Calibrating Communication Simulator for Connected Vehicle Applications

作者: Peng Su , Joyoung Lee , Byungkyu “Brian” Park

DOI: 10.1080/15472450.2014.889924

关键词: Dedicated short-range communicationsSimulationTransmission (telecommunications)WirelessTest dataVehicular communication systemsPhysical layerLatin hypercube samplingEngineeringNetwork packet

摘要: Research efforts focused on the connected vehicle (CV) technology applications typically assume perfect communications among vehicles and between roadside equipment. However, a few studies, including this one, pointed out that wireless experience packet drops, which might lead to serious downgrade of safety critical CV applications. Thus, communication simulators used emulate performance need be properly calibrated replicate real-world vehicular environments. This study an NCTUns simulator for dedicated short range (DSRC) using DSRC field test data executed instrumented intersection at Turner–Fairbank Highway Center. Physical layer parameters (e.g., rate transmission power) as well channel models are calibrated. The calibration applied Latin hypercube sampling technique generate multiple combinations parameter...

参考文章(28)
Marek J. Druzdzel, Jian Cheng, Latin Hypercube Sampling in Bayesian Networks the florida ai research society. pp. 287- 292 ,(2000)
R. Wang, D. Cox, Double mobility mitigates fading in ad hoc wireless networks ieee antennas and propagation society international symposium. ,vol. 2, pp. 306- 309 ,(2002) , 10.1109/APS.2002.1016086
Francesca Martelli, M. Elena Renda, Giovanni Resta, Paolo Santi, A measurement-based study of beaconing performance in IEEE 802.11p vehicular networks international conference on computer communications. pp. 1503- 1511 ,(2012) , 10.1109/INFCOM.2012.6195517
Yudi Yang, Shenyang Chen, Jian Sun, Modeling and evaluation of speed guidance strategy in VII system international conference on intelligent transportation systems. pp. 1045- 1050 ,(2010) , 10.1109/ITSC.2010.5625271
Jijun Yin, Gavin Holland, Tamer ElBatt, Fan Bai, Hariharan Krishnan, DSRC Channel Fading Analysis from Empirical Measurement international conference on communications. pp. 1- 5 ,(2006) , 10.1109/CHINACOM.2006.344919
Steven E. Shladover, Swe-Kuang Tan, Analysis of Vehicle Positioning Accuracy Requirements for Communication-Based Cooperative Collision Warning Journal of Intelligent Transportation Systems. ,vol. 10, pp. 131- 140 ,(2006) , 10.1080/15472450600793610
Hyungjun Park, Adelin Miloslavov, Joyoung Lee, Malathi Veeraraghavan, Byungkyu Park, Brian Lee Smith, Integrated Traffic–Communication Simulation Evaluation Environment for IntelliDrive Applications Using SAE J2735 Message Sets: Transportation Research Record. ,vol. 2243, pp. 117- 126 ,(2011) , 10.3141/2243-14
Vikas Taliwal, Daniel Jiang, Heiko Mangold, Chi Chen, Raja Sengupta, Empirical determination of channel characteristics for DSRC vehicle-to-vehicle communication Proceedings of the first ACM workshop on Vehicular ad hoc networks - VANET '04. pp. 88- 88 ,(2004) , 10.1145/1023875.1023890
Joyoung Lee, Byungkyu Park, None, Development and Evaluation of a Cooperative Vehicle Intersection Control Algorithm Under the Connected Vehicles Environment IEEE Transactions on Intelligent Transportation Systems. ,vol. 13, pp. 81- 90 ,(2012) , 10.1109/TITS.2011.2178836
Joyoung Lee, Byungkyu (Brian) Park, Evaluation of Route Guidance Strategies Based on Vehicle-Infrastructure Integration Under Incident Conditions Transportation Research Record. ,vol. 2086, pp. 107- 114 ,(2008) , 10.3141/2086-13