{"product_id":"decision-making-strategies-for-automated-driving-in-urban-environments-9783030459055","title":"Decision-making Strategies for Automated Driving in Urban Environments","description":"\u003cp\u003eThis book describes an effective decision-making and planning architecture for enhancing the navigation capabilities of automated vehicles in the presence of non-detailed, open-source maps. The system involves dynamically obtaining road corridors from map information and utilizing a camera-based lane detection system to update and enhance the navigable space in order to address the issues of intrinsic uncertainty and low-fidelity. An efficient and human-like local planner then determines, within a probabilistic framework, a safe motion trajectory, ensuring the continuity of the path curvature and limiting longitudinal and lateral accelerations. LiDAR-based perception is then used to identify the driving scenario, and subsequently re-plan the trajectory, leading in some cases to adjustment of the high-level route to reach the given destination. The method has been validated through extensive theoretical and experimental analyses, which are reported here in detail.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52911129985303,"sku":null,"price":12080.49,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783030459055.jpg?v=1781260299","url":"https:\/\/payment.letskitaboo.com\/ur\/products\/decision-making-strategies-for-automated-driving-in-urban-environments-9783030459055","provider":"Kitaboo One eStore","version":"1.0","type":"link"}