GPS Navigation Using Three Satellites and a Precise Clock

Size: px
Start display at page:

Download "GPS Navigation Using Three Satellites and a Precise Clock"

Transcription

1 GPS Navigation Using Three Satellites and a Precise Clock MARK A. STURZA Litton Aero Products, Canoga Park, Ca. Received March 1983 ABSTRACT Navigation using GPS generally requires that the user track four satellites to resolve his 3-D spatial position and time bias. There are several reasons why it is desirable to navigate while tracking only three satellites: -The proposed 18 satellite GPS constellation will exhibit substantial periods of poor four satellite geometry over large geographic areas several times a day. -Failure of a GPS satellite in orbit. will result in periods of only three-satellite availability over large geographic areas. -During establishment of the operational GPS constellation, there will be long periods of three-satellite GPS coverage. Three-satellite GPS navigation can be accomplished by equipping the user with a precise clock. The required stability of the clock is a function of the maximum allowable PDOP (Position Dilution of Precision) and the time interval between updates of the clock. Clock updates can be accomplished by tracking four GPS satellites, tracking one GPS satellite from a known location, or conventional time transfer methods. This paper presents a formula for computing PDOP and its components, HDOP (Horizontal DOP) and VDOP (Vertical DOP), as a function of three-satellite geometry and clock stability. This formula is used to plot HDOP and VDOP versus time for representative high quality quartz crystal and low-cost rubidium clocks for two scenarios of satellite geometry. The stability and environmental sensitivity of high quality quartz crystal and low-cost rubidium clocks are discussed. INTRODUCTION The NAVSTAR Global Positioning System (GPS) is a satellite-based radionavigation system intended to provide highly accurate three dimensional position and precise time on a continuous global basis. When the system becomes fully operational in late 1988, it will consist of 18 satellites in six orbital planes inclined at 55. Each plane will contain three satellites spaced 120 apart in 12-hour orbits. The relative phasing of the satellites from one orbital plane to the next is 40. Each satellite will continually transmit navigation signals at Ll = MHz and L2 = MHz consisting of the P-code ranging signal (10.23MBPS), the C/A code ranging signal (l.o23mbps), and 50BPS data providing satellite ephemeris and clock bias information. Navigation using GPS is accomplished by passive triangulation. The GPS user equipment measures the pseudorange to four satellites, computes the position of the four satellites using the received ephemeris data; and processes 122

2 Sturza: Navigation with Precise Clock 123 the pseudorange measurements and satellite positions to estimate three-dimensional user position and precise time. There are situations where the user only has three satellites available and still wishes to utilize GPS. This can be accomplished by equipping the user with a precise clock. Three situations where three satellite and a precise clock GPS navigation would be desirable are discussed in the following section. THREE SATELLITE SITUATIONS Poor Geometry The lgsatellite GPS constellation described above has been shown to exhibit areas of poor four satellite geometry at certain times. A user relying on four satellite GPS navigation in these outage areas will experience extremely poor navigation performance. Four outage areas occur at the same time and repeat at the same location twice a day. The outages disappear and a new set of four appear 40 minutes later at other locations. Thus, there are a total of 72 outage areas on the earth at various times. The duration of the outages ranges from 5 to 30 minutes with an average of 10 minutes. Satellite Failure Failure of a GPS satellite in orbit would result in periods of only three satellite coverage of approximately 30-minute duration over large geographic areas2. It may require months for a replacement satellite to be launched. Constellation Build-up Five GPS satellites will be maintained in orbit during the 1983 to 1986 time period. This will result in 4 to 12 hours per day of three satellite coverage depending on location. From 1986 to 1988, the number of satellites in orbit will be increased from 5 to 18 satellites. This will increase the area and time of three satellite coverage. By the end of 1987, three satellite coverage will be essentially continuously global. FOUR SATELLITE PERFORMANCES Before deriving performance equations for three satellite and a precise clock navigation, four satellite performance equations are reviewed. For four satellite GPS navigation, the linearized navigation equations are given by3 where Hqx = p x is the four element position and time correction vector p is the four element pseudorange residual vector

3 124 Global Positioning System and H4 is the direction cosine matrix mapping the LOS (line-of-sight) vectors from the satellites to the coordinate system. Let x = [AX Ay AZ ATIT P = [Apl APZ APS Ap41T CX, is the direction cosine between the LOS vector to the i th satellite and the j th coordinate. The linearized equations can be solved for position and time corrections as a function of the pseudorange residuals as follows x = H4-1 Q. Since this relationship is linear, it holds for the errors in the position and time correction and the pseudorange residual errors. Thus, G = H4-kp where E, is the position and time correction error vector and E, is the pseudorange residual error vector. To obtain the position and time error variances, the covariance matrix of the position and time correction cov v,--- errors is computed. [ -vy--- --vz- This 1 matrix has the form --- VT where V,, V,, V, and VT are the position and time variances and the off-diagonal elements are functions of the correlations between the errors. The covariance matrix is given by (x) = cov (x) = E[E, Exrl = H4-l cov (p) HT = [H,T cov (p)- H,l- Now making the assumption that the pseudorange residual errors are uncorrelated from satellite to satellite and equal for each satellite, the pseudorange residual covariance matrix reduces to Thus cov (p) = a,?. cov (x) = up2 [HhT H41 -l. We see that the position and time error variances are functions of the diagonal elements of [H4T H,]- this leads to the concept of GDOP (geometric dilution of precision).

4 Sturza: Navigation with Precise Clock 125 Thus GDOP is defined by GDOP = d/trace [HdT H&l. GDOP = VV, + V, + V, + V,/ u p. GDOP is the amplification factor of pseudorange error variance to the combined position and time error variance. GDOP can be partitioned into separate position and time variances as follows: GDOP2 = PDOP2 + TDOP2 where PDOP = d/v, + V, + Vz/up is position DOP and TDOP = fir/a, is time DOP. PDOP can further be partitioned into horizontal and vertical components PDOP2 = HDOP2 + VDOP2 where HDOP = v m/op is horizontal DOP and VDOP = flz/a, is vertical DOP. GDOP, PDOP and TDOP are invariant with respect to coordinate system while HDOP and VDOP only make sense in a LTP (local tangent plane) system. THREE SATELLITE AND A PRECISE CLOCK PERFORMANCE A performance measure analogous to PDOP for four satellite GPS navigation can be developed for three satellite and a precise clock navigation. The linearized navigation equations for this case are given by where p = Hzx+bl x = [A.xAyAzlT p = [API bz 4dT 1 a11 a1y a1z a2.x a2y a2z w.z a3y a3r Hs = [ 1 = lT and b is the clock bias. The position correction as a function of pseudorange residual is given by x = H,-l [p - bll. Thus the position correction error covariance matrix is cov (x) = Ha- [a; I + cr$ 1 ltl HsmT where ub2 in the clock bias error variance. = a; [(H; H&l + 3 H,- 1 lt HzmT]

