1. Field of the Invention
The present invention relates generally to automated equipment control using a raster-based database, including vehicle navigation and guidance using global navigation satellite system (GNSS), inertial navigation system (INS) and other positioning inputs, and machine control functions such as variable-rate chemical applications in agricultural spraying.
2. Description of the Related Art
GNSS technology advanced vehicle and machine guidance and control in various technical fields, including the field of agricultural guidance by enabling reliable, accurate systems, which are relatively easy to use. GNSS guidance systems are adapted for displaying directional guidance information to assist operators with manually steering the vehicles. For example, the OUTBACK® steering guidance system, which is available from Hemisphere GPS LLC of Calgary, Alberta, Canada and is covered by U.S. Pat. No. 6,539,303 and No. 6,711,501 (incorporated herein by reference), includes an on-board computer capable of storing various straight-line and curved (“contour”) patterns. An advantage of this system is its ability to retain field-specific cultivating, planting, spraying, fertilizing, harvesting and other patterns in memory. This feature enables operators to accurately retrace such patterns. Another advantage relates to the ability to interrupt operations for subsequent resumption by referring to system-generated logs of previously treated areas. The OUTBACK S steering guidance system, and related product offerings from Hemisphere GPS LLC, utilize “near point search method” technology, which logs GPS-defined positions along swath edges, the nearest of which are located for placing the edge of the next swath against the last.
Another type of GPS guidance utilizes “form line following,” wherein vectors, which can be straight-line (A-B) or curved (contour), are computed based on equipment widths offset from the previously-driven form lines. A disadvantage with this type of system is that initial form lines must be driven and delineated based upon which subsequent form lines must be computed and followed. Significant computer overhead can be occupied with such tasks, whereby trade-offs are required between component costs and system responsiveness.
GNSS vehicle guidance equipment using the above techniques is available as a steering guide with a graphical user interface (GUI) for manually-steered vehicles, and also with an autosteer function for automatically steering the vehicle along all or part of its travel path. Automated systems can also control an agricultural procedure or operation, such as spraying, planting, tilling, harvesting, etc. Examples of such equipment are shown in U.S. Pat. No. 7,142,956, which is incorporated herein by reference. U.S. Patent Application Publication No. 2004/0186644 shows satellite-based vehicle guidance control in straight and contour modes, and is also incorporated herein by reference. U.S. Pat. No. 7,162,348 is incorporated herein by reference and discloses an articulated equipment position control system and method whereby a working component, such as an implement, can be guided independently of a motive component, such as a tractor. The implement can optionally be equipped with its own GNSS antenna and/or receiver for interacting with a tractor-mounted GNSS system.
Ideally crops would be planted in perfectly straight, evenly-spaced rows. Guidance through such fields would consist of following relatively simple straight-line patterns. Such guidance modes are commonly referred to as straight line or “A-B” in reference to the equipment traveling in a straight line from point A to point B in a repeating pattern in order to cover an entire field, which is typically flat and rectangular and therefore efficiently divided into multiple, parallel swaths. However, field conditions in many areas are not suitable for A-B guidance. For example, hilly terrain sometimes requires the formation of constant-elevation terraces.
Guidance systems accommodate such irregular conditions by operating in “contour following” modes consisting of curvilinear tracks defined by multiple GNSS points along which the equipment is guided. Initial planting passes made with manual and visually-guided navigation, which may or may not be supplemented with GNSS navigational aids, can cause crop rows to deviate from straight lines. Accommodating such irregular crop rows in subsequent operations (e.g., spraying and harvesting) may require the equipment to deviate from straight-line passes.
“Tramline” (sometimes referred to as “match tracks”) is another operating mode available with some modern GNSS guidance systems. In tramline operating mode the existing crop rows are relatively well protected because the equipment follows or “matches” the previously-driven passes. The equipment wheels or tracks are thus confined between the crop rows. Machine damage from running over crops is thus avoided, or at least minimized.
