{"product_id":"simulation-of-automotive-radar-point-thomas-eder-9783736975361","title":"Simulation of Automotive Radar Point Clouds in Standardized Frameworks","description":"The simulation of the vehicle's environmental sensors, the so-called sensor simulation, is crucial for testing and validating autonomous driving. Automobile manufacturers are increasingly focusing on a standardized architecture with a high level of abstraction. In order to simulate the sensors, such as radar sensors, most realistically on a point cloud level, data-based methods are used in many cases. In general, and specifically in case of radar sensors, there are still challenges to be faced. Therefore, four research questions are addressed: Is it possible to generate synthetic training data for data-based models? Which statistical approaches are suitable to simulate radar point clouds and how shall their learning capacities be evaluated? Is there a modeling approach to circumvent the disadvantages of statistical modeling? How to tackle the statistical nature of radar sensors during validation?\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Thomas Eder\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3736975368\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783736975361\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cuvillier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/29\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 126\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.35lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.27h x 5.83w x 0.27d","brand":"Thomas Eder","offers":[{"title":"Paperback","offer_id":43945826025727,"sku":"9783736975361","price":62.38,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_0b85c6f0-0004-4e71-b82b-e63d332fb1e5.jpg?v=1681509975","url":"https:\/\/www.whiterainbookhouse.com\/products\/simulation-of-automotive-radar-point-thomas-eder-9783736975361","provider":"WR Book House","version":"1.0","type":"link"}