5 126 Global Positioning System We see that the position error variances are a function of the diagonal elements of [(H: Hs)-l + $ Hs-l 1 lt Hz-*]. So analogously to PDOP we define PDOPs = J Truce [(HT H&l + 5 H,-1 1 lt H,-7. = vvz + vy + V*lu, We define k2 = ab2/ap2 to be the ratio of clock bias error variance to pseudorange residual error variance then PDOP, = d/trace [(HTH,)- + k2h3-1 lt H,-*I. HDOPs and VDOPs are defined similarly PDOPs2 = HDOPs2 + VDOPs2 HDOP, = v ~/cj, VDOP, = flz/a, to HDOP and VDOP such that As in the four satellite case, PDOPs is invariant to coordinate system, and HDOPs and VDOPs only make sense in a LTP system. We see that PDOP, is a function of three satellite geometry and clock bias error variance. CLOCK STABILITY AND SENSITIVITY Clock bias error variance is a function of clock stability, environmental sensitivity, and time since the last clock update. A clock is mechanized by counting cycles from an oscillator. The four most common types of oscillators are quartz crystal, rubidium, cesium beam, and hydrogen maser. Due to size, weight, power and cost considerations only quartz crystal and rubidium oscillators are practical for airborne GPS navigation equipment. The stability and environmental sensitivity of high quality quartz crystal and low cost rubidium oscillators are discussed. Oscillator stability is measured by means of Allan variance u2 (T) = < L+(t) - w-4 + w-w2 > Y 2TW13 where 4(t) is the oscillator phase at time t T is averaging time and < > denotes infinite time averaging. Figure 1 shows representative plots of Allan variance as a function of averaging time for high quality quartz crystal and low cost rubidium oscillators. The up-turn of the plots is a result of quartz aging for the quartz crystal oscillator and cell component aging for the rubidium oscillator.4 The clock bias error variance due to oscillator stability is given by (Tba (7) = Tu, (7).

6 Sturza: Navigation with Precise Clock 127 to- - d - OSCILLATOA lo-= I I I I I I I I I I I J 100 IO' lo4 P 7,AVEAAGlNGTlME(SECONOS) z 105 g,@ E 3 x.- = 10' Fig, I-Allan variance of typical high quality quartz and low cost rubidium oscillators. Plots of obs (T) as a function of elapsed time since last clock update for clocks utilizing the high quality quartz crystal and low cost rubidium oscillators described above are shown in Figure 2. It can be seen that for elapsed times, less than one minute, the quartz crystal clock has slightly better performance; but that for long elapsed times, greater than one hour, the rubidium clock has significantly superior performance. Both quartz crystal and rubidium oscillators are sensitive to environmental conditions. Quartz crystal oscillators are more sensitive to temperature, acceleration, vibration, shock, and radiation; while rubidium oscillators are more sensitive to pressure and magnetic field. The bias errors resulting from these sensitivities will dominate the bias errors due to stability shown in Figure 2 for long elapsed times. In a typical air transport environment, Figure 2 is a good model of clock performance for elapsed times less than 1 hour. CLOCK UPDATES Neglecting the effect of environmental sensitivities, the clock bias error variance is given by ug (t) = a&j + u& (t - to)

7 Global Positioning System 7,ELAPSEO TIME ISECONDS) Fig. e-bias error variance of typical XTAL and Rb clocks. o$ (t) is the clock bias error variance at time t c& is the clock bias error variance at the time, to, of the last clock update &, (t - to) is the clock bias error variance due to clock stability. The clock bias error variance due to stability, &, was discussed in the preceeding section and is shown in Figure 2. The clock bias error variance at the time of the last clock update, &, depends on how the update was accomplished. If the update was accomplished by four satellite navigation, then C& = TDOP2. cr?. If the update was accomplished by tracking one GPS satellite from an exactly known location, then For clock updates accomplished by conventional time transfer methods, the clock bias error variances are:5

8 Sturza: Navigation with Precise Clock 129 METHOD crm (SECONDS) TRANSIT 1 x 10-S TV LINE 10 1 x 10-G PORTABLE CESIUM 1 x 10-G The factor k used in the calculation by of PDOPs and defined by lzz = u&e is given k2 (t) = [&o + a& (t - to)l/u; Thus if the last clock update was accomplished by four satellite GPS navigation, then k2 (t) = TDOP2 (to) + & (t - to) us, Nominal values for the pseudorange residual error variance, a;, are 5 meters (1.7 x 10m8 seconds) for dual frequency P-code operation and 20 meters (6.7 x 10ds seconds) for single frequency C/A-code operation. PLOTS OF HDOP AND VDOP Three satellite and a precise clock navigation is evaluated for two scenarios by plotting HDOPs and VDOPB. The first scenario is navigation during the 27-minute outage of the 18- satellite constellation occurring at N 5 latitude, E 35 longitude, and 0 meters altitude from 0326 GMT to 0353 GMT on July 1, The second scenario is navigation at N latitude, W longitude and 200 meters altitude on February 20, 1983 following the four satellite visibility window provided by NAVSTAR s 3, 4, 5, and 6 currently in orbit. The four satellite visibility window ends at 1105 GMT. Figure 3 is a plot of HDOP4, HDOP9 (quartz crystal clock, XTAL), and HDOP, (rubidium clock, Rb) during the l&satellite constellation outage. HDOP, has an average value of 1.75 for the five-minute intervals before and after the outage. HDOP, (XTAL) has an average value of 4.9 during the outage with minimum and maximum values of 4.7 and 5.7 respectively. HDOP, (Rb) has an average value of 3.6 during the outage with minimum and maximum values of 2.5 and 5.7 respectively. Figure 4 is a plot of VDOP4, VDOP, (XTAL), and VDOP, (Rb) during the 18-satellite constellation outage. VDOP, averages 1.8 for the five minutes before and after the outage. VDOP, (XTAL) has an average value of 6.7 during the outage with minimum and maximum values of 2.0 and 12.6 respectively. VDOPs (Rb) has an average value of 1.7 during the outage with minimum and maximum values of 1.6 and 2.0 respectively. Using HDOP, and VDOP, before and after the outage as references the average relative performance of three satellite and a precise clock navigation during the outage is Before and After Outage Quartz Crystal Clock Rubidium Clock RELATIVE PERFORMANCE HDOP VDOP

9 130 Global Positioning System I, 1 I I 1 I i TIME IMINUTESI t START OF EN0 OF OUTAGE OUTAGE Fig. J-Plot of HDOP,, HDOP, (XTAL) and HDOPJ (Rb) during a 27-minute outage of the 18- satellite constellation. a I / / / / /' / /I 1 / / / / /, / / / / / 1 / - VOOP ---- VOOPj IXTALI DrJP3,Rb) \ I- EEEoF I I 5 I 10 I 15 I 20 I 26 ; TIME IMINUTES) t ENOOF OUTAOE Fig. I-Plot ofvdop4, VDOP, (XZ AL) and VDOP, (Rb) d wing a 27-minute outage of the 18- satellite constallation.

