TRUDI: Testing Environment for Vehicular Applications Running with Devices in the Loop

Vehicles will be equipped with short-range wireless technologies with the aim to improve safety and traffic efficiency. Novel applications are thus being implemented for future cars and trucks, and one of the main issues is how to conduct tests and optimizations in an effective way, limiting the need to perform costly and time consuming experiments on the road. To cope with this issue, we have implemented a simulator with hardware-in-the-loop (HIL), called TRUDI, where the hardware and the implemented applications are tested in the laboratory by injecting virtual positions of the vehicles with the support of a traffic simulator. TRUDI acts as a man-in-the-middle between the communication module and the application itself, making it possible to perform tests with the real devices and providing as an output a system ready for the road. Using TRUDI, it is possible to check the application with a few vehicles and real wireless devices or many vehicles using simulated communication components before moving to experiments on the road. As an example use case, an application for the intersection management is presented, where the driver is warned of the presence and speed of other vehicles approaching the same junction.

[1]  Teerawat Issariyakul,et al.  Introduction to Network Simulator NS2 , 2008 .

[2]  Maxim Raya,et al.  TraCI: an interface for coupling road traffic and network simulators , 2008, CNS '08.

[3]  Jiaqi Ma,et al.  Hardware-in-the-Loop Testing of Connected and Automated Vehicle Applications: A Use Case for Queue-Aware Signalized Intersection Approach and Departure , 2018, Transportation Research Record: Journal of the Transportation Research Board.

[4]  Lin Lan,et al.  iTETRIS: Adaptation of ITS Technologies for Large Scale Integrated Simulation , 2010 .

[5]  Xavier Savatier,et al.  Vehicle-Hardware-In-The-Loop system for ADAS prototyping and validation , 2014, 2014 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV).

[6]  Andreas Himmler Hardware-in-the-Loop Technology Enabling Flexible Testing Processes , 2013 .

[7]  Barbara M. Masini,et al.  On the Performance of IEEE 802.11p and LTE-V2V for the Cooperative Awareness of Connected Vehicles , 2017, IEEE Transactions on Vehicular Technology.

[8]  Andreas Festag,et al.  Cooperative intelligent transport systems standards in europe , 2014, IEEE Communications Magazine.

[9]  Barbara M. Masini,et al.  A Survey on the Roadmap to Mandate on Board Connectivity and Enable V2V-Based Vehicular Sensor Networks , 2018, Sensors.

[10]  Reinhard German,et al.  Bidirectionally Coupled Network and Road Traffic Simulation for Improved IVC Analysis , 2011, IEEE Transactions on Mobile Computing.

[11]  Daniel Krajzewicz,et al.  Recent Development and Applications of SUMO - Simulation of Urban MObility , 2012 .

[12]  Xinjie Chang Network simulations with OPNET , 1999, WSC'99. 1999 Winter Simulation Conference Proceedings. 'Simulation - A Bridge to the Future' (Cat. No.99CH37038).

[13]  Nelson Acosta,et al.  Techniques to improve the GPS precision , 2012 .

[14]  Barbara M. Masini,et al.  A distributed virtual traffic light algorithm exploiting short range V2V communications , 2016, Ad Hoc Networks.

[15]  Sanjay E. Sarma,et al.  A Survey of the Connected Vehicle Landscape—Architectures, Enabling Technologies, Applications, and Development Areas , 2017, IEEE Transactions on Intelligent Transportation Systems.

[16]  Fang Zhou,et al.  Hardware-In-The-Loop Testing of Connected and Automated Vehicle Applications: A Use Case For Cooperative Adaptive Cruise Control , 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

[17]  Bilin Aksun Güvenç,et al.  A connected and autonomous vehicle hardware-in-the-loop simulator for developing automated driving algorithms , 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[18]  Falko Dressler,et al.  Bridging worlds: Integrating hardware-in-the-loop testing with large-scale VANET simulation , 2018, 2018 14th Annual Conference on Wireless On-demand Network Systems and Services (WONS).

[19]  László Bokor,et al.  A SUMO-Based Hardware-in-the-Loop V2X Simulation Framework for Testing and Rapid Prototyping of Cooperative Vehicular Applications , 2018 .