Title :
Making Bertha Drive—An Autonomous Journey on a Historic Route
Author :
Ziegler, Julius ; Bender, Philipp ; Schreiber, Markus ; Lategahn, Henning ; Strauss, Tobias ; Stiller, Christoph ; Thao Dang ; Franke, Uwe ; Appenrodt, Nils ; Keller, Christoph G. ; Kaus, Eberhard ; Herrtwich, Ralf G. ; Rabe, Clemens ; Pfeiffer, David ; L
Author_Institution :
Mobile Perception Syst., FZI Res. Center for Inf. Technol., Karlsruhe, Germany
Abstract :
125 years after Bertha Benz completed the first overland journey in automotive history, the Mercedes Benz S-Class S 500 INTELLIGENT DRIVE followed the same route from Mannheim to Pforzheim, Germany, in fully autonomous manner. The autonomous vehicle was equipped with close-to-production sensor hardware and relied solely on vision and radar sensors in combination with accurate digital maps to obtain a comprehensive understanding of complex traffic situations. The historic Bertha Benz Memorial Route is particularly challenging for autonomous driving. The course taken by the autonomous vehicle had a length of 103 km and covered rural roads, 23 small villages and major cities (e.g. downtown Mannheim and Heidelberg). The route posed a large variety of difficult traffic scenarios including intersections with and without traffic lights, roundabouts, and narrow passages with oncoming traffic. This paper gives an overview of the autonomous vehicle and presents details on vision and radar-based perception, digital road maps and video-based self-localization, as well as motion planning in complex urban scenarios.
Keywords :
automobiles; cartography; image sensors; path planning; radar; road traffic control; Bertha Benz Memorial Route; Germany; Mannheim; Mercedes Benz S-Class S 500 Intelligent Drive; Pforzheim; autonomous driving; autonomous vehicle; close-to-production sensor hardware; digital maps; motion planning; narrow passages; radar sensors; radar-based perception; roundabouts; traffic lights; traffic scenarios; video-based self-localization; vision sensors; vision-based perception; Automobiles; Autonomous vehicles; History; Performance evaluation; Wireless sensor systems;
Journal_Title :
Intelligent Transportation Systems Magazine, IEEE
DOI :
10.1109/MITS.2014.2306552