Preferably a system embodying an aspect of the present invention would avoid the drawbacks inherent in the previous systems described above and be adaptable to various machine control applications, including variably controlling the output of individual nozzles in agricultural sprayers. In particular, raster (e.g., bitmap) data bases can be used with previously-defined world geodetic systems, such as WGS 84, thereby eliminating overhead-intensive tasks such as continuously running extensive searches for points along the edges of previously-driven swaths or computing form lines.
Heretofore there has not been available a raster-based contour swathing system and method with the advantages and features of the present invention.
In the practice of the present invention, a system and method are provided for automatically guiding and controlling vehicles and equipment using GNSS for defining a raster-based database of pixels defining either an entire area to be treated, or a subset through which a vehicle travels. For example, agricultural equipment comprising a tractor and an implement can be equipped with a vector position and heading sensor subsystem including a GNSS receiver and antennas and an optional inertial navigational system (INS) with X, Y and Z axis sensors for sensing equipment attitude changes through six degrees of freedom. Such sensors typically comprise gyroscopes and/or accelerometers. A 2D map array comprises an XY grid of pixels, which is scalable according to the requirements of a particular operation. Guidance operations are accomplished by marking pixels as “applied” when treated on an equipment pass. Subsequent passes can guide off of the applied pixel areas, using “target” aim point pixels and/or swath-width spacing to one side or the other of the applied areas. Moreover, machine control functions can actuate certain operations based on equipment position. For example, spray nozzles on a sprayer implement can be selectively and individually actuated over areas to be sprayed.
a and 3b show a flowchart of a raster-based guidance method.
a is a diagram of material application parameters on exiting a treated area.
b is another diagram of material application parameters on entering an area to be treated.
I. Introduction and Environment
As required, detailed embodiments of the present invention are disclosed herein; however, it is to be understood that the disclosed embodiments are merely exemplary of the invention, which may be embodied in various forms. Therefore, specific structural and functional details disclosed herein are not to be interpreted as limiting, but merely as a basis for the claims and as a representative basis for teaching one skilled in the art to variously employ the present invention in virtually any appropriately detailed structure.
Certain terminology will be used in the following description for convenience in reference only and will not be limiting. For example, up, down, front, back, right and left refer to the invention as oriented in the view being referred to. The words “inwardly” and “outwardly” refer to directions toward and away from, respectively, the geometric center of the embodiment being described and designated parts thereof Global navigation satellite systems (GNSS) are broadly defined to include GPS (U.S.), Galileo (proposed), GLONASS (Russia), Beidou (China), Compass (proposed), IRNSS (India, proposed), QZSS (Japan, proposed) and other current and future positioning technology using signals from satellites, using single or multiple antennae, with or without augmentation from terrestrial sources. Inertial navigation systems (INS) include gyroscopic (gyro) sensors, accelerometers and similar technologies for providing output corresponding to the inertia of moving components in all axes, i.e. through six degrees of freedom (positive and negative directions along transverse X, longitudinal Y and vertical Z axes). Yaw, pitch and roll refer to moving component rotation about the Z, X and Y axes respectively. Said terminology will include the words specifically mentioned, derivatives thereof and words of similar meaning.
II. Guidance and Control System 4.
Referring to the drawings in more detail, the reference numeral 2 generally designates a piece of agricultural equipment, which is equipped with a raster-based guidance and control system 4 embodying an aspect of the present invention. Without limitation on the generality of equipment 2, a motive component 6 is connected to a working component 7 through an optional articulated connection or hitch 34 (collectively comprising the equipment or vehicle 2). Also by way of example, the motive component 6 can comprise a tractor or other vehicle and the working component 7 can comprise a ground-working implement. However, the system 4 can be applied to other equipment configurations for a wide range of other applications. Such applications include equipment and components used in road construction, road maintenance, earthworking, mining, transportation, industry, manufacturing, logistics, etc.
