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Effect of Space Weather on Autonomous Vehicle Navigation
Technical Paper
2020-01-0140
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
Autonomous vehicle systems integrate multiple information systems. Navigation is reliant on Global navigation satellite systems (GNSS) such as the global positioning systems (GPS) which are supported by a satellite network. However, satellites and radio signals are subject to interference from sunspots. Sunspots happen on regular cycles at varying strengths but their occurrence can’t be exactly predicted. The likelihood of a severe solar event is roughly twelve percent per decade; consequently, solar events are likely to impair navigation. Results will show the probability of each event and its impact on autonomous vehicle navigation. In the worst case scenario, satellites could even be permanently damaged by severe sunspots. As autonomous vehicles become a more significant portion of the economy, it is necessary that they have resilience to operate in extreme conditions. Alternative navigation procedures are proposed to enhance the resiliency of autonomous vehicles. Artificial intelligence related to place identification with relative geographic navigation and storage of most common routes is an option.
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Hoback, A., "Effect of Space Weather on Autonomous Vehicle Navigation," SAE Technical Paper 2020-01-0140, 2020, https://doi.org/10.4271/2020-01-0140.Data Sets - Support Documents
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References
- Poppe , B.B. and Jorden , K.P. Sentinels of the Sun: Forecasting Space Weather Big Earth Publishing 2006
- Weiss , N. Dynamos in Planets, Stars and Galaxies Astronomy & Geophysics 43 3 3 9 2002
- Holman , G.D. The Mysterious Origins of Solar Flares Scientific American 294 4 38 45 2006
- Fox, Nicky 2011 http://wwwistp.gsfc.nasa.gov/istp/nicky/cme-chase.html
- NASA Stereo Science Center http://stereo-ssc.nascom.nasa.gov/beacon/latest_512/ahead_cor2_latest.jpg
- Feldstein , Y.I. The Discovery and the First Studies of the Auroral Oval: A Review Geomagnetism and Aeronomy 56 2 129 142 2016
- Michael , W. , Murtagh , W. , Balch , C. , Diesecker , D. , Combs , L. , Crown , M. , Doggett , K. , Kunches , J. , Singer , H. , Zezula , L.D. 2004
- Boteler , D.H. The Super Storms of August/September 1859 and Their Effects on the Telegraph System Advances in Space Research 38 2 159 172 2006
- Boteler , D.H. , Pirjola , R.J. , and Nevanlinna , H. The Effects of Geomagnetic Disturbances on Electrical Systems at the Earth's Surface Advances in Space Research 22 1 17 27 1998
- Bolduc , L. GIC Observations and Studies in the Hydro-Québec Power System Journal of Atmospheric and Solar-Terrestrial Physics 64 16 1793 1802 2002
- Cerruti , A.P. , Kintner , P.M. , Gary , D.E. , Lanzerotti , L.J. , de Paula , E.R. , and Vo , H.B. Observed Solar Radio Burst Effects on GPS/Wide Area Augmentation System Carrier-to-Noise Ratio Space Weather 4 10 2006
- Thomson , N.R. , Rodger , C.J. , and Dowden , R.L. Ionosphere Gives Size of Greatest Solar Flare Geophysical Research Letters 31 6 2004
- National Oceanographic and Atmospheric Administration https://www.ngdc.noaa.gov/stp/satellite/goes-r.html
- Riley , P. On the Probability of Occurrence of Extreme Space Weather Events Space Weather 10 2 2012
- National Geospatial-Intelligence Agency http://earth-info.nga.mil/GandG/sathtml/satinfo.html 2019
- Federal Business Opportunities 2018 https://www.fbo.gov/spg/USAF/AFSC/SMCSMSC/FA8807-17-R-0009/listing.html
- Diggelen , V. Frank Stephen Tromp. A-GPS: Assisted GPS, GNSS, and SBAS Artech House 2009
- Schwarz , B. LIDAR: Mapping the World in 3D Nature Photonics 4 7 429 2010
- Biswas , S. , Tatchikou , R. , and Dion , F. Vehicle-to-Vehicle Wireless Communication Protocols for Enhancing Highway Traffic Safety IEEE Communications Magazine 44 1 74 82 2006
- Sepulcre , M. , and Gozalvez , J. On the Importance of Radio Channel Modeling for the Dimensioning of Wireless Vehicular Communication Systems Telecommunications, 2007. ITST'07. 7th International Conference on ITS IEEE 2007 1 5
- Harris , M. Uber Could be First to Test Completely Driverless Cars in Public IEEE Spectrum 14 2015 2015
- Hu , H. , and Wei , N. A Study of GPS Jamming and Anti-Jamming 2nd Int’l Conf. Power Electronics and Intelligent Transportation System (PEITS) IEEE 2009 1
- Grant , L.V. An Overview of the Federal Radionavigation Plan Electronics and Aerospace Conference, 1988. How will Space and Terrestrial Systems Share the Future? Conference Proceedings, IEEE EASCON'88, 21st Annual IEEE 1988 173 177
- Johnson , G.W. , Swaszek , P.F. , Hartnett , R.J. , Shalaev , R. , and Wiggins , M. An Evaluation of eLoran as a Backup to GPS Technologies for Homeland Security, 2007 IEEE Conference on IEEE 2007 95 100
- Liao , L. , Patterson , Donald J. , Fox , D. , and Kautz , H. Learning and Inferring Transportation Routines Artificial Intelligence 171 5-6 2007 311 331
- Cox , J.J. Blanche: An Autonomous Robot Vehicle for Structured Environments Robotics and Automation, 1988. Proceedings., 1988 IEEE International Conference on IEEE 1988 978 982
- Noureldin , A. , Karamat , T.B. , and Georgy , J. Inertial Navigation System Fundamentals of Inertial Navigation, Satellite-Based Positioning and Their Integration Springer, Berlin, Heidelberg 2013 125 166
- Chong , K.S. and Kleeman , L. Accurate Odometry and Error Modelling for a Mobile Robot Robotics and Automation, 1997. Proceedings., 1997 IEEE International Conference on IEEE 1997 4 2783 2788
- Bonin-Font , F. , Ortiz , A. , and Oliver , G. Visual Navigation for Mobile Robots: A Survey Journal of Intelligent and Robotic Systems 53 3 263 296 2008
- Fagnant , D.J. and Kockelman , K. Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations Transportation Research Part A: Policy and Practice 77 167 181 2015