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Author
Miguel Realpe
;
Boris X. Vintimilla
;
Ljubo Vlacic
Title
A Fault Tolerant Perception system for autonomous vehicles
Type
Conference Article
Year
2016
Publication
35th Chinese Control Conference (CCC2016), International Conference on, Chengdu
Abbreviated Journal
Volume
Issue
Pages
1-6
Keywords
Fault Tolerant Perception, Sensor Data Fusion, Fault Tolerance, Autonomous Vehicles, Federated Architecture
Abstract
Driverless vehicles are currently being tested on public roads in order to examine their ability to perform in a safe and reliable way in real world situations. However, the long-term reliable operation of a vehicle’s diverse sensors and the effects of potential sensor faults in the vehicle system have not been tested yet. This paper is proposing a sensor fusion architecture that minimizes the influence of a sensor fault. Experimental results are presented simulating faults by introducing displacements in the sensor information from the KITTI dataset.
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English
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English
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no
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cidis @ cidis @
Serial
52
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