An implement steering subsystem 36 receives steering commands from the guidance processor CPU 23 via a CAN bus 32 or some other suitable connection, which can be wireless. The implement 7 is mechanically connected to the vehicle 6 by a hitch 34, which can be power-driven for active implement positioning in response to implement steering commands, or a conventional mechanical linkage. The hitch 34 can be provided with sensors for determining relative attitudes and orientations between the vehicle 6 and the implement 7. Examples of such an articulated connection and an implement steering system are described in U.S. Pat. No. 6,865,465, No. 7,162,348 and No. 7,460,942, which are incorporated herein by reference. The implement 8 can comprise any of a wide range of suitable implements, such as planting, cultivating, harvesting and spraying equipment. For example, spraying applications are commonly performed with a boom 5, which can be equipped for automatic, selective control of multiple nozzles 8 and other boom operating characteristics, such as height, material dispensed, etc. By way of example and without limitation, the implement 7 can comprise an agricultural sprayer with a spray nozzle control 38 connected to the guidance processor CPU 23 by the CAN bus 32 for individually controlling the spray nozzles 8.
The GNSS/INS guidance and control system 4 can be configured in various combinations of components and thereby accommodate a wide range of guidance and control operations. For example, RTK guidance can be accommodated with a base 44 including an RTK receiver 46 and an RTK transmitter 48, which can be mounted at a fixed-position reference point in the general vicinity of fields being worked by the equipment 2. Moreover, various combinations of receivers and antennas can be used on the vehicle 6 and/or the implement 7, including single frequency (L1 only) and dual frequency (L1 and L2). Various forms of signal correction can also be utilized, including Satellite Based Augmentation System (SBAS), Wide Area Augmentation System (WAAS) and private subscription services.
The GNSS receiver 12 disclosed herein can be adapted for various satellite navigational systems, and can utilize a variety of SBAS technologies. Technology is also available for continuing operation through satellite signal interruptions, and can be utilized with the system 4. The antennas 21, 22 can be horizontally aligned transversely with respect to a direction of travel of the tractor 6, i.e. parallel to its transverse X axis. The relative positions of the antennas 21, 22 with respect to each other can thus be processed for determining yaw, i.e. rotation with respect to the vertical Z axis. The INS 31 can include inertial sensors (e.g., gyroscopes and accelerometers) for detecting and measuring inertial movement with respect to the X, Y and Z axes corresponding to yaw, roll and pitch movements in six degrees of freedom. Signals from the receiver 12 and the INS sensors are received and processed by the microprocessor 26 based on how the system 4 is configured and programmed.
III. Raster-based Guidance and Control Method
a and 3b show a method of raster-based guidance and control according to an aspect of the present invention. From a start 40 the system 4 is initialized at 42, including setting a pixel grid resolution at 44. Without limitation, pixel grid resolution in the approximate range of 0.05 meters to 5 meters can be useful for various operations, depending on the desired accuracy.
Setup of a raster-based database (DB) of XY pixel grid pages 48 occurs at 46. An example of a pixel grid page 48 is shown in
In an exemplary field spraying operation using the sprayer 7, the equipment 2 is driven in an initial pass at 66 in a “swath” mode with its swath width comprising one of the operating parameters whereby all pixels covered by the spray boom 5 are marked as “applied” (50a in
As shown in
As shown in
In conjunction with the methods described above, variable rate control can be accomplished using multiple channels for individual nozzle control of chemical applications. For example, the CAN bus 32 communicates individual nozzle control commands from the processor 23 to the spray nozzles 8, which can be monitored and boom pressure controlled thereby for correct calibration. Individual nozzle flow rate control across the entire spray boom accommodates swath overlaps whereby spray nozzle output would be reduced or shut off. Nozzles 8 can also be shut off upon entry into previously-applied areas and no-spray areas, such as outside the field boundaries.
The pixel status in the method of the present invention includes information on the chemical(s) application rates(s). As the spray boom 5 crosses the treatment area the database is read for each nozzle 8 location and the desired rates per area, e.g. gallons per acre. The nozzle flow rate is then adjusted to the required output, e.g., in gallons per minute (GPM) based on the current nozzle speed. The amount of coverage during turning of the vehicle can also vary according to the nozzle locations in the turn, with the outermost nozzle 8 traveling fastest (requiring the greatest flow rate) and the innermost nozzle traveling slowest (requiring the least flow rate). Such speeds can vary considerably in turns and are accommodated by the system 4.
