{"product_id":"generating-test-scenarios-for-assessing-automated-driving-systems-using-scenario-fusion-9783689528539","title":"Generating test scenarios for assessing automated driving systems using scenario fusion","description":"\u003cp\u003e • Author(s): Maximilian Bäumler\u003cbr\u003e • Publisher: Cuvillier\u003cbr\u003e • Publisher Imprint: Cuvillier\u003cbr\u003e • BISAC: General\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Cuvillier","offers":[{"title":"Paperback","offer_id":47779416047767,"sku":"9783689528539","price":6123.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783689528539.webp?v=1778036420","url":"https:\/\/atlanticbooks.com\/products\/generating-test-scenarios-for-assessing-automated-driving-systems-using-scenario-fusion-9783689528539","provider":"Atlantic Books","version":"1.0","type":"link"}