10 Sturza: Navigation with Precise Clock HDOP ---- HDOP; (XTAL) DlJP3 (Rb, 3-2- I-, I I I I I I t TIME (MINUTES) END OF FOUR SATELLITE COVERAGE Fig. 5-Plot of HDOP, (XTAL) and HDOPs (Rb) following end of Phase II constellation 4-satellite availability window. Figure 5 is a plot of HDOP, during the four satellite visibility window; and HDOP, (XTAL) and HDOPB (Rb) following the four satellite visibility window. HDOP, has an average value of 2.5 during the last ten minutes of the four satellite visibility window. HDOP, (XTAL) starts at 5.7 and increases to 9.7 after 9 minutes. HDOP, (Rb) starts at 5.4 and increases to 9.7 after 30 minutes. Figure 6 is a plot of VDOP, during the four satellite visibility window; and VDOP, (XTAL) and VDOP, (Rb) following the four satellite visibility window. VDOP, has an average value of 3.4 during the last ten minutes of the four satellites visibility window. VDOP, (XTAL) starts at 6.6 and increases to 9.0 after 4 minutes. VDOP, (Rb) starts at 6.3 and increases to 9.7 after 21 minutes. The plots of HDOP, (XTAL), HDOPs (Rb), VDOPs (XTAL), and VDOP, (Rb) continue to increase until only two satellites are visible, then they become infinite. CONCLUSION In conclusion it has been shown that three-satellite GPS navigation can be accomplished by equipping the user with a precise clock. The navigation performance provided, as measured by HDOP, and VDOPB, has been shown to be a function of three satellite geometry and clock stability. Three satellite and a precise clock GPS navigation during a typical outage of the 1%satellite constellation has been shown to have l/z to l/3 the position accuracy of four satellite GPS navigation before and after the outage depending on clock quality. Three satellite and a precise clock GPS navigation following the end of the four satellite visibility window provided by NAVSTAR s 3, 4, 5, and 6 was shown to provide up to 30 minutes of additional GPS navigation depending on performance requirements and clock stability.

11 132 Global Positioning System - VOOPq VOOP3 (HAL)... voop3,rb) TIME (MINUTES) Fig. 6-P& of VDOPS (XTAL) and VDOPS (Rb) following end ofphase II constellation 4-satellite availability window. ACKNOWLEDGEMENTS The author wishes to thank Dr. Daniel Chen of the Litton Aero Products Division for generating the LOS vectors for the 18 satellite constellation used in the calculations of HDOP, and VDOP,. And Dr. Tae Kwon of the Litton Guidance and Control Systems Division for discussing Litton s Rubidium Frequency Standard Unit. REFERENCES Kruh, Pierre, The NAVSTAR Global Positioning System Six-Plane l&satellite Constellation, NTC Record-1981, New Orleans, Louisiana, November 1981, pp E Shively, Curtis A., Reliability of NAVSTAR GPS for Civil Aviation, ION Proceedings of the National Aerospace Meeting, Moffett Field, Ca., March 1982, pp Jorgensen, P. S., NAVSTARiGlobal Positioning System 18-Satellite Constellation Navigation, Vol. 27, Number 2, pp Fruehouf, Hugo, Precision Oscillators and their Role and Performance in Navigation Systems, PLANS 82 Record, IEEE AES Society, Atlantic City, N.J., December 1982, pp Cashion, R. E., Klepczynski, W. J., and Putkovich, K., The Use of Transit for Time Distribution Navigation, Vol. 26, Number 1, pp

CHAPTER 11 SATELLITE NAVIGATION

CHAPTER 11 SATELLITE NAVIGATION CHAPTER 11 SATELLITE NAVIGATION INTRODUCTION 1100. Development The idea that led to development of the satellite navigation systems dates back to 1957 and the first launch of an artificial satellite into

More information

GPS: A Primer. presented by Jim Pugh, GISP GIS Project Manager. 2007, EMH&T, Inc.

GPS: A Primer. presented by Jim Pugh, GISP GIS Project Manager. 2007, EMH&T, Inc. GPS: A Primer presented by Jim Pugh, GISP GIS Project Manager GPS: A Primer GPS = Global Positioning System 24 Satellites in Orbit around Earth Each Broadcasts precise time and known location Receivers

More information

CDMA Technology : Pr. S. Flament www.greyc.fr/user/99. Pr. Dr. W. sk www.htwg-konstanz.de. On line Course on CDMA Technology

CDMA Technology : Pr. S. Flament www.greyc.fr/user/99. Pr. Dr. W. sk www.htwg-konstanz.de. On line Course on CDMA Technology CDMA Technology : Pr. Dr. W. sk www.htwg-konstanz.de Pr. S. Flament www.greyc.fr/user/99 On line Course on CDMA Technology CDMA Technology : CDMA / DS : Principle of operation Generation of PN Spreading

More information

Technical Article Developing Software for the CN3 Integrated GPS Receiver

Technical Article Developing Software for the CN3 Integrated GPS Receiver Technical Article Developing Software for the CN3 Integrated GPS Receiver 1 Intermec Technologies Table of Contents INTRODUCTION... 3 AN OVERVIEW OF GPS TECHNOLOGY... 3 What is GPS?... 3 How GPS works...

More information

GPS BLOCK IIF RUBIDIUM FREQUENCY STANDARD LIFE TEST

GPS BLOCK IIF RUBIDIUM FREQUENCY STANDARD LIFE TEST GPS BLOCK IIF RUBIDIUM FREQUENCY STANDARD LIFE TEST F. Vannicola, R. Beard, J. White, K. Senior, T. Kubik, D. Wilson U.S. Naval Research Laboratory 4555 Overlook Avenue, SW, Washington, DC 20375, USA E-mail:

More information

TI GPS PPS Timing Application Note

TI GPS PPS Timing Application Note Application Note Version 0.6 January 2012 1 Contents Table of Contents 1 INTRODUCTION... 3 2 1PPS CHARACTERISTICS... 3 3 TEST SETUP... 4 4 PPS TEST RESULTS... 6 Figures Figure 1 - Simplified GPS Receiver

More information

Development of BeiDou Navigation Satellite System

Development of BeiDou Navigation Satellite System The 7th Meeting of International Committee on GNSS Development of BeiDou Navigation Satellite System China Satellite Navigation Office November 5, 2012 Beijing, China Part Ⅰ Development Plan Part Ⅱ System

More information

REAL-TIME GPS MONITORING OF ATOMIC FREQUENCY STANDARDS IN THE CANADIAN ACTIVE CONTROL SYSTEM (CACS)

REAL-TIME GPS MONITORING OF ATOMIC FREQUENCY STANDARDS IN THE CANADIAN ACTIVE CONTROL SYSTEM (CACS) 30th Annual Pmbe Time and Time Internal (PTTI) Meeting REAL-TIME GPS MONITORING OF ATOMIC FREQUENCY STANDARDS IN THE CANADIAN ACTIVE CONTROL SYSTEM (CACS) F. Lahaye, M. Caissy, J. Popelar Geodetic Survey

More information

GPS Receiver Test. Conducted by the Department of Mathematical Geodesy and Positioning Delft University of Technology

GPS Receiver Test. Conducted by the Department of Mathematical Geodesy and Positioning Delft University of Technology GPS Receiver Test Conducted by the Department of Mathematical Geodesy and Positioning Delft University of Technology A. Amiri-Simkooei R. Kremers C. Tiberius May 24 Preface For the purpose of a receiver

More information

Chapter 1. Vector autoregressions. 1.1 VARs and the identi cation problem

Chapter 1. Vector autoregressions. 1.1 VARs and the identi cation problem Chapter Vector autoregressions We begin by taking a look at the data of macroeconomics. A way to summarize the dynamics of macroeconomic data is to make use of vector autoregressions. VAR models have become