Alternative algorithms can be utilized for managing chemical application. For example, in a “rate reduction to zero” algorithm the application rates can be progressively reduced on one or more passes as required to “zero out” the applied material quantities across the boom widths whereby on subsequent passes the applied rate will be zero gallons per acre. Alternatively, in an “as applied map” algorithm the application rates can be read back in real time from the processor 23 and subtracted from the desired target rate per pixel and written back as the remaining desired rates with a flag indicating partial application marking the partially-treated (under-applied) pixels 50f The real time database display reflects the remaining rates required for each pixel, the remaining chemical required for the completion of the field area and the remaining quantities available.
Various output information can be provided to an operator, e.g., indicating pixel status originally and currently, “as applied” mapping and remaining chemical application rates by pixel for job completion. By individually controlling the flow rates at the nozzles 8, the desired prescription map area rate can be achieved, thereby optimizing variable rate coverage for increased crop production. Less-experienced operators can be accommodated because the system 4 reduces the likelihood of over-application or application outside the field perimeter.
a and 8b show conditions encountered at field perimeters (i.e. area boundaries).
It is to be understood that the invention can be embodied in various forms, and is not to be limited to the examples discussed above.
This application claims priority in U.S. Provisional Patent Application No. 61/145,542, filed Jan. 17, 2009, which is incorporated herein by reference.
Number | Name | Date | Kind |
---|---|---|---|
3586537 | Rennick at al. | Jun 1971 | A |
3596228 | Reed, Jr. et al. | Jul 1971 | A |
3727710 | Sanders et al. | Apr 1973 | A |
3815272 | Marleau | Jun 1974 | A |
3899028 | Morris et al. | Aug 1975 | A |
3987456 | Gelin | Oct 1976 | A |
4132272 | Holloway et al. | Jan 1979 | A |
4170776 | MacDoran | Oct 1979 | A |
4180133 | Collogan et al. | Dec 1979 | A |
4398162 | Nagai | Aug 1983 | A |
4453614 | Allen et al. | Jun 1984 | A |
4529990 | Brunner | Jul 1985 | A |
4637474 | Leonard | Jan 1987 | A |
4667203 | Counselman, III | May 1987 | A |
4689556 | Cedrone | Aug 1987 | A |
4694264 | Owens et al. | Sep 1987 | A |
4710775 | Coe | Dec 1987 | A |
4714435 | Stipanuk et al. | Dec 1987 | A |
4739448 | Rowe et al. | Apr 1988 | A |
4751512 | Longaker | Jun 1988 | A |
4769700 | Pryor | Sep 1988 | A |
4785463 | Janc et al. | Nov 1988 | A |
4802545 | Nystuen et al. | Feb 1989 | A |
4812991 | Hatch | Mar 1989 | A |
4813991 | Hale | Mar 1989 | A |
4858132 | Holmquist | Aug 1989 | A |
4864320 | Munson et al. | Sep 1989 | A |
4894662 | Counselman | Jan 1990 | A |
4916577 | Dawkins | Apr 1990 | A |
