An Integrated Framework for Mobile-Based ADAS Simulation

被引:5
|
作者
Goncalves, Joao S. V. [1 ]
Jacob, Joao [2 ]
Rossetti, Rosaldo J. F. [1 ]
Coelho, Antonio [2 ]
Rodrigues, Rui [2 ]
机构
[1] Univ Porto, Dept Engn Informat, Fac Engn, Lab Inteligencia Artificial & Ciencia Comp, R Dr Roberto Frias S-N, P-4200465 Oporto, Portugal
[2] Univ Porto, Dept Engn Informat, Fac Engn, INESC TEC, P-4200465 Oporto, Portugal
关键词
Mobile ADAS; Driving simulators; Serious games; SUMO;
D O I
10.1007/978-3-319-15024-6_10
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The increasing number of vehicles and mobile users has led to a huge increase in the development of Advanced Driver Assistance Systems (ADAS). In this paper we propose a multi-agent-based driving simulator which integrates a testbed that allows ADAS developers to compress testing time and carry out tests in a controlled environment while using a low-cost setup. We use the SUMO microscopic simulator and a serious-game-based driving simulator which has geodata provided from standard open sources. This simulator connects to an Android device and sends data such as the current GPS coordinates and transportation network data. One important feature of this application is that it allows ADAS validation without the need of field testing. Also important is the suitability of our architecture to serve as an appropriate means to conduct behaviour elicitation through peer-designed agents, as well as to collect performance measures related to drivers' interaction with ADAS solutions.
引用
收藏
页码:171 / 186
页数:16
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