Intelligent Intersections for Road...

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www.Ko-FAS.de Project Ko-PER Project Ko-PER Intelligent Intersections for Road Safety Intelligent Intersections for Road Safety Motivation Challenges High traffic density and complex driving situations are challenging for the driver and the vehicle’s perception system. Occlusions reduce the driver’s and sensors’ field of perception. Ko-PER No occlusions due to intersection sensors Recognition of road users using complementary sensors Wireless communication of perceived dynamic objects Perception System Detection of Approaching Vehicles Classification Car, Bus/Truck Multi-Sensor, Multi-Object Fusion Estimation of object classes Class dependent state estimation Confidences Communication via WLAN Dynamic objects at the intersection Intersection map Signal phase and timing Detection of Moving Objects Detection of Pedestrian Movements Classification Car, Bus/Truck, Pedestrian, Two-wheeler Detection of Pedestrian Intension search area IEEE 802.11p Pedestrian Car Car Truck Two-wheeler Fusion and Communication SK Low Resolution Cameras High Resolution Cameras Laserscanners LS HK

Transcript of Intelligent Intersections for Road...

Page 1: Intelligent Intersections for Road Safetyko-fas.de/files/abschluss/ko-fas_ko-per_intersection__overview.pdf · BMW Group Forschung und Technik FOR SC HUNG SIN I TIA TIVE Use Cases

www.Ko-FAS.de

Project Ko-PERProject Ko-PER

Intelligent Intersections

for Road Safety

Intelligent Intersections

for Road Safety

Motivation

Challenges

• High traffic density and complex driving situations are

challenging for the driver and the vehicle’s perception system.

• Occlusions reduce the driver’s and sensors’ field of perception.

Ko-PER• No occlusions due to intersection sensors

• Recognition of road users using complementary sensors

• Wireless communication of perceived dynamic objects

Perception System

Detection of Approaching

Vehicles

ClassificationCar, Bus/Truck

Multi-Sensor, Multi-Object Fusion• Estimation of object classes• Class dependent state estimation• Confidences

Communication via WLAN• Dynamic objects at the intersection• Intersection map• Signal phase and timing

Detection of Moving

Objects

Detection of Pedestrian

Movements

ClassificationCar, Bus/Truck, Pedestrian,

Two-wheeler

Detection of Pedestrian

Intension

search area

IEEE

802.11p

Pedestrian

Car

Car

Truck

Two-wheeler

Fusion and Communication

SK

Low Resolution Cameras High Resolution CamerasLaserscanners

LS HK