More information

Greg Keel P.Eng. Parallel Geo Services gkeel@nanaimo.ark.com

Greg Keel P.Eng. Parallel Geo Services gkeel@nanaimo.ark.com Greg Keel P.Eng. Parallel Geo Services gkeel@nanaimo.ark.com Presentation Outline GNSS: Global Navigation Satellite System GPS: overview, current signals, modernization GLONASS: history (rise fall rise),

More information

Global Positioning System

Global Positioning System B. Hofmann-Wellenhof, H. Lichtenegger, and J. Collins Global Positioning System Theory and Practice Third, revised edition Springer-Verlag Wien New York Contents Abbreviations Numerical constants xix xxiii

More information

SURVEYING WITH GPS. GPS has become a standard surveying technique in most surveying practices

SURVEYING WITH GPS. GPS has become a standard surveying technique in most surveying practices SURVEYING WITH GPS Key Words: Static, Fast-static, Kinematic, Pseudo- Kinematic, Real-time kinematic, Receiver Initialization, On The Fly (OTF), Baselines, Redundant baselines, Base Receiver, Rover GPS

More information

CHARACTERISTICS OF DEEP GPS SIGNAL FADING DUE TO IONOSPHERIC SCINTILLATION FOR AVIATION RECEIVER DESIGN

CHARACTERISTICS OF DEEP GPS SIGNAL FADING DUE TO IONOSPHERIC SCINTILLATION FOR AVIATION RECEIVER DESIGN CHARACTERISTICS OF DEEP GPS SIGNAL FADING DUE TO IONOSPHERIC SCINTILLATION FOR AVIATION RECEIVER DESIGN Jiwon Seo, Todd Walter, Tsung-Yu Chiou, and Per Enge Stanford University ABSTRACT Aircraft navigation

More information

[3] beautiful visualisation of the satellites positions by HSR / ICOM

[3] beautiful visualisation of the satellites positions by HSR / ICOM 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

GEOGRAPHIC INFORMATION SYSTEMS Lecture 21: The Global Positioning System

GEOGRAPHIC INFORMATION SYSTEMS Lecture 21: The Global Positioning System GEOGRAPHIC INFORMATION SYSTEMS Lecture 21: The Global Positioning System The Global Positioning System - recognize that GPS is only one of several Global Navigation Satellite Systems (GNSS) - the Russian

More information

Learning about GPS and GIS

Learning about GPS and GIS Learning about GPS and GIS Standards 4.4 Understand geographic information systems (G.I.S.). B12.1 Understand common surveying techniques used in agriculture (e.g., leveling, land measurement, building

More information

Global Positioning System (GPS) Time Dissemination for Real-Time Applications

Global Positioning System (GPS) Time Dissemination for Real-Time Applications Real-Time systems, 12, 9-40 (1997) 1997 Kluwer Academic Publishers, Boston. Manufactured in The Netherlands. Global Positioning System (GPS) Time Dissemination for Real-Time Applications PETER H. DANA

More information

INTEGRITY AND CONTINUITY ANALYSIS OCTOBER TO DECEMBER 2013 QUARTERLY REPORT FROM GPS. Integrity and Continuity Analysis 08/01/14 08/01/14 08/01/14

INTEGRITY AND CONTINUITY ANALYSIS OCTOBER TO DECEMBER 2013 QUARTERLY REPORT FROM GPS. Integrity and Continuity Analysis 08/01/14 08/01/14 08/01/14 INTEGRITY AND CONTINUITY ANALYSIS FROM GPS OCTOBER TO DECEMBER 2013 QUARTERLY REPORT Prepared by: M Pattinson (NSL) 08/01/14 Checked by: L Banfield (NSL) 08/01/14 Approved by: M Dumville (NSL) 08/01/14

More information

VEHICLE TRACKING USING ACOUSTIC AND VIDEO SENSORS

VEHICLE TRACKING USING ACOUSTIC AND VIDEO SENSORS VEHICLE TRACKING USING ACOUSTIC AND VIDEO SENSORS Aswin C Sankaranayanan, Qinfen Zheng, Rama Chellappa University of Maryland College Park, MD - 277 {aswch, qinfen, rama}@cfar.umd.edu Volkan Cevher, James

More information

Post Processing Service

Post Processing Service Post Processing Service The delay of propagation of the signal due to the ionosphere is the main source of generation of positioning errors. This problem can be bypassed using a dual-frequency receivers

More information

GPS Data Collection Guidelines

GPS Data Collection Guidelines GPS Data Collection Guidelines Prepared by the Standards & Data Coordination Work Group of the NYS GIS Coordination Program Last Updated: April 2007 1 Executive Summary Purpose The goal of this document

More information

The Evolution of the Global Navigation Satellite System (GNSS) Spectrum Use

The Evolution of the Global Navigation Satellite System (GNSS) Spectrum Use The Evolution of the Global Navigation Satellite System (GNSS) Spectrum Use Spectrum Management 2012 National Spectrum Management Association Scott Pace (with thanks to Chris Hegerty, MITRE) Space Policy

More information

GLOBAL POSITIONING SYSTEM IN TRANSPORTATION PLANNING

GLOBAL POSITIONING SYSTEM IN TRANSPORTATION PLANNING GLOBAL POSITIONING SYSTEM IN TRANSPORTATION PLANNING N.Thilagavathi and G.N.Mallikarjuna Rao Sona College of Technology Salem KEY WORDS:. 1. INTRODUCTION Global Positioning System, a worldwide satellite

More information

Lecture 5 Least-squares

Lecture 5 Least-squares EE263 Autumn 2007-08 Stephen Boyd Lecture 5 Least-squares least-squares (approximate) solution of overdetermined equations projection and orthogonality principle least-squares estimation BLUE property

More information

RF Coverage Validation and Prediction with GPS Technology

RF Coverage Validation and Prediction with GPS Technology RF Coverage Validation and Prediction with GPS Technology By: Jin Yu Berkeley Varitronics Systems, Inc. 255 Liberty Street Metuchen, NJ 08840 It has taken many years for wireless engineers to tame wireless

More information

A GPS Digital Phased Array Antenna and Receiver

A GPS Digital Phased Array Antenna and Receiver A GPS Digital Phased Array Antenna and Receiver Dr. Alison Brown, Randy Silva; NAVSYS Corporation ABSTRACT NAVSYS High Gain Advanced GPS Receiver (HAGR) uses a digital beam-steering antenna array to enable

More information

Leica GNSS Reference Antennas White Paper

Leica GNSS Reference Antennas White Paper Leica GNSS Reference Antennas White Paper State of The Art, Leading Edge Geodetic Antennas from Leica Geosystems Justin Walford, Leica Geosystems BIOGRAPHY Justin Walford holds an M.Sc.E in Survey Engineering

More information

Secure Location Verification

Secure Location Verification Secure Location Verification A Security Analysis of GPS Signal Authentication Georg T. Becker 12, Sherman C. Lo 3, David S. De Lorenzo 3, Per K. Enge 3, Christof Paar 1 1 Horst Görtz Institute for IT Security,

More information

The Chip Scale Atomic Clock and Satellite Navigation

The Chip Scale Atomic Clock and Satellite Navigation The Chip Scale Atomic Clock and Satellite Navigation Presented to the China Satellite Navigation Conference Steve Fossi, Director of Business Development, OEM Clocks May 17, 2013 Agenda What is the QUANTUM

More information

Cost and Accuracy Analysis of Detail Measurements by Real-Time Kinematic GPS (RTK-GPS)

Cost and Accuracy Analysis of Detail Measurements by Real-Time Kinematic GPS (RTK-GPS) Cost and Accuracy Analysis of Detail Measurements by Real-Time Kinematic GPS (RTK-GPS) Dr.Ayhan CEYLAN, Dr. Omer MUTLUOGLU and C. Ozer YIGIT, Turkey Key words: Detail measurement, RTK-GPS, Electronic Tacheometry.

