaheim, CA, USA (2010)
2.
Zurück zum Zitat Wang, S.: Develop Vehicle Control Systems as CPS for Next-Generation Automobiles, March 2015 Wang, S.: Develop Vehicle Control Systems as CPS for Next-Generation Automobiles, March 2015
3.
Zurück zum Zitat Estl, H.: Paving the way to self-driving cars with advanced driver assistance systems, August 2015 Estl, H.: Paving the way to self-driving cars with advanced driver assistance systems, August 2015
4.
Zurück zum Zitat Hina, M.D., Thierry, C., Soukane, A., Ramdane-Cherif, A.: Cognition of driving context for driving assistance. In: Presented at the ICAIA 2018: 20th International Conference on Artificial Intelligence and Applications, Kuala Lumpur, Malaysia (2018) Hina, M.D., Thierry, C., Soukane, A., Ramdane-Cherif, A.: Cognition of driving context for driving assistance. In: Presented at the ICAIA 2018: 20th International Conference on Artificial Intelligence and Applications, Kuala Lumpur, Malaysia (2018)
5.
Zurück zum Zitat Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of Things (IoT): a vision, architectural elements and future directions. Future Gener. Comput. Syst. 29, 1645–1660 (2013)CrossRef Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of Things (IoT): a vision, architectural elements and future directions. Future Gener. Comput. Syst. 29, 1645–1660 (2013)CrossRef
7.
Zurück zum Zitat Hina, M.D., Guan, H., Ramdane-Cherif, A., Deng, N.: Secured data processing, notification and transmission in a human-vehicle interaction system. In: 19th IEEE International Conference on Intelligent Transportation Systems, ITSC 2016, Rio de Janeiro, Brazil (2016) Hina, M.D., Guan, H., Ramdane-Cherif, A., Deng, N.: Secured data processing, notification and transmission in a human-vehicle interaction system. In: 19th IEEE International Conference on Intelligent Transportation Systems, ITSC 2016, Rio de Janeiro, Brazil (2016)
8.
Zurück zum Zitat Sentinel, T.M.: Phantom Auto’ will tour city. In: Google News Archive, ed. (1926) Sentinel, T.M.: Phantom Auto’ will tour city. In: Google News Archive, ed. (1926)
10.
Zurück zum Zitat Kanade, T.: Autonomous land vehicle project at CMU. In: Presented at the 14th ACM Annual Conference on Computer Science (1986) Kanade, T.: Autonomous land vehicle project at CMU. In: Presented at the 14th ACM Annual Conference on Computer Science (1986)
11.
Zurück zum Zitat University of Parma: VisLab, Italy - Public Road Urban Driverless-Car Test 2013 - World premiere of BRAiVE, ed. (2013) University of Parma: VisLab, Italy - Public Road Urban Driverless-Car Test 2013 - World premiere of BRAiVE, ed. (2013)
12.
Zurück zum Zitat Parkinson, S., Ward, P., Wilson, K., Miller, J.: Cyber threats facing autonomous and connected vehicles: future challenges. IEEE Trans. Intell. Transp. Syst. 18, 2898–2915 (2017)CrossRef Parkinson, S., Ward, P., Wilson, K., Miller, J.: Cyber threats facing autonomous and connected vehicles: future challenges. IEEE Trans. Intell. Transp. Syst. 18, 2898–2915 (2017)CrossRef
13.
Zurück zum Zitat Geng, H.: Connected vehicle. In: Internet of Things and Data Analytics Handbook, ed. Wiley Telecom (2017) Geng, H.: Connected vehicle. In: Internet of Things and Data Analytics Handbook, ed. Wiley Telecom (2017)
15.
Zurück zum Zitat Ho, J.Y., Koh, W.Y., Veeravalli, B., Wong, J.W., Guo, H.: Secure sensing inputs for autonomous vehicles. In: Presented at the TENCON 2017, Penang, Malaysia (2017) Ho, J.Y., Koh, W.Y., Veeravalli, B., Wong, J.W., Guo, H.: Secure sensing inputs for autonomous vehicles. In: Presented at the TENCON 2017, Penang, Malaysia (2017)
16.