4918607 | Wible | Apr 1990 | A |
4963889 | Hatch | Oct 1990 | A |
5031704 | Fleischer et al. | Jul 1991 | A |
5100229 | Lundberg et al. | Mar 1992 | A |
5134407 | Lorenz et al. | Jul 1992 | A |
5148179 | Allison | Sep 1992 | A |
5152347 | Miller | Oct 1992 | A |
5155490 | Spradley et al. | Oct 1992 | A |
5155493 | Thursby et al. | Oct 1992 | A |
5156219 | Schmidt et al. | Oct 1992 | A |
5165109 | Han et al. | Nov 1992 | A |
5173715 | Rodal et al. | Dec 1992 | A |
5177489 | Hatch | Jan 1993 | A |
5185610 | Ward et al. | Feb 1993 | A |
5191351 | Hofer et al. | Mar 1993 | A |
5202829 | Geier | Apr 1993 | A |
5207239 | Schwitalia | May 1993 | A |
5239669 | Mason et al. | Aug 1993 | A |
5255756 | Follmer et al. | Oct 1993 | A |
5268695 | Dentinger et al. | Dec 1993 | A |
5293170 | Lorenz et al. | Mar 1994 | A |
5294970 | Dornbusch et al. | Mar 1994 | A |
5296861 | Knight | Mar 1994 | A |
5311149 | Wagner et al. | May 1994 | A |
5323322 | Mueller et al. | Jun 1994 | A |
5334987 | Teach | Aug 1994 | A |
5343209 | Sennott et al. | Aug 1994 | A |
5345245 | Ishikawa et al. | Sep 1994 | A |
5359332 | Allison et al. | Oct 1994 | A |
5361212 | Class et al. | Nov 1994 | A |
5365447 | Dennis | Nov 1994 | A |
5369589 | Steiner | Nov 1994 | A |
5375059 | Kyrtsos et al. | Dec 1994 | A |
5390124 | Kyrtsos | Feb 1995 | A |
5390125 | Sennott et al. | Feb 1995 | A |
5390207 | Fenton et al. | Feb 1995 | A |
5416712 | Geier et al. | May 1995 | A |
5442363 | Remondi | Aug 1995 | A |
5444453 | Lalezari | Aug 1995 | A |
5451964 | Babu | Sep 1995 | A |
5467282 | Dennis | Nov 1995 | A |
5471217 | Hatch et al. | Nov 1995 | A |
5476147 | Fixemer | Dec 1995 | A |
5477228 | Tiwari et al. | Dec 1995 | A |
5477458 | Loomis | Dec 1995 | A |
5490073 | Kyrtsos | Feb 1996 | A |
5491636 | Robertson | Feb 1996 | A |
5495257 | Loomis | Feb 1996 | A |
5504482 | Schreder | Apr 1996 | A |
5511623 | Frasier | Apr 1996 | A |
5519620 | Talbot et al. | May 1996 | A |
5521610 | Rodal | May 1996 | A |
5523761 | Gildea | Jun 1996 | A |
5534875 | Diefes et al. | Jul 1996 | A |
5543804 | Buchler et al. | Aug 1996 | A |
5546093 | Gudat et al. | Aug 1996 | A |
5548293 | Cohen et al. | Aug 1996 | A |
5561432 | Knight | Oct 1996 | A |
5563786 | Torii | Oct 1996 | A |
5568152 | Janky et al. | Oct 1996 | A |
5568162 | Samsel et al. | Oct 1996 | A |
5583513 | Cohen | Dec 1996 | A |
5589835 | Gildea et al. | Dec 1996 | A |
5592382 | Colley | Jan 1997 | A |
5596328 | Stangeland et al. | Jan 1997 | A |
5600670 | Turney | Feb 1997 | A |
5604506 | Rodal | Feb 1997 | A |
5608393 | Hartman | Mar 1997 | A |
5610522 | Locatelli et al. | Mar 1997 | A |
5610616 | Vallot et al. | Mar 1997 | A |
5610845 | Slabinski | Mar 1997 | A |
5612883 | Shaffer et al. | Mar 1997 | A |
5615116 | Gudat et al. | Mar 1997 | A |
5617100 | Akiyoshi et al. | Apr 1997 | A |
5617317 | Ignagni | Apr 1997 | A |
5621646 | Enge et al. | Apr 1997 | A |
