Abstract
Environment perception technologies and sophisticated signal processing algorithms yield today mature understanding of dynamics of transportation vectors. Uncertainty management became inherent to decision making following such environment understanding processes. However, designers of critical embedded systems remain skeptical about considering uncertainty, probably as design tools and frameworks have not yet integrated advances in state-of-the-art of confidence management approaches. Furthermore, hesitant multicore programming tools do not provide yet enough native redundancy for applications offered by such technologies, which would have been a precious contribution to increase their reliability. In this paper, which outlines the conference keynote, we present a synopsis of these new challenges that will face in the near future designers and tool developers for Intelligent Transportation Systems.
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Cattaneo, M.E.G.V.: Combining belief functions issued from dependent sources. In: Bernard, J.M., Seidenfeld, T., Zaffalon, M. (eds.) Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications (ISIPTA 2003), Carleton Scientific, Lugano, Switzerland, pp. 133–147 (2003)
Denœux, T.: A k-nearest neighbor classification rule based on Dempster–Shafer theory. IEEE Transactions on Systems Man and Cybernetics 25(05), 804–813 (1995)
Nigro, J.-M., Rombaut, M.: IDRES: A rule-based system for driving situation recognition with uncertainty management. Information Fusion 4(4), 309–317 (2003)
Persson, M., Bonnet, S., Shawky, M.: In: Rajan, A., Wahl, T. (eds.) CESAR - Cost-efficient Methods and Processes for Safety-relevant Embedded Systems. Springer (2013)
Smolens, J.C., Gold, B.T., Falsafi, B., Hoe, J.C.: Reunion: Complexity-Effective Multicore Redundancy. In: 39th Annual IEEE/ACM International Symposium on Microarchitecture, pp. 223–234. IEEE Computer Society, Washington, DC (2006)
Tahan, O., Shawky, M.: Using Dynamic Task Level Redundancy for OpenMP Fault Tolerance. In: Herkersdorf, A., Römer, K., Brinkschulte, U. (eds.) ARCS 2012. LNCS, vol. 7179, pp. 25–36. Springer, Heidelberg (2012)
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Shawky, M. (2014). Future Challenges in Design Frameworks for Embedded Systems: Application to Intelligent Transportation Systems. In: George, L., Vardanega, T. (eds) Reliable Software Technologies – Ada-Europe 2014. Ada-Europe 2014. Lecture Notes in Computer Science, vol 8454. Springer, Cham. https://doi.org/10.1007/978-3-319-08311-7_2
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DOI: https://doi.org/10.1007/978-3-319-08311-7_2
Publisher Name: Springer, Cham
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