无人驾驶技术综述

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Self-Driving Car System 有四个组成部分:
1.Perception : other objects around the car.
2.Localization : GPS + local landmarks + IMU.
3.Decision : path, speed and other behaviour planing.
4.Control : Drive by wire steering wheel, throttle(油门), brake(刹车).

Deep Learning is coming for all major aspects of driverless cars.

无人驾驶汽车上的sensors

1.Perception

DL outperforms traditional perception algorithms by a big margin,

2.Localization

Matured market and technologies.
Emerging new high def map still.

3.Decision

DL based decision are taking over rule-based decision algorithms.

4.Control

Drive-by-wire is standard in most high-end and electric cars.
Smart controls are developing.
这里写图片描述

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转载自blog.csdn.net/sunpeng19960715/article/details/78137317