More information

GIS EXAM #2 QUERIES. Attribute queries only looks at the records in the attribute tables to some kind of

GIS EXAM #2 QUERIES. Attribute queries only looks at the records in the attribute tables to some kind of GIS EXAM #2 QUERIES - Queries extracts particular records from a table or feature class for use; - Queries are an essential aspect of GIS analysis, and allows us to interrogate a dataset and look for patterns;

More information

PHASOR MEASUREMENT UNIT (PMU) AKANKSHA PACHPINDE

PHASOR MEASUREMENT UNIT (PMU) AKANKSHA PACHPINDE PHASOR MEASUREMENT UNIT (PMU) AKANKSHA PACHPINDE INTRODUCTION OUTLINE Conventional control centers Introduction to Synchrophasors A generic PMU Applications of PMU Role of GPS Cost profile of PMU with

More information

THE USE OF MEASUREMENTS & GPS FOR NOISE MAPPING. Douglas Manvell

THE USE OF MEASUREMENTS & GPS FOR NOISE MAPPING. Douglas Manvell THE USE OF MEASUREMENTS & GPS FOR NOISE MAPPING Douglas Manvell Brüel & Kjær Sound & Vibration Measurements A/S Skodsborgvej 307, 2850 Nærum dmanvell@bksv.com BNAM2004-1 1. INTRODUCTION The following gives

More information

ECON 142 SKETCH OF SOLUTIONS FOR APPLIED EXERCISE #2

ECON 142 SKETCH OF SOLUTIONS FOR APPLIED EXERCISE #2 University of California, Berkeley Prof. Ken Chay Department of Economics Fall Semester, 005 ECON 14 SKETCH OF SOLUTIONS FOR APPLIED EXERCISE # Question 1: a. Below are the scatter plots of hourly wages

More information

Coverage Characteristics of Earth Satellites

Coverage Characteristics of Earth Satellites Coverage Characteristics of Earth Satellites This document describes two MATLAB scripts that can be used to determine coverage characteristics of single satellites, and Walker and user-defined satellite

More information

Math 215 Project (25 pts) : Using Linear Algebra to solve GPS problem

Math 215 Project (25 pts) : Using Linear Algebra to solve GPS problem Due Thursday March 1, 2012 NAME(S): Math 215 Project (25 pts) : Using Linear Algebra to solve GPS problem 0.1 Introduction The age old question, Where in the world am I? can easily be solved nowadays by

More information

BASICS OF PRECISION AGRICULTURE (PA)

BASICS OF PRECISION AGRICULTURE (PA) BASICS OF PRECISION AGRICULTURE (PA) specific production on particular place specific production, from foot to foot... Same sense: data collection and decision making for small pieces of the field. Particular

More information

Real Time Tracking In Wireless Network Using Gps/Avl

Real Time Tracking In Wireless Network Using Gps/Avl Real Time Tracking In Wireless Network Using Gps/Avl M. Satheesh Kumar Saveetha University Abstract: The Paper entitled as Real Time Tracking in Wireless Network Using GPS/AVL. The main Objective of this

More information

Vector Math Computer Graphics Scott D. Anderson

Vector Math Computer Graphics Scott D. Anderson Vector Math Computer Graphics Scott D. Anderson 1 Dot Product The notation v w means the dot product or scalar product or inner product of two vectors, v and w. In abstract mathematics, we can talk about

More information

Real-Time Kinematic Surveying

Real-Time Kinematic Surveying Real-Time Kinematic Surveying Training Guide F Part Number 33142-40 Revision D September 2003 Corporate Office Trimble Navigation Limited 645 North Mary Avenue Post Office Box 3642 Sunnyvale, CA 94088-3642

More information

Satellite Posi+oning. Lecture 5: Satellite Orbits. Jan Johansson jan.johansson@chalmers.se Chalmers University of Technology, 2013

Satellite Posi+oning. Lecture 5: Satellite Orbits. Jan Johansson jan.johansson@chalmers.se Chalmers University of Technology, 2013 Lecture 5: Satellite Orbits Jan Johansson jan.johansson@chalmers.se Chalmers University of Technology, 2013 Geometry Satellite Plasma Posi+oning physics Antenna theory Geophysics Time and Frequency GNSS

More information

GPS Data Collection Procedures for Georeferencing Vegetation Resources Inventory and National Forest Inventory Field Sample Plots

GPS Data Collection Procedures for Georeferencing Vegetation Resources Inventory and National Forest Inventory Field Sample Plots Province of British Columbia GPS Data Collection Procedures for Georeferencing Vegetation Resources Inventory and National Forest Inventory Field Sample Plots Resources Information Branch Ministry of Sustainable

More information

CALCULATIONS FOR POSITIONING WITH THE GLOBAL NAVIGATION SATELLITE SYSTEM. The Faculty of the

CALCULATIONS FOR POSITIONING WITH THE GLOBAL NAVIGATION SATELLITE SYSTEM. The Faculty of the CALCULATIONS FOR POSITIONING WITH THE GLOBAL NAVIGATION SATELLITE SYSTEM A Thesis Presented to The Faculty of the Fritz J. and Dolores H. Russ College of Engineering and Technology Ohio University In Partial

More information

APPLICATION OF FREE TACHEOMETRIC STATIONS IN MONITORING OF MONUMENTAL OBJECTS

APPLICATION OF FREE TACHEOMETRIC STATIONS IN MONITORING OF MONUMENTAL OBJECTS APPLICATION OF FREE TACHEOMETRIC STATIONS IN MONITORING OF MONUMENTAL OBJECTS Ryszard Malarski, Kamil Nagórski Warsaw University of Technology, Faculty of Geodesy and Cartography Department of Engineering

More information

PROTECTION OF THE BROADCASTING SERVICE FROM BROADCASTING SATELLITE SERVICE TRANSMISSIONS IN THE BAND 620 790 MHz

PROTECTION OF THE BROADCASTING SERVICE FROM BROADCASTING SATELLITE SERVICE TRANSMISSIONS IN THE BAND 620 790 MHz Electronic Communications Committee (ECC) within the European Conference of Postal and Telecommunications Administrations (CEPT) PROTECTION OF THE BROADCASTING SERVICE FROM BROADCASTING SATELLITE SERVICE

More information

physics 1/12/2016 Chapter 20 Lecture Chapter 20 Traveling Waves

physics 1/12/2016 Chapter 20 Lecture Chapter 20 Traveling Waves Chapter 20 Lecture physics FOR SCIENTISTS AND ENGINEERS a strategic approach THIRD EDITION randall d. knight Chapter 20 Traveling Waves Chapter Goal: To learn the basic properties of traveling waves. Slide

More information

A REVIEW ON KALMAN FILTER FOR GPS TRACKING

A REVIEW ON KALMAN FILTER FOR GPS TRACKING A REVIEW ON KALMAN FILTER FOR GPS TRACKING Ms. SONAL(Student, M.Tech ), Dr. AJIT SINGH (Professor in CSE & IT) Computer Science & Engg. (Network Security) BPS Mahila Vishwavidyalaya Khanpur Kalan, Haryana

More information

Motion & The Global Positioning System (GPS)

Motion & The Global Positioning System (GPS) Grade Level: K - 8 Subject: Motion Prep Time: < 10 minutes Duration: 30 minutes Objective: To learn how to analyze GPS data in order to track an object and derive its velocity from positions and times.

