The Possibility of Precise Automobile Navigation using GPS/QZS L5 and (Galileo E5) Pseudo ranges

Size: px
Start display at page:

Download "The Possibility of Precise Automobile Navigation using GPS/QZS L5 and (Galileo E5) Pseudo ranges"

Transcription

1 The Possibility of Precise Automobile Navigation using GPS/QZS L5 and (Galileo E5 Pseudo ranges ION ITM ITM 013 Hiroko Tokura, Taro Suzuki, Tomoji Takasu, Nobuaki Kubo (Tokyo University of Marine Scienceand Technology

2 Outline Background Objective Multipath error estimation methods Static ti and kinematic experiment Test results Conclusion 1

3 Background GPS L5 up to 4 by 01 L5 is broadcast from 3 satellites (PRN1/4/5 QZS L5 up to 4 by 017 Galileo E5AltBOC :cmlevel accuracyunderopensky under

4 L5 Signal Tracking by SDR (PRN Correlation Value L5 signal Standard L1 C/A GPS PRN1 01/8/16 Open Sky Elevation:45 deg. 10ms Integration FE: Fraunhofer SF: 40.96MHz Delay (m 3

5 Multipath Envelope (hardware simulator check: MP is set 6dB lower than Direct Consumer receiver Pseudo ra ange error rs [m] Geodetic receiver Multipath Delay [m] Consumer receiver is vulnerable to multipath delay even over 100m 4

6 Multipath Envelope (close up Pseudo range err rors [m] Geodetic receiver Multipath Delay [m] small difference between L1 and L5 Multipath in L1 has been imped 5

7 Performance in Urban Areas Vehicles in dense urban areas with geodetic receiver DGPS in Tokyo RTK in Tokyo Several applications require high accuracy (RTK far from perfect at present 6

8 Objective Pseudo range observations from L5 in both GPS and QZS are basically robust against multipath. It can be used for high h reliable and accurate application without Ambiguity Resolution. L5 performance has not been investigated because satellites with L5 are few. The Question: Dose pseudo ranges of new signals really work well in urban areas? 7

9 Estimation of Multipath Error Code Carrier Carrier difference(cc differnce differnce Effective for static data Cycle slip happens a lot for kinematic data impossible to extract multipath for kinematic data Proposed method Separating Multipath Errors for Vehicle 8

10 CC difference CC difference L1 = P x Φ x Φ CC difference L5 =P x Φ x Φ1 P : Pseudo range measurement Φ : Carrier phasemeasurement Dual frequency receivers can effectively remove the ionospheric delay Offset average Use both Pseudo range and Carrier phase Effective for only static data 9

11 Proposed Method Separating Multipath Errors for Vehicle Higher Elevation SV Reference SV Precise Rover Position + Double Difference 4 Different Combinations of Multipath and Noise Code minus Carrier Difference Extraction of Target Multipath and Noise Target Multipath and Noise Precise Rover Position Rover Reference Receiver 10

12 Separating Multipath Errors for Vehicle P ( mp ( mp ( P c ( dt c( dt c ( dt c( dt noise noise P dt dt dt dt ( P ion ion ion ion ( mp ( mp P tropo tropo noise tropo tropo noise sv sv sv sv 1 mp mp mp mp noise noise noise noise Target = + + Raw Data Measurements Computed by each CC Difference : Target SV : QZS (Elevation angle >

13 Proposed Method Separating Multipath Errors for Vehicle Higher Elevation SV Reference SV Precise Rover Position + Double Difference 4 Different Combinations of Multipath and Noise Code minus Carrier Difference Cc difference 1 Rover Reference Receiver 1

14 Separating Multipath Errors for Vehicle P ( mp ( mp ( P c ( dt c( dt c ( dt c( dt noise noise P dt dt dt dt ( P ion ion ion ion ( mp ( mp P tropo tropo noise tropo tropo noise sv sv sv sv 1 mp mp mp mp noise noise noise noise Target = + + Raw Data Measurements Computed by each CC Difference : Target SV : QZS (Elevation angle >

15 Proposed Method Separating Multipath Errors for Vehicle Higher Elevation SV Reference SV Precise Rover Position + Double Difference 4 Different Combinations of Multipath and Noise Code minus Carrier Difference Cc difference Rover Reference Receiver 14

16 Separating Multipath Errors for Vehicle P ( mp ( mp ( P c ( dt c( dt c ( dt c( dt noise noise P dt dt dt dt ( P ion ion ion ion ( mp ( mp P tropo tropo noise tropo tropo noise sv sv sv sv 1 mp mp mp mp noise noise noise noise Target = + + Raw Data Measurements Computed by each CC Difference : Target SV : QZS (Elevation angle >

17 Proposed Method Separating Multipath Errors for Vehicle Higher Elevation SV Reference SV Precise Rover Position + Double Difference 4 Different Combinations of Multipath and Noise Code minus Carrier Difference Cc difference 3 Rover Reference Receiver 16

18 Separating Multipath Errors for Vehicle P ( mp ( mp ( P c ( dt c( dt c ( dt c( dt noise noise P dt dt dt dt ( P ion ion ion ion ( mp ( mp P tropo tropo noise tropo tropo noise sv sv sv sv 1 mp mp mp mp noise noise noise noise Target = + + Raw Data Measurements Computed by each CC Difference : Target SV : QZS (Elevation angle >

19 Proposed Method Separating Multipath Errors for Vehicle Higher Elevation SV Reference SV (QZS is very useful Precise Rover Position + Double Difference 4 Different Combinations of Multipath and Noise Code minus Carrier Difference Extraction of Target Multipath and Noise Target Multipath and Noise Precise Rover Position Rover Reference Receiver 18

20 Test and Results 1. Static Test 1 (Toyosu,Tokyo Tokyo long distance (approx. 30m from building. Static Test (campas,tokyo short distance (<10m from building 3. Kinematic Test 1 (tukishima, Tokyo 4. Kinematic Test (edagawa, Tokyo Validation for proposed method Estimate multipath error using proposed method Target : GPS PRN1 PRN1 (transmitting both L1 and L5 19

21 Static Test 1 (Toyosu,Tokyo 1/13/ 01 (GPSTIME 0:30~ Geodetic Receiver 60 min Hz 5 8 satellites in view over 15 degrees elevation Target SV : GPS PRN 1 (L1,L5 Reference SV : QZS 1 (L1,L5 L5 Precise position was computed by post processing Building Rover Receiver 30m W N S Long delay multipath using proposed method to extraction the PRN 1 multipath 0 E

