GNSS Applications Affected by Space Weather
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The International Space Weather Initiative School Space Weather and Global Navigation Satellite Systems Baku, Azerbaijan 8 – 12 October, 2018 GNSS Applications Affected by Space Weather Presented by: Prof Renato FILJAR, PhD FRIN The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather Credits: NASA The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . The Halloween 2003 space weather storm . October/November 2003 The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather Credits: NASA The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Introduction . Quality of GNSS applications are intrinsically binded to GNSS positioning performance . GNSS positioning performance as a key quality indicator for GNSS-based applications sustainable development and operations . Quest of space weather impact on GNSS positioning performance . Space weather – GNSS positioning performance coupling model (Filić and Filjar, 2018) The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . What is a GNSS application? . A system or a service that utilises core GNSS Positioning, Navigation, and Timing (PNT) service (i. e. provision of position and positioning error estimates, velocity data and precise time) . Navigation and non-navigation (telecommunications, financial industry, passive remote sensing of environment based on GNSS signal reception etc.) . Critical (requires high-performance) and non-critical . Commercial (for profit) and non-commercial (provided as a service for community or society) The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Non-navigation GNSS applications are growing in population . Synchronisation of large spatially distributed networks (telecommunications, internet, power networks) . Financial industry . Remote sensing using GNSS reflectometry (agriculture, forestry, meteorology,oceanology) and occultation (ionospheric profiling) . Statistical learning and modelling methods are fundamental !! The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Nature of space weather effects on GNSS positioning performance Filić, M and Filjar, R. (2018). Forecasting model of space weather-driven GNSS positioning performance. LAMBERT Academic Publishing. Riga, Latvia. ISBN 978-613-9-90118-0 The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Information model of a GNSS-based application LOCATION LOCATION . Position - a place in APPLLICATION physical (material) LOCATION LOCATION CONTENT world LANDSCAPE AGGREGATION ADVANCED . Location – a place in POSITION - POSITION ADVANCED the world of ESTIMATION information (context) BASIC POSITION POSITION - INITIAL ESTIMATION The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Environment for GNSS applications developoment and operation GNSS application users Location Servide Legal/ National Target provider provider regulation security Position Content Standardi - Public Research & originator provider sation safety development GNSS-based application development and operation Core GNSS Positioning, Navigation, and Timing (PNT) service The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Environment for GNSS applications developoment and Credits operation catmacros.wordpress.com . Users: . 1. Not interested in technology . 2. Frequently interested in technology misuse (not utilising it as expected) . 3. With prevailing urban legends, oversimplifications, and misunderstandings Credits: BBC/Amazon.com The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Positioning environment conditions GNSS-BASED APPLICATIONS: NAVIGATION AND NON- NAVIGATION The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Complexity of information service renders the matter even worse, due to intrinsic dependence on GNSS LOCATION INTELLIGENCE DATA SCIENCE (Statistical learning) DATA AGGREGATION D A T A GNSS GNSS GNSS APPLICATION APPLICATION ... APPLICATION GNSS RECEIVER The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather Credits: https://www.r-project.org . GNSS positioning Statistical analysis and performance assessment modelling of GNSS positioning . A critical task to be errors for GNSS- based performed for risk applications risk Credits: http://www.rtklib.com/ management of every assessment GNSS-based application GNSS positioning . Assessing GNSS error estimation positioning performance in various possible positioning Raw GNSS observations in environment conditions various positioning environment conditions Credits: http://www.igs.org/network The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Definition of GNSS positioning performance . Accuracy – provision of position,velocity and time estimates at specified or guaranteed level of quality . Availability – provision of sufficient number of required-level-of-quality signals forPNT determination . Integrity – timely provision of temporarely notices on system failure or incapacity . Continuity – uninterrupted provision of PNT service The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Definition of GNSS positioning performance . Accuracy Mean: Standard deviation: The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Definition of GNSS positioning performance . Availability The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Definition of GNSS positioning performance . Integrity The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Definition of GNSS positioning performance . Integrity The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Definition of GNSS positioning performance . Continuity The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . GNSS vulnerabilities and threats are mapped onto GNSS appllications . Space weather, geomagnetic and ionospheric conditions as the major single cause of GNSS positioning performance deterioration Thomas, M et al. (2011). Global Navigation Space Systems: reliance and vulnerabilities. The Royal Academy of Engineering. London, UK. Available at: http://bit.ly/1vrIenu; and Filjar, R. (2011). GNSS: What can go wrong and what are the risks?. Risk Management in GNSS Malfunctioning Conference. International Institute for the Unification of Private Law (UNIDROIT). Rome, Italy. Presentation available at:http://bit.ly/2aFS1St The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . GNSS positioning performance assessment The US Department for Transportation. (2009). Global Positioning System (GPS) Civil Monitoring Performance Specification. Washington, DC. Available at: https://bit.ly/2yeynLB Available at: https://bit.ly/2qusgiu The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Data sources Available at: http://wdc.kugi.kyoto- u.ac.jp/dstdir/ Available at: https://www.swpc.noaa.gov/ Available at: http://www.igs.org/network Available at: http://sid.stanfor d.edu/database- browser/ Available at: http://www.intermagnet.org The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . Practical methodology for GNSS positioning performance assessment . Utilisation of the open-source R programming framework for statistical computing GNSS IONOSPHERIC DELAY GPS TEC ASSESSMENT IN R-BASED TOOL BESPOKE SOFTWARE (Gopi Observations of Seemala) ionospheric conditions POSITIONING RINEX PERFORMANCE observations GNSS SDR ASSESSMENT IN R-BASED database RECEIVER BESPOKE SOFTWARE RINEX navigation (RTKLIB) (time series analysis in time and messages frequency domains, anomaly database detection, modelling etc.) The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . A case study of GNSS positioning performance assessment . The St Patrick’s Day 2015 Space Weather Storm . Filić, M, Filjar, R, and Ruotsalainen, L. (2016). An SDR-based Study of Multi-GNSS Positioning Performance During Fast- developing Space Weather Storm. TRANSNAV, 10(3), 395 – 400. DOI: 10.12716/1001.10.03.03. Available at: http://bit.ly/2fxAvph The ISWI School Space Weather and GNSS Baku, Azerbaijan, 2018 GNSS Applications Affected by Space Weather . A case study of GNSS positioning performance assessment . The St Patrick’s Day 2015 Space Weather Storm . Filić, M, Filjar, R, and Ruotsalainen, L. (2016). An SDR-based Study of Multi-GNSS Positioning Performance During Fast- developing Space Weather Storm. TRANSNAV, 10(3), 395 – 400.