Zurück zum Zitat Foley & Lardner LLP: 2017 Connected Cars & Autonomous Vehicles Survey (2017) Foley & Lardner LLP: 2017 Connected Cars & Autonomous Vehicles Survey (2017)
17.
Zurück zum Zitat Louridas, P., Ebert, C.: Machine learning. IEEE Softw. 33, 110–115 (2016)CrossRef Louridas, P., Ebert, C.: Machine learning. IEEE Softw. 33, 110–115 (2016)CrossRef
18.
Zurück zum Zitat Tchankue, P., Wesson, J., Vogts, D.: Using machine learning to predict driving context whilst driving. In: Presented at the SAICSIT 2013, South African Institute for Computer Scientists and Information Technologists, East London, South Africa (2013) Tchankue, P., Wesson, J., Vogts, D.: Using machine learning to predict driving context whilst driving. In: Presented at the SAICSIT 2013, South African Institute for Computer Scientists and Information Technologists, East London, South Africa (2013)
19.
Zurück zum Zitat Witten, I., Frank, E., Hall, M.: Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann, Burlington (2011) Witten, I., Frank, E., Hall, M.: Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann, Burlington (2011)
20.
Zurück zum Zitat Li, L., Wen, D., Zheng, N.-N., Shen, L.-C.: Cognitive cars: a new frontier for ADAS research. IEEE Trans. Intell. Transp. Syst. 13, 395–407 (2012)CrossRef Li, L., Wen, D., Zheng, N.-N., Shen, L.-C.: Cognitive cars: a new frontier for ADAS research. IEEE Trans. Intell. Transp. Syst. 13, 395–407 (2012)CrossRef
21.
Zurück zum Zitat Ithape, A.A.: Artificial intelligence and machine learning in ADAS. In: Presented at the Vector India Conference, Pune, India (2017) Ithape, A.A.: Artificial intelligence and machine learning in ADAS. In: Presented at the Vector India Conference, Pune, India (2017)
24.
Zurück zum Zitat Oracle: Architectural Strategies for Cloud Computing. Oracle White Paper in Enterprise Architecture, August 2009 Oracle: Architectural Strategies for Cloud Computing. Oracle White Paper in Enterprise Architecture, August 2009
25.
Zurück zum Zitat Yousif, M.: The state of the cloud. IEEE Cloud Comput. 4, 4–5 (2017) Yousif, M.: The state of the cloud. IEEE Cloud Comput. 4, 4–5 (2017)
31.
Zurück zum Zitat Oviatt, S.L.: Multimodal interfaces. In: Jacko, A.S.J. (ed.) The Human-Computer Interaction Handbook: Fundamentals, Evolving Technologies and Emerging Applications, pp. 286–304, 2nd edn. CRC Press (2008) Oviatt, S.L.: Multimodal interfaces. In: Jacko, A.S.J. (ed.) The Human-Computer Interaction Handbook: Fundamentals, Evolving Technologies and Emerging Applications, pp. 286–304, 2nd edn. CRC Press (2008)
32.
Zurück zum Zitat Peschl, M.F., Stary, C.: The role of cognitive modeling for user interface design representations. Mind Mach. 8, 203–236 (1998)CrossRef Peschl, M.F., Stary, C.: The role of cognitive modeling for user interface design representations. Mind Mach. 8, 203–236 (1998)CrossRef
33.
Zurück zum Zitat Kelly III., J.E.: Computing, cognition and the future of knowing: how humans and machines are forging a new age of understanding (2015) Kelly III., J.E.: Computing, cognition and the future of knowing: how humans and machines are forging a new age of understanding (2015)
Metadaten
Titel
Signal Processing, Control and Coordination in an Intelligent Connected Vehicle
verfasst von
Manolo Dulva Hina
Sebastien Dourlens
Assia Soukane
Amar Ramdane-Cherif
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-05198-3_3