22 Static Test 1 Multipath Errors (no smoothing [m] GPSTIME [s] [] σ [m] L L

23 Static Test 1 Multipath Errors (100s smoothing [m] We just set receiver parameter as 100s for smoothing GPSTIME [s] [] σ [m] L L1 0.1

24 Static Test (campas,tokyo 1/14/ 01 (GPSTIME 0:30~ N Geodetic Receiver 60 min Hz 5 9 satellites in view over 15 degrees elevation Target SV : GPS PRN 1 (L1,L5 Reference SV : QZS 1 (L1,L5 L5 Precise position was computed by post processing Rover Receiver 9m Building W S Short delay multipath using proposed method to extraction the PRN 1 multipath 3 E

25 Static Test Multipath Errors (no smoothing [m] σ [m] L L GPSTIME [s] 4

26 Static Test Multipath Errors (100s smoothing [m] 3 We just set receiver parameter as 100s for smoothing GPSTIME [s] σ [m] L L

27 [m] Validation adao of Our Proposed Method MP errors derived from cc difference MP errors derived from proposed method GPSTIME [s] Multipath for PRN 1 derived from cc difference match 1 Multipath for PRN 1 derived from Proposed Method 6

28 [db] Temporal Carrier to Noise oseratio GPSTIME [s] Another type of geodetic receiver shows almost same difference level (4 5dB between L1 and L5 although h the maximum level lwas different. 7

29 Kinematic Test 1 (tukishima, Tokyo 11/3/ 01 Geodetic Receiver 0 min 5 Hz satellites in view over 15 degrees elevation Target SV : GPS PRN 1 PRN (L1,L5 L5 Reference SV : QZS 1 (L1,L5 Precise position was computed by post processing s smoothing 8 7 Fix rate[%] RTK m (Post Processed RTK Plots 8

30 Kinematic Test 1 Multipath Errors [m] GPSTIME[s] Enabled percentage[%] L L

31 Kinematic Test 1 Multipath Errors [m] abs(mp < 5m GPSTIME[s] σ [m] L L

32 Kinematic Test (edagawa, Tokyo 1/7/01 Geodetic Receiverei er 35min 5 Hz 4 9 satellites in view over 15 degrees elevation Target SV : GPS PRN 1 PRN (L1,L5 L5 Reference SV : QZS 1 (L1,L5 Precise position was computed by post processing s smoothing Fix rate[%] RTK m 31 31

33 Kinematic Test Multipath Errors [m] Enabled 0 percentage[%] L L GPSTIME [s] 3

34 Kinematic Test Multipath Errors [m] abs(mp < 5m σ [m] L L GPSTIME [s] 33

35 Conclusion Pseudo range observables from L5 are basically robust against multipath. We were able to estimate t multipath th errors for moving targets by using the proposed method. The multipath mitigation performance bt between L1 and L5 was not so different at present. Using L5 instead of L1 will be practical in the future without special correlator. 34

36 Future work Further investigation for L5 signal is required because manufactures are still developing the tracking technique for new L5 signal. Software defined GNSS receiver can be used to evaluate it. 35

37 Thank you very much for your kind attention!

Performance Evaluation of the Effect of QZS (Quasi-zenith Satellite) on Precise Positioning

Performance Evaluation of the Effect of QZS (Quasi-zenith Satellite) on Precise Positioning Performance Evaluation of the Effect of QZS (Quasi-zenith Satellite) on Precise Positioning Nobuaki Kubo, Tomoko Shirai, Tomoji Takasu, Akio Yasuda (TUMST) Satoshi Kogure (JAXA) Abstract The quasi-zenith

More information

Reduction of Pseudorange Multipath Error in Static Positioning. Tokyo University of Mercantile Marine Nobuaki Kubo Akio Yasuda

Reduction of Pseudorange Multipath Error in Static Positioning. Tokyo University of Mercantile Marine Nobuaki Kubo Akio Yasuda Reduction of Pseudorange Multipath Error in Static Positioning Tokyo University of Mercantile Marine Nobuaki Kubo Akio Yasuda Brief Many researchers have tried to reduce the multipath effect from both

More information

and Vehicle Sensors in Urban Environment

and Vehicle Sensors in Urban Environment AvailabilityImprovement ofrtk GPS GPSwithIMU and Vehicle Sensors in Urban Environment ION GPS/GNSS 2012 Tk Tokyo University it of Marine Si Science and Technology Nobuaki Kubo, Chen Dihan 1 Contents Background

More information

ION ITM Tokyo University of Marine Science and Technology H. Sridhara, N. Kubo, R.Kikuchi

ION ITM Tokyo University of Marine Science and Technology H. Sridhara, N. Kubo, R.Kikuchi Single-Frequency Multi-GNSS RTK Positioning for Moving Platform ION ITM 215 215.1.27-29 Tokyo University of Marine Science and Technology H. Sridhara, N. Kubo, R.Kikuchi 1 Agenda Motivation and Background

More information

The Benefits of Three Frequencies for the High Accuracy Positioning

The Benefits of Three Frequencies for the High Accuracy Positioning The Benefits of Three Frequencies for the High Accuracy Positioning Nobuaki Kubo (Tokyo University of Marine and Science Technology) Akio Yasuda (Tokyo University of Marine and Science Technology) Isao

More information

Performance Evaluation of Multi-GNSS RTK for Automobiles in Urban Areas

Performance Evaluation of Multi-GNSS RTK for Automobiles in Urban Areas Performance Evaluation of Multi-GNSS RTK for Automobiles in Urban Areas ISGNSS2014 21-24 October, 2014, ICC Jeju, Korea Nobuaki Kubo, Hiroko Tokura, Taro Suzuki (TUMSAT) 1 Contents Current Status of Multi-GNSS

More information

POWERGPS : A New Family of High Precision GPS Products

POWERGPS : A New Family of High Precision GPS Products POWERGPS : A New Family of High Precision GPS Products Hiroshi Okamoto and Kazunori Miyahara, Sokkia Corp. Ron Hatch and Tenny Sharpe, NAVCOM Technology Inc. BIOGRAPHY Mr. Okamoto is the Manager of Research

More information

Positioning with Single and Dual Frequency Smartphones Running Android 7 or Later

