{"product_id":"generating-test-scenarios-for-assessing-automated-driving-systems-using-scenario-fusion-von-maximilan-baumler-und-maximilian-baumler","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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783689528539\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Buch - 9783689528539","offer_id":54096375513413,"sku":"9783689528539","price":73.43,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/546744e0-cf41-4597-8010-1f7945d9df49.jpg?v=1776143085","url":"https:\/\/shop.autorenwelt.de\/products\/generating-test-scenarios-for-assessing-automated-driving-systems-using-scenario-fusion-von-maximilan-baumler-und-maximilian-baumler","provider":"Autorenwelt Shop","version":"1.0","type":"link"}