More information

Datasheet of stand-alone GPS smart antenna module, LS20057

Datasheet of stand-alone GPS smart antenna module, LS20057 Product name Description Version LS20057 Stand-alone GPS smart antenna module/atheros,9600bps 0.9 (Preliminary) Datasheet of stand-alone GPS smart antenna module, LS20057 1 Introduction LS20057 is a complete

More information

HANDBOOK. Measuring System DESIGN EDITORS PETER H. SYDENHAM RICHARD THORN ARTICLE OFFPRINT

HANDBOOK. Measuring System DESIGN EDITORS PETER H. SYDENHAM RICHARD THORN ARTICLE OFFPRINT HANDBOOK OF Measuring System DESIGN EDITORS PETER H. SYDENHAM RICHARD THORN ARTICLE OFFPRINT 200: Calibrations and Standards in Time Measurement Michael A. Lombardi National Institute of Standards and

More information

SYSTEM GLOBAL NAVIGATION SATELLITE SYSTEM LANDING TECHNOLOGY/PRODUCT DEVELOPMENT

SYSTEM GLOBAL NAVIGATION SATELLITE SYSTEM LANDING TECHNOLOGY/PRODUCT DEVELOPMENT GLOBAL NAVIGATION SATELLITE SYSTEM LANDING SYSTEM The aviation industry is developing a new positioning and landing system based on the Global Navigation Satellite System (GNSS). The GNSS landing system

More information

Comprehensive GNSS Technology Training For Resource Mapping. Module 3 Quality Assurance and Quality Control Procedures

Comprehensive GNSS Technology Training For Resource Mapping. Module 3 Quality Assurance and Quality Control Procedures Comprehensive GNSS Technology Training For Resource Mapping Module 3 Quality Assurance and Quality Control Procedures Revised: 2011 Contents 1) Quality Assurance Procedures... 4 a) Pre-Survey... 4 b) Field

More information

Variables Control Charts

Variables Control Charts MINITAB ASSISTANT WHITE PAPER This paper explains the research conducted by Minitab statisticians to develop the methods and data checks used in the Assistant in Minitab 17 Statistical Software. Variables

More information

Bi-Directional DGPS for Range Safety Applications

Bi-Directional DGPS for Range Safety Applications Bi-Directional DGPS for Range Safety Applications Ranjeet Shetty 234-A, Avionics Engineering Center, Russ College of Engineering and Technology, Ohio University Advisor: Dr. Chris Bartone Outline Background

More information

Lecture L2 - Degrees of Freedom and Constraints, Rectilinear Motion

Lecture L2 - Degrees of Freedom and Constraints, Rectilinear Motion S. Widnall 6.07 Dynamics Fall 009 Version.0 Lecture L - Degrees of Freedom and Constraints, Rectilinear Motion Degrees of Freedom Degrees of freedom refers to the number of independent spatial coordinates

More information

Physics 41 HW Set 1 Chapter 15

Physics 41 HW Set 1 Chapter 15 Physics 4 HW Set Chapter 5 Serway 8 th OC:, 4, 7 CQ: 4, 8 P: 4, 5, 8, 8, 0, 9,, 4, 9, 4, 5, 5 Discussion Problems:, 57, 59, 67, 74 OC CQ P: 4, 5, 8, 8, 0, 9,, 4, 9, 4, 5, 5 Discussion Problems:, 57, 59,

More information

Truck Automation for the Ready Mixed Concrete Industry. Michael J. Hoagland (205) 879-3282 ext. 1164 mhoagland@commandalkon.com

Truck Automation for the Ready Mixed Concrete Industry. Michael J. Hoagland (205) 879-3282 ext. 1164 mhoagland@commandalkon.com Truck Automation for the Ready Mixed Concrete Industry Michael J. Hoagland (205) 879-3282 ext. 1164 mhoagland@commandalkon.com Session Agenda What is GPS and How does it work? Auto Signaling Explained

More information

1. a. (iv) b. (ii) [6.75/(1.34) = 10.2] c. (i) Writing a call entails unlimited potential losses as the stock price rises.

1. a. (iv) b. (ii) [6.75/(1.34) = 10.2] c. (i) Writing a call entails unlimited potential losses as the stock price rises. 1. Solutions to PS 1: 1. a. (iv) b. (ii) [6.75/(1.34) = 10.2] c. (i) Writing a call entails unlimited potential losses as the stock price rises. 7. The bill has a maturity of one-half year, and an annualized

More information

Section 1.1. Introduction to R n

Section 1.1. Introduction to R n The Calculus of Functions of Several Variables Section. Introduction to R n Calculus is the study of functional relationships and how related quantities change with each other. In your first exposure to

More information

The European Satellite Navigation Programmes EGNOS and Galileo

The European Satellite Navigation Programmes EGNOS and Galileo The European Satellite Navigation Programmes EGNOS and Galileo Olivier Crop European GNSS Agency (GSA) Paris, 17 March 2014 20 March, 2014 The European GNSS Programmes 2 Basics of Satellite Navigation

More information

EDMONDS COMMUNITY COLLEGE ASTRONOMY 100 Winter Quarter 2007 Sample Test # 1

EDMONDS COMMUNITY COLLEGE ASTRONOMY 100 Winter Quarter 2007 Sample Test # 1 Instructor: L. M. Khandro EDMONDS COMMUNITY COLLEGE ASTRONOMY 100 Winter Quarter 2007 Sample Test # 1 1. An arc second is a measure of a. time interval between oscillations of a standard clock b. time

More information

PERFORMANCE EVALUATION OF THE GPS BLOCK IIR TIME KEEPING SYSTEM

PERFORMANCE EVALUATION OF THE GPS BLOCK IIR TIME KEEPING SYSTEM PERFORMANCE EVALUATION OF THE GPS BLOCK IIR TIME KEEPING SYSTEM Andy Wu The Aerospace Corporation 4452 Canoga Drive, Woodland Hills, California 91364, USA (310) 336-0437 (telephone), (310) 336-5076 (fax)

More information

EXPERIMENT 2 Measurement of g: Use of a simple pendulum

EXPERIMENT 2 Measurement of g: Use of a simple pendulum EXPERIMENT 2 Measurement of g: Use of a simple pendulum OBJECTIVE: To measure the acceleration due to gravity using a simple pendulum. Textbook reference: pp10-15 INTRODUCTION: Many things in nature wiggle