Positioning with Single and Dual Frequency Smartphones Running Android 7 or Later Positioning with Single and Dual Frequency Smartphones Running Android 7 or Later * René Warnant, *Laura Van De Vyvere, + Quentin Warnant * University of Liege Geodesy and GNSS + Augmenteo, Plaine Image,

More information

TEST RESULTS OF A HIGH GAIN ADVANCED GPS RECEIVER

TEST RESULTS OF A HIGH GAIN ADVANCED GPS RECEIVER TEST RESULTS OF A HIGH GAIN ADVANCED GPS RECEIVER ABSTRACT Dr. Alison Brown, Randy Silva, Gengsheng Zhang,; NAVSYS Corporation. NAVSYS High Gain Advanced GPS Receiver () uses a digital beam-steering antenna

More information

How multipath error influences on ambiguity resolution

How multipath error influences on ambiguity resolution How multipath error influences on ambiguity resolution Nobuaki Kubo, Akio Yasuda Tokyo University of Mercantile Marine BIOGRAPHY Nobuaki Kubo received his Master of Engineering (Electrical) in 99 from

More information

HIGH GAIN ADVANCED GPS RECEIVER

HIGH GAIN ADVANCED GPS RECEIVER ABSTRACT HIGH GAIN ADVANCED GPS RECEIVER NAVSYS High Gain Advanced () uses a digital beam-steering antenna array to enable up to eight GPS satellites to be tracked, each with up to dbi of additional antenna

More information

GNSS analysis software GSILIB for utilizing Multi- GNSS data

GNSS analysis software GSILIB for utilizing Multi- GNSS data Technical Seminar Reference Frame in Practice, GNSS analysis software GSILIB for utilizing Multi- GNSS data *Satoshi Kawamoto, Naofumi Takamatsu Geospatial Information Authority of Japan Sponsors: Geospatial

More information

GPS PERFORMANCE EVALUATION OF THE HUAWEI MATE 9 WITH DIFFERENT ANTENNA CONFIGURATIONS

GPS PERFORMANCE EVALUATION OF THE HUAWEI MATE 9 WITH DIFFERENT ANTENNA CONFIGURATIONS GPS PERFORMANCE EVALUATION OF THE HUAWEI MATE 9 WITH DIFFERENT ANTENNA CONFIGURATIONS AND P10 IN THE FIELD Gérard Lachapelle & Research Team PLAN Group, University of Calgary (http://plan.geomatics.ucalgary.ca)

More information

Reliability Estimation for RTK-GNSS/IMU/Vehicle Speed Sensors in Urban Environment

Reliability Estimation for RTK-GNSS/IMU/Vehicle Speed Sensors in Urban Environment Laboratory of Satellite Navigation Engineering Reliability Estimation for RTK-GNSS/IMU/Vehicle Speed Sensors in Urban Environment Ren Kikuchi, Nobuaki Kubo (TUMSAT) Shigeki Kawai, Ichiro Kato, Nobuyuki

More information

Multipath and Atmospheric Propagation Errors in Offshore Aviation DGPS Positioning

Multipath and Atmospheric Propagation Errors in Offshore Aviation DGPS Positioning Multipath and Atmospheric Propagation Errors in Offshore Aviation DGPS Positioning J. Paul Collins, Peter J. Stewart and Richard B. Langley 2nd Workshop on Offshore Aviation Research Centre for Cold Ocean

More information

Intelligent Transport Systems and GNSS. ITSNT 2017 ENAC, Toulouse, France 11/ Nobuaki Kubo (TUMSAT)

Intelligent Transport Systems and GNSS. ITSNT 2017 ENAC, Toulouse, France 11/ Nobuaki Kubo (TUMSAT) Intelligent Transport Systems and GNSS ITSNT 2017 ENAC, Toulouse, France 11/14-17 2017 Nobuaki Kubo (TUMSAT) Contents ITS applications in Japan How can GNSS contribute to ITS? Current performance of GNSS

More information

Framework and Performance Evaluation of a Ray Tracing-Software Defined Radio Method for GNSS Positioning in an Urban Canyon Environment

Framework and Performance Evaluation of a Ray Tracing-Software Defined Radio Method for GNSS Positioning in an Urban Canyon Environment Framework and Performance Evaluation of a Ray Tracing-Software Defined Radio Method for GNSS Positioning in an Urban Canyon Environment Rei Furukawa, Kozo Keikaku Engineering Inc., Tokyo University of

More information

Effect of Quasi Zenith Satellite (QZS) on GPS Positioning

Effect of Quasi Zenith Satellite (QZS) on GPS Positioning Effect of Quasi Zenith Satellite (QZS) on GPS ing Tomoji Takasu 1, Takuji Ebinuma 2, and Akio Yasuda 3 Laboratory of Satellite Navigation, Tokyo University of Marine Science and Technology 1 (Tel: +81-5245-7365,

More information

GNSS Accuracy Improvements through Multipath Mitigation with New Signals and services

GNSS Accuracy Improvements through Multipath Mitigation with New Signals and services GNSS Accuracy Improvements through Multipath Mitigation with New Signals and services Andrey Veytsel, Ph.D Moscow Technical University 10 Meeting of the International Committee on Global Navigation Satellite

More information

Evaluation of L2C Observations and Limitations

Evaluation of L2C Observations and Limitations Evaluation of L2C Observations and Limitations O. al-fanek, S. Skone, G.Lachapelle Department of Geomatics Engineering, Schulich School of Engineering, University of Calgary, Canada; P. Fenton NovAtel

More information

GNSS & Coordinate Systems

GNSS & Coordinate Systems GNSS & Coordinate Systems Matthew McAdam, Marcelo Santos University of New Brunswick, Department of Geodesy and Geomatics Engineering, Fredericton, NB May 29, 2012 Santos, 2004 msantos@unb.ca 1 GNSS GNSS

More information

RTCM State Space Representation (SSR) Overall Concepts Towards PPP-RTK

RTCM State Space Representation (SSR) Overall Concepts Towards PPP-RTK RTCM State Space Representation (SSR) Overall Concepts Towards PPP-RTK Gerhard Wübbena Geo++ GmbH 30827 Garbsen Germany www.geopp.de Contents Terms and Abbreviations RTCM-SSR Working Group GNSS Error Sources

More information

PROPART PROJECT PRESENTATION

PROPART PROJECT PRESENTATION 1 PROPART PROJECT PRESENTATION Stefan Nord RISE Measurement Science and Technology RISE/Safety and Transport Presentation Outline Project Data Consortium Objectives Partner contributions 3 Project data

