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Author
Miguel Realpe
;
Boris X. Vintimilla
;
Ljubo Vlacic
Title
Multi-sensor Fusion Module in a Fault Tolerant Perception System for Autonomous Vehicles
Type
Journal Article
Year
2016
Publication
Journal of Automation and Control Engineering (JOACE)
Abbreviated Journal
Volume
Vol. 4
Issue
Pages
pp. 430-436
Keywords
Fault Tolerance, Data Fusion, Multi-sensor Fusion, Autonomous Vehicles, Perception System
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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cidis @ cidis @
Serial
51
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