5638077 | Martin | Jun 1997 | A |
5644139 | Allen et al. | Jul 1997 | A |
5664632 | Frasier | Sep 1997 | A |
5673491 | Brenna et al. | Oct 1997 | A |
5680140 | Loomis | Oct 1997 | A |
5684696 | Rao et al. | Nov 1997 | A |
5706015 | Chen et al. | Jan 1998 | A |
5717593 | Gvili | Feb 1998 | A |
5725230 | Walkup | Mar 1998 | A |
5731786 | Abraham et al. | Mar 1998 | A |
5739785 | Allison et al. | Apr 1998 | A |
5757316 | Buchler | May 1998 | A |
5765123 | Nimura et al. | Jun 1998 | A |
5777578 | Chang et al. | Jul 1998 | A |
5810095 | Orbach et al. | Sep 1998 | A |
5828336 | Yunck et al. | Oct 1998 | A |
5838562 | Gudat et al. | Nov 1998 | A |
5854987 | Sekine et al. | Dec 1998 | A |
5862501 | Talbot et al. | Jan 1999 | A |
5864315 | Welles et al. | Jan 1999 | A |
5864318 | Cozenza et al. | Jan 1999 | A |
5875408 | Bendett et al. | Feb 1999 | A |
5877725 | Kalafus | Mar 1999 | A |
5890091 | Talbot et al. | Mar 1999 | A |
5899957 | Loomis | May 1999 | A |
5906645 | Kagawa et al. | May 1999 | A |
5912798 | Chu | Jun 1999 | A |
5914685 | Kozlov et al. | Jun 1999 | A |
5917448 | Mickelson | Jun 1999 | A |
5918558 | Susag | Jul 1999 | A |
5919242 | Greatline et al. | Jul 1999 | A |
5923270 | Sampo et al. | Jul 1999 | A |
5926079 | Heine et al. | Jul 1999 | A |
5927603 | McNabb | Jul 1999 | A |
5928309 | Korver et al. | Jul 1999 | A |
5929721 | Munn et al. | Jul 1999 | A |
5933110 | Tang | Aug 1999 | A |
5935183 | Sahm et al. | Aug 1999 | A |
5936573 | Smith | Aug 1999 | A |
5940026 | Popeck | Aug 1999 | A |
5941317 | Mansur | Aug 1999 | A |
5943008 | Van Dusseldorp | Aug 1999 | A |
5944770 | Enge et al. | Aug 1999 | A |
5945917 | Harry | Aug 1999 | A |
5949371 | Nichols | Sep 1999 | A |
5955973 | Anderson | Sep 1999 | A |
5956250 | Gudat et al. | Sep 1999 | A |
5969670 | Kalafus et al. | Oct 1999 | A |
5987383 | Keller et al. | Nov 1999 | A |
6014101 | Loomis | Jan 2000 | A |
6014608 | Seo | Jan 2000 | A |
6018313 | Engelmayer et al. | Jan 2000 | A |
6023239 | Kovach | Feb 2000 | A |
6052647 | Parkinson et al. | Apr 2000 | A |
6055477 | McBurney et al. | Apr 2000 | A |
6057800 | Yang et al. | May 2000 | A |
6061390 | Meehan et al. | May 2000 | A |
6061632 | Dreier | May 2000 | A |
6062317 | Gharsalli | May 2000 | A |
6069583 | Silvestrin et al. | May 2000 | A |
6076612 | Carr et al. | Jun 2000 | A |
6081171 | Ella | Jun 2000 | A |
6100842 | Dreier et al. | Aug 2000 | A |
6122595 | Varley et al. | Sep 2000 | A |
6128574 | Diekhans | Oct 2000 | A |
6144335 | Rogers | Nov 2000 | A |
6191730 | Nelson, Jr. | Feb 2001 | B1 |
6191733 | Dizchavez | Feb 2001 | B1 |
6198430 | Hwang et al. | Mar 2001 | B1 |
6198992 | Winslow | Mar 2001 | B1 |
6199000 | Keller et al. | Mar 2001 | B1 |
6205401 | Pickhard et al. | Mar 2001 | B1 |
6215828 | Signell et al. | Apr 2001 | B1 |
6229479 | Kozlov et al. | May 2001 | B1 |
6230097 | Dance et al. | May 2001 | B1 |
6233511 | Berger et al. | May 2001 | B1 |