More information

Introduction to GNSS Base-Station

Introduction to GNSS Base-Station Introduction to GNSS Base-Station Dinesh Manandhar Center for Spatial Information Science The University of Tokyo Contact Information: dinesh@iis.u-tokyo.ac.jp Slide : 1 Introduction GPS or GNSS observation

More information

Phase Center Calibration and Multipath Test Results of a Digital Beam-Steered Antenna Array

Phase Center Calibration and Multipath Test Results of a Digital Beam-Steered Antenna Array Phase Center Calibration and Multipath Test Results of a Digital Beam-Steered Antenna Array Kees Stolk and Alison Brown, NAVSYS Corporation BIOGRAPHY Kees Stolk is an engineer at NAVSYS Corporation working

More information

Geodetic Reference via Precise Point Positioning - RTK

Geodetic Reference via Precise Point Positioning - RTK 2012 Geo++ GmbH Geodetic Reference via Precise Point Positioning - RTK Gerhard Wübbena Geo++ GmbH 30827 Garbsen Germany www.geopp.de 2012 Geo++ GmbH Contents Terms and Abbreviations GNSS Principles GNSS

More information

Research Activities and Education in TUMSAT

Research Activities and Education in TUMSAT Research Activities and Education in TUMSAT 2011/09/07 @ ICG-6 Akio Yasuda Tokyo University of Marine Science & Technology 1 Content Tokyo University of Marine Science and Technology Etchujima Campus of

More information

Methodology and Case Studies of Signal-in-Space Error Calculation

Methodology and Case Studies of Signal-in-Space Error Calculation Methodology and Case Studies of Signal-in-Space Error Calculation Top-down Meets Bottom-up Grace Xingxin Gao *, Haochen Tang *, Juan Blanch *, Jiyun Lee +, Todd Walter * and Per Enge * * Stanford University,

More information

Introduction to Global Navigation Satellite System (GNSS) Signal Structure

Introduction to Global Navigation Satellite System (GNSS) Signal Structure Introduction to Global Navigation Satellite System (GNSS) Signal Structure Dinesh Manandhar Center for Spatial Information Science The University of Tokyo Contact Information: dinesh@iis.u-tokyo.ac.jp

More information

Study and analysis of Differential GNSS and Precise Point Positioning

Study and analysis of Differential GNSS and Precise Point Positioning IOSR Journal of Electrical and Electronics Engineering (IOSR-JEEE) e-issn: 2278-1676,p-ISSN: 2320-3331, Volume 9, Issue 2 Ver. I (Mar Apr. 2014), PP 53-59 Study and analysis of Differential GNSS and Precise

More information

Assessment of GNSS Ionospheric Scintillation and TEC Monitoring Using the Multi-constellation GPStation-6 Receiver

Assessment of GNSS Ionospheric Scintillation and TEC Monitoring Using the Multi-constellation GPStation-6 Receiver Assessment of GNSS Ionospheric Scintillation and TEC Monitoring Using the Multi-constellation GPStation-6 Receiver Rod MacLeod Regional Manager Asia/Pacific NovAtel Australia Pty Ltd Outline Ionospheric

More information

MGA Webinar Series : 1 Very Cheap RTK Receivers: Changing the Landscape of Positioning Services

MGA Webinar Series : 1 Very Cheap RTK Receivers: Changing the Landscape of Positioning Services MGA Webinar Series : 1 Very Cheap RTK Receivers: Changing the Landscape of Positioning Services Dinesh Manandhar Center for Spatial Information Science The University of Tokyo Contact Information: dinesh@iis.u-tokyo.ac.jp

More information

Field experience with future GNSS ranging signals (a review). A.Simsky, J.-M. Sleewaegen, W. De Wilde Septentrio, Belgium

Field experience with future GNSS ranging signals (a review). A.Simsky, J.-M. Sleewaegen, W. De Wilde Septentrio, Belgium Field experience with future GNSS ranging signals (a review). A.Simsky, J.-M. Sleewaegen, W. De Wilde Septentrio, Belgium Technical University of Munich June 07 2010 Contents Septentrio: company profile

More information

Evaluation of RTKLIB's Positioning Accuracy Using low-cost GNSS Receiver and ASG-EUPOS

Evaluation of RTKLIB's Positioning Accuracy Using low-cost GNSS Receiver and ASG-EUPOS http://www.transnav.eu the International Journal on Marine Navigation and Safety of Sea Transportation Volume 7 Number 1 March 2013 DOI: 10.12716/1001.07.01.10 Evaluation of RTKLIB's Positioning Accuracy

More information

Modelling GPS Observables for Time Transfer

Modelling GPS Observables for Time Transfer Modelling GPS Observables for Time Transfer Marek Ziebart Department of Geomatic Engineering University College London Presentation structure Overview of GPS Time frames in GPS Introduction to GPS observables

More information

The Case for Recording IF Data for GNSS Signal Forensic Analysis Using a SDR

The Case for Recording IF Data for GNSS Signal Forensic Analysis Using a SDR The Case for Recording IF Data for GNSS Signal Forensic Analysis Using a SDR Professor Gérard Lachapelle & Dr. Ali Broumandan PLAN Group, University of Calgary PLAN.geomatics.ucalgary.ca IGAW 2016-GNSS

More information

Guide to GNSS Base stations

Guide to GNSS Base stations Guide to GNSS Base stations Outline Introduction Example of a base station (TUMSAT) Preparation for setting up a base station Procedure for setting up a base station Examples at two other universities

More information

Kalman Filter Based Integer Ambiguity. Ionosphere and Troposphere Estimation

Kalman Filter Based Integer Ambiguity. Ionosphere and Troposphere Estimation ION GNSS 2010 Kalman Filter Based Integer Ambiguity Resolution Strategy t for Long Baseline RTK with Ionosphere and Troposphere Estimation Tokyo University of Marine Science and Technology Tomoji jitakasu

More information

UNIT 1 - introduction to GPS

UNIT 1 - introduction to GPS UNIT 1 - introduction to GPS 1. GPS SIGNAL Each GPS satellite transmit two signal for positioning purposes: L1 signal (carrier frequency of 1,575.42 MHz). Modulated onto the L1 carrier are two pseudorandom

More information

Improved GPS Carrier Phase Tracking in Difficult Environments Using Vector Tracking Approach

