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25 - 27 February 2020 // Nuremberg, Germany

Konferenzen und Rahmenprogramm

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Session 8.3: Intelligent Systems III Autonomous Driving

Power Efficient AI Processors for Perception and Decision Making in Autonomous Vehicles Vortragssprache Englisch

Autonomous vehicles (AV) require high performance and low power processors for sensing, perception and decision making. Sensor processing is the first step. Data from image, radar, lidar and/or ultrasound sensors are processed using specialized processors. Noise reduction on image sensors, accurate speed measurements on radar sensors, 3d point cloud generation on lidar/radar/ultrasound sensors are some examples of sensor processing. Perception is the second step and uses Artificial Intelligence on the pre-processed sensor data to detect objects, people and lanes, classify detected objects and segment roads. Decision making is the third step and also uses Artificial Intelligence to decide the safest path to drive, driver assistance functions like emergency braking and cross traffic alert. This presentation will discuss recent developments in AI and sensor processing including software platform and functional safety

--- Datum: 27.02.2019 Uhrzeit: 11:30 - 12:00 Uhr Ort: Conference Counter NCC Ost



Lazaar Louis

Cadence Design Systems GmbH


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