6236916 | Staub et al. | May 2001 | B1 |
6236924 | Motz | May 2001 | B1 |
6253160 | Hanseder | Jun 2001 | B1 |
6256583 | Sutton | Jul 2001 | B1 |
6259398 | Riley | Jul 2001 | B1 |
6266595 | Greatline et al. | Jul 2001 | B1 |
6285320 | Olster et al. | Sep 2001 | B1 |
6292132 | Wilson | Sep 2001 | B1 |
6307505 | Green | Oct 2001 | B1 |
6313788 | Wilson | Nov 2001 | B1 |
6314348 | Winslow | Nov 2001 | B1 |
6325684 | Knight | Dec 2001 | B1 |
6336066 | Pellenc et al. | Jan 2002 | B1 |
6345231 | Quincke | Feb 2002 | B2 |
6356602 | Rodal et al. | Mar 2002 | B1 |
6377889 | Soest | Apr 2002 | B1 |
6380888 | Kucik | Apr 2002 | B1 |
6389345 | Phelps | May 2002 | B2 |
6392589 | Rogers et al. | May 2002 | B1 |
6397147 | Whitehead | May 2002 | B1 |
6415229 | Diekhans | Jul 2002 | B1 |
6418031 | Archambeault | Jul 2002 | B1 |
6421003 | Riley et al. | Jul 2002 | B1 |
6424915 | Fukuda et al. | Jul 2002 | B1 |
6431576 | Viaud et al. | Aug 2002 | B1 |
6434462 | Bevly et al. | Aug 2002 | B1 |
6445983 | Dickson et al. | Sep 2002 | B1 |
6445990 | Manring | Sep 2002 | B1 |
6449558 | Small | Sep 2002 | B1 |
6463091 | Zhodzicshsky et al. | Oct 2002 | B1 |
6463374 | Keller et al. | Oct 2002 | B1 |
6466871 | Reisman et al. | Oct 2002 | B1 |
6469663 | Whitehead et al. | Oct 2002 | B1 |
6484097 | Fuchs et al. | Nov 2002 | B2 |
6501422 | Nichols | Dec 2002 | B1 |
6515619 | McKay, Jr. | Feb 2003 | B1 |
6516271 | Upadhyaya et al. | Feb 2003 | B2 |
6539303 | McClure et al. | Mar 2003 | B2 |
6542077 | Joao | Apr 2003 | B2 |
6549835 | Deguchi | Apr 2003 | B2 |
6553299 | Keller et al. | Apr 2003 | B1 |
6553300 | Ma et al. | Apr 2003 | B2 |
6553311 | Ahearn et al. | Apr 2003 | B2 |
6570534 | Cohen et al. | May 2003 | B2 |
6577952 | Geier et al. | Jun 2003 | B2 |
6587761 | Kumar | Jul 2003 | B2 |
6606542 | Hauwiller et al. | Aug 2003 | B2 |
6611228 | Toda et al. | Aug 2003 | B2 |
6611754 | Klein | Aug 2003 | B2 |
6611755 | Coffee et al. | Aug 2003 | B1 |
6622091 | Perlmutter et al. | Sep 2003 | B2 |
6631916 | Miller | Oct 2003 | B1 |
6643576 | O'Connor et al. | Nov 2003 | B1 |
6646603 | Dooley et al. | Nov 2003 | B2 |
6657875 | Zeng et al. | Dec 2003 | B1 |
6671587 | Hrovat et al. | Dec 2003 | B2 |
6688403 | Bernhardt et al. | Feb 2004 | B2 |
6703973 | Nichols | Mar 2004 | B1 |
6711501 | McClure et al. | Mar 2004 | B2 |
6721638 | Zeitler | Apr 2004 | B2 |
6732024 | Rekow et al. | May 2004 | B2 |
6744404 | Whitehead et al. | Jun 2004 | B1 |
6754584 | Pinto et al. | Jun 2004 | B2 |
6774843 | Takahashi | Aug 2004 | B2 |
6792380 | Toda | Sep 2004 | B2 |
6819269 | Flick | Nov 2004 | B2 |
6822314 | Beasom | Nov 2004 | B2 |
6865465 | McClure | Mar 2005 | B2 |
6865484 | Miyasaka et al. | Mar 2005 | B2 |
6900992 | Kelly et al. | May 2005 | B2 |
6922635 | Rorabaugh | Jul 2005 | B2 |
6931233 | Tso et al. | Aug 2005 | B1 |
6967538 | Woo | Nov 2005 | B2 |
6990399 | Hrazdera et al. | Jan 2006 | B2 |
7006032 | King et al. | Feb 2006 | B2 |