Improved GPS Carrier Phase Tracking in Difficult Environments Using Vector Tracking Approach Improved GPS Carrier Phase Tracking in Difficult Environments Using Vector Tracking Approach Scott M. Martin David M. Bevly Auburn University GPS and Vehicle Dynamics Laboratory Presentation Overview Introduction

More information

PRINCIPLES AND FUNCTIONING OF GPS/ DGPS /ETS ER A. K. ATABUDHI, ORSAC

PRINCIPLES AND FUNCTIONING OF GPS/ DGPS /ETS ER A. K. ATABUDHI, ORSAC PRINCIPLES AND FUNCTIONING OF GPS/ DGPS /ETS ER A. K. ATABUDHI, ORSAC GPS GPS, which stands for Global Positioning System, is the only system today able to show you your exact position on the Earth anytime,

More information

Integer Ambiguity Resolution for Precise Point Positioning Patrick Henkel

Integer Ambiguity Resolution for Precise Point Positioning Patrick Henkel Integer Ambiguity Resolution for Precise Point Positioning Patrick Henkel Overview Introduction Sequential Best-Integer Equivariant Estimation Multi-frequency code carrier linear combinations Galileo:

More information

5G positioning and hybridization with GNSS observations

5G positioning and hybridization with GNSS observations 5G positioning and hybridization with GNSS observations 1. Introduction Abstract The paradigm of ubiquitous location information has risen a requirement for hybrid positioning methods, as a continuous

More information

A GPS RECEIVER DESIGNED FOR CARRIER-PHASE TIME TRANSFER

A GPS RECEIVER DESIGNED FOR CARRIER-PHASE TIME TRANSFER A GPS RECEIVER DESIGNED FOR CARRIER-PHASE TIME TRANSFER Alison Brown, Randy Silva, NAVSYS Corporation and Ed Powers, US Naval Observatory BIOGRAPHY Alison Brown is the President and CEO of NAVSYS Corp.

More information

ABSTRACT: Three types of portable units with GNSS raw data recording capability are assessed to determine static and kinematic position accuracy

ABSTRACT: Three types of portable units with GNSS raw data recording capability are assessed to determine static and kinematic position accuracy ABSTRACT: Three types of portable units with GNSS raw data recording capability are assessed to determine static and kinematic position accuracy under various environments using alternatively their internal

More information

Positioning Techniques. João F. Galera Monico - UNESP Tuesday 12 Sep

Positioning Techniques. João F. Galera Monico - UNESP Tuesday 12 Sep Positioning Techniques João F. Galera Monico - UNESP Tuesday 12 Sep Positioning methods Absolute Positioning Static and kinematic SPP and PPP Relative Positioning Static Static rapid Semi kinematic Kinematic

More information

Precise Positioning with NovAtel CORRECT Including Performance Analysis

Precise Positioning with NovAtel CORRECT Including Performance Analysis Precise Positioning with NovAtel CORRECT Including Performance Analysis NovAtel White Paper April 2015 Overview This article provides an overview of the challenges and techniques of precise GNSS positioning.

More information

How Effective Are Signal. Quality Monitoring Techniques

How Effective Are Signal. Quality Monitoring Techniques How Effective Are Signal Quality Monitoring Techniques for GNSS Multipath Detection? istockphoto.com/ppampicture An analytical discussion on the sensitivity and effectiveness of signal quality monitoring

More information

FieldGenius Technical Notes GPS Terminology

FieldGenius Technical Notes GPS Terminology FieldGenius Technical Notes GPS Terminology Almanac A set of Keplerian orbital parameters which allow the satellite positions to be predicted into the future. Ambiguity An integer value of the number of

More information

GNSS Reflectometry: Innovative Remote Sensing

GNSS Reflectometry: Innovative Remote Sensing GNSS Reflectometry: Innovative Remote Sensing J. Beckheinrich 1, G. Beyerle 1, S. Schön 2, H. Apel 1, M. Semmling 1, J. Wickert 1 1.GFZ, German Research Center for Geosciences, Potsdam, Germany 2.Leibniz

More information

TEST RESULTS OF A DIGITAL BEAMFORMING GPS RECEIVER FOR MOBILE APPLICATIONS

TEST RESULTS OF A DIGITAL BEAMFORMING GPS RECEIVER FOR MOBILE APPLICATIONS TEST RESULTS OF A DIGITAL BEAMFORMING GPS RECEIVER FOR MOBILE APPLICATIONS Alison Brown, Huan-Wan Tseng, and Randy Kurtz, NAVSYS Corporation BIOGRAPHY Alison Brown is the President and CEO of NAVSYS Corp.

More information

Jun CHEN. Differential GNSS positioning with low-cost receivers. Background. Objective: Methods:

Jun CHEN. Differential GNSS positioning with low-cost receivers. Background. Objective: Methods: Jun CHEN Differential GNSS positioning with low-cost receivers Duration of the Thesis: 6 months Completion: May 2013 Tutor: Prof. Dr. sc.-techn. Wolfgang Keller Dr. Maorong Ge (Potsdam-GFZ) Examiner: Prof.

More information

ProMark 3 RTK. White Paper

ProMark 3 RTK. White Paper ProMark 3 RTK White Paper Table of Contents 1. Introduction... 1 2. ProMark3 RTK Operational Environment... 2 3. BLADE TM : A Unique Magellan Technology for Quicker Convergence... 3 4. ProMark3 RTK Fixed

More information

GPS (Introduction) References. Terms

GPS (Introduction) References. Terms GPS (Introduction) MSE, Rumc, GPS, 1 Terms NAVSTAR GPS ( Navigational Satellite Timing and Ranging - Global Positioning System) is a GNSS (Global Navigation Satellite System), developed by the US-DoD in

More information

ARAIM Fault Detection and Exclusion

ARAIM Fault Detection and Exclusion ARAIM Fault Detection and Exclusion Boris Pervan Illinois Institute of Technology Chicago, IL November 16, 2017 1 RAIM ARAIM Receiver Autonomous Integrity Monitoring (RAIM) uses redundant GNSS measurements

More information

Development of an Open Source Multi GNSS Data Processing Software

Development of an Open Source Multi GNSS Data Processing Software 2nd Asia Oceania Regional Workshop on GNSS 2010 Development of an Open Source Multi GNSS Data Processing Software Tomoji TAKASU Tokyo University of Marine Science and Technology Contents Introduction Issues