More information

Understanding Poles and Zeros

Understanding Poles and Zeros MASSACHUSETTS INSTITUTE OF TECHNOLOGY DEPARTMENT OF MECHANICAL ENGINEERING 2.14 Analysis and Design of Feedback Control Systems Understanding Poles and Zeros 1 System Poles and Zeros The transfer function

More information

a Brief Background DEFINITION

a Brief Background DEFINITION GNSS FOR AVIATION a Brief Background ANC informal briefing DEFINITION GNSS: A worldwide position and time determination ti system that t includes one or more satellite constellations, aircraft receivers

More information

Dimensional Analysis

Dimensional Analysis Dimensional Analysis Mathematical Modelling Week 2 Kurt Bryan How does the escape velocity from a planet s surface depend on the planet s mass and radius? This sounds like a physics problem, but you can

More information

Overview of Violations of the Basic Assumptions in the Classical Normal Linear Regression Model

Overview of Violations of the Basic Assumptions in the Classical Normal Linear Regression Model Overview of Violations of the Basic Assumptions in the Classical Normal Linear Regression Model 1 September 004 A. Introduction and assumptions The classical normal linear regression model can be written

More information

11.1. Objectives. Component Form of a Vector. Component Form of a Vector. Component Form of a Vector. Vectors and the Geometry of Space

11.1. Objectives. Component Form of a Vector. Component Form of a Vector. Component Form of a Vector. Vectors and the Geometry of Space 11 Vectors and the Geometry of Space 11.1 Vectors in the Plane Copyright Cengage Learning. All rights reserved. Copyright Cengage Learning. All rights reserved. 2 Objectives! Write the component form of

More information

REPORT ITU-R BO.2029. Broadcasting-satellite service earth station antenna pattern measurements and related analyses

REPORT ITU-R BO.2029. Broadcasting-satellite service earth station antenna pattern measurements and related analyses Rep. ITU-R BO.229 1 REPORT ITU-R BO.229 Broadcasting-satellite service earth station antenna pattern measurements and related analyses (Question ITU-R 93/11) (22) 1 Introduction Recommendation ITU-R BO.1443

More information

MSAS current status. Japan Civil Aviation Bureau S TSAT A ATELLITE-BASED S UGMENTATION. MTSAT Satellite-based Augmentation System

MSAS current status. Japan Civil Aviation Bureau S TSAT A ATELLITE-BASED S UGMENTATION. MTSAT Satellite-based Augmentation System MSAS current status Japan Civil Aviation Bureau Civil Aviation Bureau Ministry of Land, Infrastructure and Transport 1 Contents Overview of MSAS MSAS Status Process for MSAS Commissioning Results of OT&E

More information

LED Anti-Collision Lighting System for Airbus A320 Family

LED Anti-Collision Lighting System for Airbus A320 Family LED Anti-Collision Lighting System for Airbus A320 Family LEDs established in anti-collision lighting For the first time, UTC Aerospace Systems has implemented state-ofthe-art LED technology into an anti-collision

More information

Lecture 2. Marginal Functions, Average Functions, Elasticity, the Marginal Principle, and Constrained Optimization

Lecture 2. Marginal Functions, Average Functions, Elasticity, the Marginal Principle, and Constrained Optimization Lecture 2. Marginal Functions, Average Functions, Elasticity, the Marginal Principle, and Constrained Optimization 2.1. Introduction Suppose that an economic relationship can be described by a real-valued

More information

THE GLOBAL NAVIGATION SATELLITE SYSTEM GLONASS: DEVELOPMENT AND USAGE IN THE 21ST CENTURY

THE GLOBAL NAVIGATION SATELLITE SYSTEM GLONASS: DEVELOPMENT AND USAGE IN THE 21ST CENTURY THE GLOBAL NAVIGATION SATELLITE SYSTEM GLONASS: DEVELOPMENT AND USAGE IN THE 21ST CENTURY Mr. G. M. Polischuk, Mr. V. I. Kozlov Russian Aerospace Agency Schepkina 42, Moscow 129090, Russia Tel: (+7-095)

More information

Copyright 2008 Pearson Education, Inc., publishing as Pearson Addison-Wesley.

Copyright 2008 Pearson Education, Inc., publishing as Pearson Addison-Wesley. Chapter 20. Traveling Waves You may not realize it, but you are surrounded by waves. The waviness of a water wave is readily apparent, from the ripples on a pond to ocean waves large enough to surf. It

More information

Satellite Navigation. P. F. Lammertsma Institute of Information and Computing Sciences Utrecht University

Satellite Navigation. P. F. Lammertsma Institute of Information and Computing Sciences Utrecht University Satellite Navigation P. F. Lammertsma Institute of Information and Computing Sciences Utrecht University February 2, 2005 Abstract Satellites already play a significant role in our daily lives, aiding

More information

MODULATION TRANSFER FUNCTION MEASUREMENT METHOD AND RESULTS FOR THE ORBVIEW-3 HIGH RESOLUTION IMAGING SATELLITE

MODULATION TRANSFER FUNCTION MEASUREMENT METHOD AND RESULTS FOR THE ORBVIEW-3 HIGH RESOLUTION IMAGING SATELLITE MODULATION TRANSFER FUNCTION MEASUREMENT METHOD AND RESULTS FOR THE ORBVIEW-3 HIGH RESOLUTION IMAGING SATELLITE K. Kohm ORBIMAGE, 1835 Lackland Hill Parkway, St. Louis, MO 63146, USA kohm.kevin@orbimage.com

More information

GPS Positioning Modes

GPS Positioning Modes 5 GPS Positioning Modes Positioning with GPS can be performed in either of two ways: point (absolute) positioning or relative positioning. Classical GPS point positioning employs one GPS receiver that

More information

SINEAX U553 Transducer for AC Voltage

SINEAX U553 Transducer for AC Voltage With power supply RMS value measurement Carrying rail housing P/0 Application he transducer SINEAX U55 (Fig. ) converts a sinusoidal or a distorted AC voltage into a load independent DC current or a load

More information

Grade level: secondary Subject: mathematics Time required: 45 to 90 minutes

Grade level: secondary Subject: mathematics Time required: 45 to 90 minutes TI-Nspire Activity: Paint Can Dimensions By: Patsy Fagan and Angela Halsted Activity Overview Problem 1 explores the relationship between height and volume of a right cylinder, the height and surface area,

More information

Lecture L14 - Variable Mass Systems: The Rocket Equation

Lecture L14 - Variable Mass Systems: The Rocket Equation J. Peraire, S. Widnall 16.07 Dynamics Fall 2008 Version 2.0 Lecture L14 - Variable Mass Systems: The Rocket Equation In this lecture, we consider the problem in which the mass of the body changes during

More information

PLM PRODUCT INFORMATION

PLM PRODUCT INFORMATION PLM PRODUCT INFORMATION Agricultural Equipment UK & ROI Precision Farming Reference UK- PLM_03_13 Date: 1st May 2013 Announcing the new RangePoint RTX Correction Service RangePoint RTX is a GPS and GLONASS

More information

Selecting and Sizing Ball Screw Drives

Selecting and Sizing Ball Screw Drives Selecting and Sizing Ball Screw Drives Jeff G. Johnson, Product Engineer Thomson Industries, Inc. Wood Dale, IL 540-633-3549 www.thomsonlinear.com Thomson@thomsonlinear.com Fig 1: Ball screw drive is a

More information

Modelling, Extraction and Description of Intrinsic Cues of High Resolution Satellite Images: Independent Component Analysis based approaches

Modelling, Extraction and Description of Intrinsic Cues of High Resolution Satellite Images: Independent Component Analysis based approaches Modelling, Extraction and Description of Intrinsic Cues of High Resolution Satellite Images: Independent Component Analysis based approaches PhD Thesis by Payam Birjandi Director: Prof. Mihai Datcu Problematic

More information

Newton s Laws. Physics 1425 lecture 6. Michael Fowler, UVa.

