{"product_id":"generating-test-scenarios-for-assessing-maximilian-bzoumler-9783689528539","title":"Generating test scenarios for assessing automated driving systems using scenario fusion","description":"This thesis presents the find-unify-synthesize-evaluate for representativity (FUSE4Rep) process model, a novel approach to the safety evaluation of automated driving systems (ADS). Designed to make road traffic safer by preventing accidents, ADS must demonstrate a higher level of safety than human drivers. FUSE4Rep addresses the challenge of unifying divergent information from sources such as police accident data and video-based traffic observations to ensure a comprehensive scenario representation. Through scenario fusion, the process synthesises diverse traffic data into a representative scenario catalogue, enabling a thorough assessment of ADS over a wide scenario space. Using statistical matching, it derives and varies logical scenarios to cover potential real-world conditions in stochastic simulations. A case study shows how German police accident data and video-based observations are used to create a fused scenario catalogue, demonstrating the practical application of FUSE4Rep. As part of the comprehensive \"Dresden Method\" for ADS evaluation, this approach provides a reliable framework for the development of safer ADS and contributes to improved road safety.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Maximilian Bäumler\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3689528534\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783689528539\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cuvillier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/12\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 220\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.59lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.27h x 5.83w x 0.46d","brand":"Maximilian Bäumler","offers":[{"title":"Paperback","offer_id":49172375535871,"sku":"9783689528539","price":91.78,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/generating-test-scenarios-for-assessing-maximilian-bzoumler-9783689528539","provider":"WR Book House","version":"1.0","type":"link"}