More information

Trimble GNSS Infrastructure

Trimble GNSS Infrastructure Trimble GNSS Infrastructure A History of Innovation Trimble, the first company to offer commercial GPS products company to integrate GPS with communications technology RTK system in the market in 1994

More information

Assessment of the Contribution of QZSS Combined GPS/BeiDou Positioning in Asia-Pacific Areas

Assessment of the Contribution of QZSS Combined GPS/BeiDou Positioning in Asia-Pacific Areas Assessment of the Contribution of QZSS Combined GPS/BeiDou Positioning in Asia-Pacific Areas Yize Zhang, Nobuaki Kubo, Junping Chen, Hu Wang and Jiexian Wang Abstract Three QZSS satellites are launched

More information

An introduction to RTKLIB open source GNSS processing software. Ryan Ruddick and Suelynn Choy

An introduction to RTKLIB open source GNSS processing software. Ryan Ruddick and Suelynn Choy An introduction to RTKLIB open source GNSS processing software Ryan Ruddick and Suelynn Choy 1 Resources RTKLIB homepage http://www.rtklib.com GIT repository https://github.com/tomojitakasu/rtklib/ Windows

More information

Fast convergence of Trimble CenterPoint RTX by regional augmentation

Fast convergence of Trimble CenterPoint RTX by regional augmentation Fast convergence of Trimble CenterPoint RTX by regional augmentation Dr. Ralf Drescher Trimble Terrasat GmbH, Munich EGU General Assembly 2015, Vienna Thursday, 16 April 2015 Outline Introduction CenterPoint

More information

DECIMETER LEVEL MAPPING USING DIFFERENTIAL PHASE MEASUREMENTS OF GPS HANDHELD RECEIVERS

DECIMETER LEVEL MAPPING USING DIFFERENTIAL PHASE MEASUREMENTS OF GPS HANDHELD RECEIVERS DECIMETER LEVEL MAPPING USING DIFFERENTIAL PHASE MEASUREMENTS OF GPS HANDHELD RECEIVERS Dr. Ahmed El-Mowafy Civil and Environmental Engineering Department College of Engineering The United Arab Emirates

More information

The Possibility of Precise Positioning in the Urban Area

The Possibility of Precise Positioning in the Urban Area Presented at GNSS 004 The 004 International Symposium on GNSS/GPS Sydney, Australia 6 8 December 004 The Possibility of Precise Positioning in the Urban Area Nobuai Kubo Toyo University of Marine Science

More information

GPS and Recent Alternatives for Localisation. Dr. Thierry Peynot Australian Centre for Field Robotics The University of Sydney

GPS and Recent Alternatives for Localisation. Dr. Thierry Peynot Australian Centre for Field Robotics The University of Sydney GPS and Recent Alternatives for Localisation Dr. Thierry Peynot Australian Centre for Field Robotics The University of Sydney Global Positioning System (GPS) All-weather and continuous signal system designed

More information

What to Expect with the Current Constellation

What to Expect with the Current Constellation FIGURE 1 Galileo constellation and occupation status of orbital slots (RAAN: right ascension of the ascending node, May 9, 2017). Source: ESA HOW GALILEO BENEFITS HIGH-PRECISION RTK What to Expect with

More information

Procedures for Quality Control of GNSS Surveying Results Based on Network RTK Corrections.

Procedures for Quality Control of GNSS Surveying Results Based on Network RTK Corrections. Procedures for Quality Control of GNSS Surveying Results Based on Network RTK Corrections. Limin WU, China Feng xia LI, China Joël VAN CRANENBROECK, Switzerland Key words : GNSS Rover RTK operations, GNSS

More information

Cycle slip detection using multi-frequency GPS carrier phase observations: A simulation study

Cycle slip detection using multi-frequency GPS carrier phase observations: A simulation study Available online at www.sciencedirect.com Advances in Space Research 46 () 44 49 www.elsevier.com/locate/asr Cycle slip detection using multi-frequency GPS carrier phase observations: A simulation study

More information

VARIATION OF STATIC-PPP POSITIONING ACCURACY USING GPS-SINGLE FREQUENCY OBSERVATIONS (ASWAN, EGYPT)

VARIATION OF STATIC-PPP POSITIONING ACCURACY USING GPS-SINGLE FREQUENCY OBSERVATIONS (ASWAN, EGYPT) ARTIFICIAL SATELLITES, Vol. 52, No. 2 2017 DOI: 10.1515/arsa-2017-0003 VARIATION OF STATIC-PPP POSITIONING ACCURACY USING GPS-SINGLE FREQUENCY OBSERVATIONS (ASWAN, EGYPT) Ashraf Farah Associate professor,

More information

Broadcast Ionospheric Model Accuracy and the Effect of Neglecting Ionospheric Effects on C/A Code Measurements on a 500 km Baseline

Broadcast Ionospheric Model Accuracy and the Effect of Neglecting Ionospheric Effects on C/A Code Measurements on a 500 km Baseline Broadcast Ionospheric Model Accuracy and the Effect of Neglecting Ionospheric Effects on C/A Code Measurements on a 500 km Baseline Intro By David MacDonald Waypoint Consulting May 2002 The ionosphere

More information

Capacity Building Activities on GNSS in Japan

Capacity Building Activities on GNSS in Japan Capacity Building Activities on GNSS in Japan Hiroaki Tateshita Japan Aerospace Exploration Agency Akio Yasuda Tokyo University of Marine Science & Technology 1 Contents Back ground of Geospatial Information

More information

PPP with Ambiguity Resolution (AR) using RTCM-SSR

PPP with Ambiguity Resolution (AR) using RTCM-SSR PPP with Ambiguity Resolution (AR) using RTCM-SSR Gerhard Wübbena, Martin Schmitz, Andreas Bagge Geo++ GmbH 30827 Garbsen Germany www.geopp.de PPP with Ambiguity Resolution (AR) using RTCM-SSR Abstract

More information

Asian Journal of Science and Technology Vol. 08, Issue, 11, pp , November, 2017 RESEARCH ARTICLE

Asian Journal of Science and Technology Vol. 08, Issue, 11, pp , November, 2017 RESEARCH ARTICLE Available Online at http://www.journalajst.com ASIAN JOURNAL OF SCIENCE AND TECHNOLOGY ISSN: 0976-3376 Asian Journal of Science and Technology Vol. 08, Issue, 11, pp.6697-6703, November, 2017 ARTICLE INFO

More information

Asia Oceania Regional Workshop on GNSS Precise Point Positioning Experiment by using QZSS LEX

