{"title":"Improvements to Steady State Spoof Detection with Experimental Validation using a Dual Polarization Antenna","authors":"F. Rothmaier, Yu‐Hsuan Chen, S. Lo","doi":"10.33012/2019.16989","DOIUrl":"https://doi.org/10.33012/2019.16989","url":null,"abstract":"Recent work has demonstrated that signal-geometry-based approaches are a powerful mean for a GNSS receiver to detect spoofing. These techniques, leveraging the spatial diversity in the received signals, usually rely on all or at least most signals being spoofed for successful detection. This paper presents several complimentary improvements to these techniques to allow for robust spoof detection even in the presence of light multipath and a mixture of spoofed and genuine satellites. The improved spoof detection can accomplish this while satisfying a constraint on the false alert probability. For this, the paper makes three main contributions: 1) Using the example of a Dual Polarization Antenna (DPA) as a case study, it presents a characterization of measurement quality based on data and physics-derived features. 2) It introduces a hypothesis test iteration algorithm that breaks an m-ary hypothesis test of an unknown number of spoofed satellites from an unknown number of independent signal sources down into a sequence of binary hypothesis tests that identifies the largest subset of satellites triggering an alarm. 3) It derives a likelihood-ratio based decision threshold independent of prior probabilities similar to a Neyman-Pearson test. It is applicable to any spoof defense employing hypotheses tests resulting in conditional probabilities. The theoretical work is supported by Monte Carlo simulations and tested on data collected by a DPA during a government sponsored live spoofing event. Despite the low quality of azimuth-only spatial measurements, the presence of multipath and the spoofing of only a subset of GPS satellites, more than half of the attacks are detected within a few measurement epochs. No false alarms are raised by a large margin. Compared to the same data processed without individually characterizing the measurement quality and using binary “all satellites nominal” vs. “all satellites spoofed” hypotheses, a 2-3 fold improvement in detection is achieved using the derived decision threshold.","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115913744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Guillermo Fernández, J. G. Pericacho, Adrianna Martinez, Konrad Janicki, José Celada, Fernando Bravo, M. Fernández, David Rodríguez, V. M. Esteban, J. Barrios
{"title":"End to End On-line ARAIM Real-time Experimentation and Demonstration with magicARAIM Suite","authors":"Guillermo Fernández, J. G. Pericacho, Adrianna Martinez, Konrad Janicki, José Celada, Fernando Bravo, M. Fernández, David Rodríguez, V. M. Esteban, J. Barrios","doi":"10.33012/2019.16921","DOIUrl":"https://doi.org/10.33012/2019.16921","url":null,"abstract":"","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"267 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121154050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Message Authentication Proposal for SatelliteBased Nationwide PPP-RTK Correction Service","authors":"R. Hirokawa, S. Fujita","doi":"10.33012/2019.17085","DOIUrl":"https://doi.org/10.33012/2019.17085","url":null,"abstract":"","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121213951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Availability of Accuracy","authors":"S. Banville","doi":"10.33012/2019.17007","DOIUrl":"https://doi.org/10.33012/2019.17007","url":null,"abstract":"","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123759518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. Scaramuzza, M. Troller, M. Bertschi, H. Leibundgut
{"title":"Investigation of Spatial and Temporal RFI Events Distribution within the Swiss Airspace","authors":"M. Scaramuzza, M. Troller, M. Bertschi, H. Leibundgut","doi":"10.33012/2019.16905","DOIUrl":"https://doi.org/10.33012/2019.16905","url":null,"abstract":"","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124082363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"3D Mapping Aided GNSS-Based Cooperative Positioning Using Factor Graph Optimization","authors":"Guohao Zhang","doi":"10.33012/2019.16957","DOIUrl":"https://doi.org/10.33012/2019.16957","url":null,"abstract":"","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127863855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"LTE Signal Based Vehicle Localization in Indoor Parking Lot using Mobile Phone","authors":"B. Shin, Jung Ho Lee, Taikjin Lee, C. Kee","doi":"10.33012/2019.17036","DOIUrl":"https://doi.org/10.33012/2019.17036","url":null,"abstract":"","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"176 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127543829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"UWB-based Indoor Navigation with Uncertain Anchor Nodes Positioning","authors":"Gael Pages, J. Vilà‐Valls","doi":"10.33012/2019.17060","DOIUrl":"https://doi.org/10.33012/2019.17060","url":null,"abstract":"Global Navigation Satellite Systems (GNSS) is the positioning technology of choice outdoors, but its performance clearly degrades in harsh propagation conditions, or even more critical for the applications of interest here, these systems are not available in GNSS-denied environments such as indoors. Among the different alternatives for autonomous indoor localization and navigation, Ultra-WideBand ranging is a promising solution to achieve high positioning accuracy. The key points impacting such performance are i) anchors' geometry, and ii) a perfectly known anchors' position. In this contribution, we provide an analysis on the navigation performance loss induced by a possible anchor's position mismatch, and propose a method to estimate both the mobile trajectory (position and velocity) and the uncertain anchor's position. A numerical simulation study is given to support the discussion.","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127616101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Characterizing Terrestrial GNSS Interference from Low Earth Orbit","authors":"Matthew J. Murrian, Lakshay Narula, T. Humphreys","doi":"10.33012/2019.17065","DOIUrl":"https://doi.org/10.33012/2019.17065","url":null,"abstract":"","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121557817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Probability Analysis for Bayesian Direct Position Estimation in a Real-Time GNSS Software Receiver","authors":"Jürgen Dampf, C. A. Lichtenberger, T. Pany","doi":"10.33012/2019.16935","DOIUrl":"https://doi.org/10.33012/2019.16935","url":null,"abstract":"","PeriodicalId":381025,"journal":{"name":"Proceedings of the 32nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2019)","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131685291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}