mmWave on the Road: Investigating the Weather Impact on 60 GHz V2X Communication Channels

We study the impact of a diverse set of weather conditions on 60 GHz communication channels. In this context, we are primarily interested in next-generation Vehicle-to-everything (V2X) communication using mmWave frequencies. Given the application constraints of this scenario, we focus on rain and snow - and different rain and snow intensities. We extended the MilliCar ns-3 model to incorporate standardized rain and snow based attenuation models as suggested, for example, by the ITU. We cross-validated our simulator using as a reference the results obtained from the validated-well-known NYUSIM channel model simulator. In the core of this paper, we present an extensive simulation study on the impact of rain and snow in a realistic vehicular network at 60 GHz channels. Our results show that weather conditions can reduce the communication distance significantly (by up to 60 m).

[1]  C. Donald Ahrens,et al.  Essentials of Meteorology: An Invitation to the Atmosphere , 1993 .

[2]  Lars Thiele,et al.  QuaDRiGa: A 3-D Multi-Cell Channel Model With Time Evolution for Enabling Virtual Field Trials , 2014, IEEE Transactions on Antennas and Propagation.

[3]  David V. Rogers,et al.  Propagation Considerations for Satellite Broadcasting at Frequencies Above 10 GHz , 1985, IEEE J. Sel. Areas Commun..

[4]  Andrea Zanella,et al.  Path Loss Models for V2V mmWave Communication: Performance Evaluation and Open Challenges , 2019, 2019 IEEE 2nd Connected and Automated Vehicles Symposium (CAVS).

[5]  Jie Huang,et al.  Rain Statistics Investigation and Rain Attenuation Modeling for Millimeter Wave Short-Range Fixed Links , 2019, IEEE Access.

[6]  Robert W. Heath,et al.  Millimeter-Wave Vehicular Communication to Support Massive Automotive Sensing , 2016, IEEE Communications Magazine.

[7]  Falko Dressler,et al.  Inband Full-Duplex Relaying for RADCOM-based Cooperative Driving , 2020, 2020 IEEE Vehicular Networking Conference (VNC).

[8]  David A. de Wolf On the Laws‐Parsons distribution of raindrop sizes , 2001 .

[9]  R. Crane Electromagnetic Wave Propagation Through Rain , 1996 .

[10]  Propagation data and prediction methods required for the design of terrestrial line-of-sight systems , 2001 .

[11]  Theodore S. Rappaport,et al.  Millimeter Wave Wireless Communications , 2014 .

[12]  Janos Bito,et al.  Characteristics of 5G wireless millimeter wave propagation: Transformation of rain attenuation applying different prediction models , 2016, 2016 10th European Conference on Antennas and Propagation (EuCAP).

[13]  Yun-Pang Flötteröd,et al.  Microscopic Traffic Simulation using SUMO , 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

[14]  Lajos Hanzo,et al.  Millimeter-Wave Communications: Physical Channel Models, Design Considerations, Antenna Constructions, and Link-Budget , 2018, IEEE Communications Surveys & Tutorials.

[15]  Theodore S. Rappaport,et al.  3-D Millimeter-Wave Statistical Channel Model for 5G Wireless System Design , 2016, IEEE Transactions on Microwave Theory and Techniques.

[16]  Zhensen Wu,et al.  Analytic Specific Attenuation Model for Rain for Use in Prediction Methods , 2001 .

[17]  Andrea Zanella,et al.  Millimeter wave communication in vehicular networks: Challenges and opportunities , 2017, 2017 6th International Conference on Modern Circuits and Systems Technologies (MOCAST).

[18]  David Bacon,et al.  Predicting Combined Rain and Wet Snow Attenuation on Terrestrial Links , 2010, IEEE Transactions on Antennas and Propagation.

[19]  Maitra Rain attenuation modeling from measurements of rain drop size distribution in the Indian region , 2004, IEEE Antennas and Wireless Propagation Letters.

[20]  Md. Rafiqul Islam,et al.  Real Measurement Study for Rain Rate and Rain Attenuation Conducted Over 26 GHz Microwave 5G Link System in Malaysia , 2018, IEEE Access.

[21]  Robert Weigel,et al.  Comparing mmWave Channel Simulators in Vehicular Environments , 2021, 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring).

[22]  M. Zorzi,et al.  NR V2X Communications at Millimeter Waves: An End-to-End Performance Evaluation , 2020, GLOBECOM 2020 - 2020 IEEE Global Communications Conference.