Asia Oceania Regional Workshop on GNSS Precise Point Positioning Experiment by using QZSS LEX Asia Oceania Regional Workshop on GNSS 2010 Precise Point Positioning Experiment by using QZSS LEX Tomoji TAKASU Tokyo University of Marine Science and Technology Contents Introduction of QZSS LEX Evaluation

More information

Introduction to GNSS

Introduction to GNSS Introduction to GNSS Dimitrios Bolkas, Ph.D. Department of Surveying Engineering, Pennsylvania State University, Wilkes Barre Campus PSLS Surveyor s Conference January 21-24, 2018 Hershey, PA Global Navigation

More information

Broadcasting System Time Scales Offsets in Navigation Messages. Assessment of Feasibility

Broadcasting System Time Scales Offsets in Navigation Messages. Assessment of Feasibility Broadcasting System Time Scales Offsets in Navigation Messages. Assessment of Feasibility A. Druzhin, A. Tyulyakov. A. Pokhaznikov Working Group A ICG-8, Dubai, United Arab Emirates 2 Rastrelli Square,

More information

DEFINING THE FUTURE OF SATELLITE SURVEYING WITH TRIMBLE R-TRACK TECHNOLOGY

DEFINING THE FUTURE OF SATELLITE SURVEYING WITH TRIMBLE R-TRACK TECHNOLOGY DEFINING THE FUTURE OF SATELLITE SURVEYING WITH TRIMBLE R-TRACK TECHNOLOGY EDMOND NORSE, GNSS PORTFOLIO MANAGER, TRIMBLE SURVEY DIVISION WESTMINSTER, CO USA ABSTRACT In September 2003 Trimble introduced

More information

GPS: The Basics. Darrell R. Dean, Jr. Civil and Environmental Engineering West Virginia University. Expected Learning Outcomes for GPS

GPS: The Basics. Darrell R. Dean, Jr. Civil and Environmental Engineering West Virginia University. Expected Learning Outcomes for GPS GPS: The Basics Darrell R. Dean, Jr. Civil and Environmental Engineering West Virginia University Expected Learning Outcomes for GPS Explain the acronym GPS Name 3 important tdt dates in history of GPS

More information

Global Navigation Satellite Systems (GNSS)Part I EE 570: Location and Navigation

Global Navigation Satellite Systems (GNSS)Part I EE 570: Location and Navigation Lecture Global Navigation Satellite Systems (GNSS)Part I EE 570: Location and Navigation Lecture Notes Update on April 25, 2016 Aly El-Osery and Kevin Wedeward, Electrical Engineering Dept., New Mexico

More information

Trustworthy Positioning for Next Generation Intelligent Transport Systems Ahmed El-Mowafy

Trustworthy Positioning for Next Generation Intelligent Transport Systems Ahmed El-Mowafy Trustworthy Positioning for Next Generation Intelligent Transport Systems Ahmed El-Mowafy Contents Background on ITS and C-ITS Requirements Challenges RAIM Test and Results Utilisation Workshop, Sydney,

More information

GPS STATIC-PPP POSITIONING ACCURACY VARIATION WITH OBSERVATION RECORDING INTERVAL FOR HYDROGRAPHIC APPLICATIONS (ASWAN, EGYPT)

GPS STATIC-PPP POSITIONING ACCURACY VARIATION WITH OBSERVATION RECORDING INTERVAL FOR HYDROGRAPHIC APPLICATIONS (ASWAN, EGYPT) GPS STATIC-PPP POSITIONING ACCURACY VARIATION WITH OBSERVATION RECORDING INTERVAL FOR HYDROGRAPHIC APPLICATIONS (ASWAN, EGYPT) Ashraf Farah Associate Professor,College of Engineering, Aswan University,

More information

Tracking New Signals from Space GPS Modernization and Trimble R-Track Technology

Tracking New Signals from Space GPS Modernization and Trimble R-Track Technology Tracking New Signals from Space GPS Modernization and Trimble R-Track Technology Edmond T. Norse Trimble Integrated Surveying Group, Westminster, Colorado U.S. TRIMBLE 2 Tracking New Signals from Space

More information

AIRPORT MULTIPATH SIMULATION AND MEASUREMENT TOOL FOR SITING DGPS REFERENCE STATIONS

AIRPORT MULTIPATH SIMULATION AND MEASUREMENT TOOL FOR SITING DGPS REFERENCE STATIONS AIRPORT MULTIPATH SIMULATION AND MEASUREMENT TOOL FOR SITING DGPS REFERENCE STATIONS ABSTRACT Christophe MACABIAU, Benoît ROTURIER CNS Research Laboratory of the ENAC, ENAC, 7 avenue Edouard Belin, BP

More information

ORBITAL NAVIGATION SYSTEMS PRESENT AND FUTURE TENDS

ORBITAL NAVIGATION SYSTEMS PRESENT AND FUTURE TENDS ORBITAL NAVIGATION SYSTEMS PRESENT AND FUTURE TENDS CONTENT WHAT IS COVERED A BRIEF HISTORY OF SYSTEMS PRESENT SYSTEMS IN USE PROBLEMS WITH SATELLITE SYSTEMS PLANNED IMPROVEMENTS CONCLUSION CONTENT WHAT

More information

Introduction to GNSS

Introduction to GNSS Introduction to GNSS Dimitrios Bolkas, Ph.D. Department of Surveying Engineering, Pennsylvania State University, Wilkes Barre Campus PSLS Surveyor s Conference Hershey, PA Global Navigation Satellite System

More information

GNSS Modernisation and Its Effect on Surveying. Short range GNSS phase-based positioning is limited by multipath

GNSS Modernisation and Its Effect on Surveying. Short range GNSS phase-based positioning is limited by multipath 3..212 GNSS Modernisation and Its Effect on Surveying Dr. Lawrence Lau Professor Gethin Wyn Roberts FIG Working Week 212 The Motivation Short range GNSS phase-based positioning is limited by multipath

More information

DYNAMIC RT TECHNOLOGY

DYNAMIC RT TECHNOLOGY DYNAMIC RT TECHNOLOGY GLOBAL NAVIGATION SATELLITE SYSTEMS (GNSS) POTENTIAL FUTURE DEVELOPMENTS(2005 2017?) GPS MODERNIZATION BLOCK IIF & III GLONASS ENHANCEMENTS (K & M) EUROPEAN UNION - GALILEO CHINA