Newton s Laws. Physics 1425 lecture 6. Michael Fowler, UVa. Newton s Laws Physics 1425 lecture 6 Michael Fowler, UVa. Newton Extended Galileo s Picture of Galileo said: Motion to Include Forces Natural horizontal motion is at constant velocity unless a force acts:

More information

Information regarding the Lockheed F-104 Starfighter F-104 LN-3. An article published in the Zipper Magazine #48. December-2001. Theo N.M.M.

Information regarding the Lockheed F-104 Starfighter F-104 LN-3. An article published in the Zipper Magazine #48. December-2001. Theo N.M.M. Information regarding the Lockheed F-104 Starfighter F-104 LN-3 An article published in the Zipper Magazine #48 December-2001 Author: Country: Website: Email: Theo N.M.M. Stoelinga The Netherlands http://www.xs4all.nl/~chair

More information

An introduction to Value-at-Risk Learning Curve September 2003

An introduction to Value-at-Risk Learning Curve September 2003 An introduction to Value-at-Risk Learning Curve September 2003 Value-at-Risk The introduction of Value-at-Risk (VaR) as an accepted methodology for quantifying market risk is part of the evolution of risk

More information

Development of GBAS Ionosphere Anomaly Monitor Standards to Support Category III Operations

Development of GBAS Ionosphere Anomaly Monitor Standards to Support Category III Operations Development of GBAS Ionosphere Anomaly Monitor Standards to Support Category III Operations Matt Harris, Tim Murphy, Susumu Saito Presentation for ENRI International Workshop on ATM / CNS Tokyo, Japan

More information

EUROPEAN ORGANISATION FOR THE SAFETY OF AIR NAVIGATION EUROCONTROL EUROCONTROL EXPERIMENTAL CENTRE SAPPHIRE - FIRST RESULTS - EEC Report No.

EUROPEAN ORGANISATION FOR THE SAFETY OF AIR NAVIGATION EUROCONTROL EUROCONTROL EXPERIMENTAL CENTRE SAPPHIRE - FIRST RESULTS - EEC Report No. EUROPEAN ORGANISATION FOR THE SAFETY OF AIR NAVIGATION EXPERIMENTAL CENTRE SAPPHIRE - FIRST RESULTS - EEC Report No. 330 EEC Task C04 EATCHIP Task NAV-4-E1 Issued: June 1998 The information contained in

More information

CHAPTER FIVE. Solutions for Section 5.1. Skill Refresher. Exercises

CHAPTER FIVE. Solutions for Section 5.1. Skill Refresher. Exercises CHAPTER FIVE 5.1 SOLUTIONS 265 Solutions for Section 5.1 Skill Refresher S1. Since 1,000,000 = 10 6, we have x = 6. S2. Since 0.01 = 10 2, we have t = 2. S3. Since e 3 = ( e 3) 1/2 = e 3/2, we have z =

More information

3.2 Sources, Sinks, Saddles, and Spirals

3.2 Sources, Sinks, Saddles, and Spirals 3.2. Sources, Sinks, Saddles, and Spirals 6 3.2 Sources, Sinks, Saddles, and Spirals The pictures in this section show solutions to Ay 00 C By 0 C Cy D 0. These are linear equations with constant coefficients

More information

LINEAR EQUATIONS IN TWO VARIABLES

LINEAR EQUATIONS IN TWO VARIABLES 66 MATHEMATICS CHAPTER 4 LINEAR EQUATIONS IN TWO VARIABLES The principal use of the Analytic Art is to bring Mathematical Problems to Equations and to exhibit those Equations in the most simple terms that

More information

The accelerometer designed and realized so far is intended for an. aerospace application. Detailed testing and analysis needs to be

The accelerometer designed and realized so far is intended for an. aerospace application. Detailed testing and analysis needs to be 86 Chapter 4 Accelerometer Testing 4.1 Introduction The accelerometer designed and realized so far is intended for an aerospace application. Detailed testing and analysis needs to be conducted to qualify

More information

Chapter 2. Mission Analysis. 2.1 Mission Geometry

Chapter 2. Mission Analysis. 2.1 Mission Geometry Chapter 2 Mission Analysis As noted in Chapter 1, orbital and attitude dynamics must be considered as coupled. That is to say, the orbital motion of a spacecraft affects the attitude motion, and the attitude

More information

Understanding and Applying Kalman Filtering

Understanding and Applying Kalman Filtering Understanding and Applying Kalman Filtering Lindsay Kleeman Department of Electrical and Computer Systems Engineering Monash University, Clayton 1 Introduction Objectives: 1. Provide a basic understanding

More information

CHAPTER 6 Frequency Response, Bode Plots, and Resonance

CHAPTER 6 Frequency Response, Bode Plots, and Resonance ELECTRICAL CHAPTER 6 Frequency Response, Bode Plots, and Resonance 1. State the fundamental concepts of Fourier analysis. 2. Determine the output of a filter for a given input consisting of sinusoidal

More information

NUCLEAR MAGNETIC RESONANCE. Advanced Laboratory, Physics 407, University of Wisconsin Madison, Wisconsin 53706

NUCLEAR MAGNETIC RESONANCE. Advanced Laboratory, Physics 407, University of Wisconsin Madison, Wisconsin 53706 (revised 4/21/03) NUCLEAR MAGNETIC RESONANCE Advanced Laboratory, Physics 407, University of Wisconsin Madison, Wisconsin 53706 Abstract This experiment studies the Nuclear Magnetic Resonance of protons

More information

AP1 Waves. (A) frequency (B) wavelength (C) speed (D) intensity. Answer: (A) and (D) frequency and intensity.

AP1 Waves. (A) frequency (B) wavelength (C) speed (D) intensity. Answer: (A) and (D) frequency and intensity. 1. A fire truck is moving at a fairly high speed, with its siren emitting sound at a specific pitch. As the fire truck recedes from you which of the following characteristics of the sound wave from the

More information

Rotation: Moment of Inertia and Torque

Rotation: Moment of Inertia and Torque Rotation: Moment of Inertia and Torque Every time we push a door open or tighten a bolt using a wrench, we apply a force that results in a rotational motion about a fixed axis. Through experience we learn

More information

MT3339 PC Tool Operation Manual

MT3339 PC Tool Operation Manual GlobalTop Technology Inc. MT3339 PC Tool Operation Manual Technial Document Revision: 0.1.0 MT3339 PC Tool for MT3339 Based GPS Modules prior permission of GlobalTop Tech Inc. Specifications subject to

More information