More information

DESIGN AND IMPLEMENTATION OF INTEGRATED GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS) RECEIVER. B.Tech Thesis Report

DESIGN AND IMPLEMENTATION OF INTEGRATED GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS) RECEIVER. B.Tech Thesis Report Indian Institute of Technology Jodhpur DESIGN AND IMPLEMENTATION OF INTEGRATED GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS) RECEIVER B.Tech Thesis Report Submitted by Arun Balajee V, Aswin Suresh and Mahesh

More information

Low-Cost GNSS for Geodetic Applications

Low-Cost GNSS for Geodetic Applications Institut für Ingenieurgeodäsie Presented at the FIG Congress 2018, May 6-11, 2018 in Istanbul, Turkey Low-Cost GNSS for Geodetic Applications Dr.-Ing. Li Zhang Institute of Engineering Geodesy (IIGS),

More information

Carrier Phase GPS Augmentation Using Laser Scanners and Using Low Earth Orbiting Satellites

Carrier Phase GPS Augmentation Using Laser Scanners and Using Low Earth Orbiting Satellites Carrier Phase GPS Augmentation Using Laser Scanners and Using Low Earth Orbiting Satellites Colloquium on Satellite Navigation at TU München Mathieu Joerger December 15 th 2009 1 Navigation using Carrier

More information

Global Positioning System: what it is and how we use it for measuring the earth s movement. May 5, 2009

Global Positioning System: what it is and how we use it for measuring the earth s movement. May 5, 2009 Global Positioning System: what it is and how we use it for measuring the earth s movement. May 5, 2009 References Lectures from K. Larson s Introduction to GNSS http://www.colorado.edu/engineering/asen/

More information

Analysis of GNSS Receiver Biases and Noise using Zero Baseline Techniques

Analysis of GNSS Receiver Biases and Noise using Zero Baseline Techniques 1 Analysis of GNSS Receiver Biases and Noise using Zero Baseline Techniques Ken MacLeod, Simon Banville, Reza Ghoddousi-Fard and Paul Collins Canadian Geodetic Survey, Natural Resources Canada Plenary

More information

REAL-TIME GPS ATTITUDE DETERMINATION SYSTEM BASED ON EPOCH-BY-EPOCH TECHNOLOGY

REAL-TIME GPS ATTITUDE DETERMINATION SYSTEM BASED ON EPOCH-BY-EPOCH TECHNOLOGY REAL-TIME GPS ATTITUDE DETERMINATION SYSTEM BASED ON EPOCH-BY-EPOCH TECHNOLOGY Dr. Yehuda Bock 1, Thomas J. Macdonald 2, John H. Merts 3, William H. Spires III 3, Dr. Lydia Bock 1, Dr. Jeffrey A. Fayman

More information

High Gain Advanced GPS Receiver

High Gain Advanced GPS Receiver High Gain Advanced GPS Receiver NAVSYS Corporation 14960 Woodcarver Road, Colorado Springs, CO 80921 Introduction The NAVSYS High Gain Advanced GPS Receiver (HAGR) is a digital beam steering receiver designed

More information

Precise Point Positioning (PPP) using

Precise Point Positioning (PPP) using Precise Point Positioning (PPP) using Product Technical Notes // May 2009 OnPOZ is a product line of Effigis. EZSurv is a registered trademark of Effigis. All other trademarks are registered or recognized

More information

New Tools for Network RTK Integrity Monitoring

New Tools for Network RTK Integrity Monitoring New Tools for Network RTK Integrity Monitoring Xiaoming Chen, Herbert Landau, Ulrich Vollath Trimble Terrasat GmbH BIOGRAPHY Dr. Xiaoming Chen is a software engineer at Trimble Terrasat. He holds a PhD

More information

Cycle Slip Detection in Single Frequency GPS Carrier Phase Observations Using Expected Doppler Shift

Cycle Slip Detection in Single Frequency GPS Carrier Phase Observations Using Expected Doppler Shift Nordic Journal of Surveying and Real Estate Research Volume, Number, 4 Nordic Journal of Surveying and Real Estate Research : (4) 63 79 submitted on April, 3 revised on 4 September, 3 accepted on October,

More information

TREATMENT OF DIFFRACTION EFFECTS CAUSED BY MOUNTAIN RIDGES

TREATMENT OF DIFFRACTION EFFECTS CAUSED BY MOUNTAIN RIDGES TREATMENT OF DIFFRACTION EFFECTS CAUSED BY MOUNTAIN RIDGES Rainer Klostius, Andreas Wieser, Fritz K. Brunner Institute of Engineering Geodesy and Measurement Systems, Graz University of Technology, Steyrergasse

More information

RHINOS Railway High Integrity Navigation Overlay System. RHINOS Workshop. 21 st June 2017 Performance Analysis Activity R.

RHINOS Railway High Integrity Navigation Overlay System. RHINOS Workshop. 21 st June 2017 Performance Analysis Activity R. RHINOS Railway High Integrity Navigation Overlay System RHINOS Workshop 21 st June 2017 Performance Analysis Activity R. Capua (Sogei) Objectives Simulation and Analysis of High Precision and High Integrity

More information

Automated Quality Control of Global Navigation Satellite System (GNSS) Data

Automated Quality Control of Global Navigation Satellite System (GNSS) Data P-315 Automated Quality Control of Global Navigation Satellite System (GNSS) Data S.Senthil Kumar* & Arun Kumar Chauhan, ONGC Summary Global Navigation Satellite System (GNSS), includes GPS, GLONASS and

More information

Receiver Technology CRESCENT OEM WHITE PAPER AMY DEWIS JENNIFER COLPITTS

Receiver Technology CRESCENT OEM WHITE PAPER AMY DEWIS JENNIFER COLPITTS CRESCENT OEM WHITE PAPER AMY DEWIS JENNIFER COLPITTS With offices in Kansas City, Hiawatha, Calgary and Scottsdale, Hemisphere GPS is a global leader in designing and manufacturing innovative, costeffective,

More information

Demonstrations of Multi-Constellation Advanced RAIM for Vertical Guidance using GPS and GLONASS Signals

Demonstrations of Multi-Constellation Advanced RAIM for Vertical Guidance using GPS and GLONASS Signals Demonstrations of Multi-Constellation Advanced RAIM for Vertical Guidance using GPS and GLONASS Signals Myungjun Choi, Juan Blanch, Stanford University Dennis Akos, University of Colorado Boulder Liang

More information