7026982 | Toda et al. | Apr 2006 | B2 |
7027918 | Zimmerman et al. | Apr 2006 | B2 |
7031725 | Rorabaugh | Apr 2006 | B2 |
7089099 | Shostak et al. | Aug 2006 | B2 |
7142956 | Heiniger et al. | Nov 2006 | B2 |
7162348 | McClure et al. | Jan 2007 | B2 |
7191061 | McKay et al. | Mar 2007 | B2 |
7231290 | Steichen et al. | Jun 2007 | B2 |
7248211 | Hatch et al. | Jul 2007 | B2 |
7271766 | Zimmerman et al. | Sep 2007 | B2 |
7277784 | Weiss | Oct 2007 | B2 |
7292186 | Miller et al. | Nov 2007 | B2 |
7324915 | Altman | Jan 2008 | B2 |
7358896 | Gradincic et al. | Apr 2008 | B2 |
7373231 | McClure et al. | May 2008 | B2 |
7388539 | Whitehead et al. | Jun 2008 | B2 |
7395769 | Jensen | Jul 2008 | B2 |
7428259 | Wang et al. | Sep 2008 | B2 |
7437230 | McClure et al. | Oct 2008 | B2 |
7451030 | Eglington et al. | Nov 2008 | B2 |
7479900 | Horstemeyer | Jan 2009 | B2 |
7505848 | Flann et al. | Mar 2009 | B2 |
7522100 | Yang et al. | Apr 2009 | B2 |
7571029 | Dai et al. | Aug 2009 | B2 |
7689354 | Heiniger et al. | Mar 2010 | B2 |
20030014171 | Ma et al. | Jan 2003 | A1 |
20030187560 | Keller et al. | Oct 2003 | A1 |
20030208319 | Ell et al. | Nov 2003 | A1 |
20040039514 | Steichen et al. | Feb 2004 | A1 |
20040212533 | Whitehead et al. | Oct 2004 | A1 |
20050080559 | Ishibashi et al. | Apr 2005 | A1 |
20050225955 | Grebenkemper et al. | Oct 2005 | A1 |
20050265494 | Goodlings | Dec 2005 | A1 |
20060167600 | Nelson et al. | Jul 2006 | A1 |
20060215739 | Williamson et al. | Sep 2006 | A1 |
20070078570 | Dai et al. | Apr 2007 | A1 |
20070088447 | Stothert et al. | Apr 2007 | A1 |
20070121708 | Simpson | May 2007 | A1 |
20070205940 | Yang et al. | Sep 2007 | A1 |
20070285308 | Bauregger et al. | Dec 2007 | A1 |
20080129586 | Martin | Jun 2008 | A1 |
20080204312 | Euler | Aug 2008 | A1 |
20090171583 | DiEsposti | Jul 2009 | A1 |
20090174597 | DiLellio et al. | Jul 2009 | A1 |
20090174622 | Kanou | Jul 2009 | A1 |
20090177395 | Stelpstra | Jul 2009 | A1 |
20090177399 | Park et al. | Jul 2009 | A1 |
20090259397 | Stanton | Oct 2009 | A1 |
20090259707 | Martin et al. | Oct 2009 | A1 |
20090262014 | DiEsposti | Oct 2009 | A1 |
20090262018 | Vasilyev et al. | Oct 2009 | A1 |
20090262974 | Lithopoulos | Oct 2009 | A1 |
20090265054 | Basnayake | Oct 2009 | A1 |
20090265101 | Jow | Oct 2009 | A1 |
20090265104 | Shroff | Oct 2009 | A1 |
20090273372 | Brenner | Nov 2009 | A1 |
20090273513 | Huang | Nov 2009 | A1 |
20090274079 | Bhatia et al. | Nov 2009 | A1 |
20090274113 | Katz | Nov 2009 | A1 |
20090276155 | Jeerage et al. | Nov 2009 | A1 |
20090295633 | Pinto et al. | Dec 2009 | A1 |
20090295634 | Yu et al. | Dec 2009 | A1 |
20090299550 | Baker | Dec 2009 | A1 |
20090322597 | Medina Herrero et al. | Dec 2009 | A1 |
20090322598 | Fly et al. | Dec 2009 | A1 |
20090322600 | Whitehead et al. | Dec 2009 | A1 |
20090322601 | Ladd et al. | Dec 2009 | A1 |
20090322606 | Gronemeyer | Dec 2009 | A1 |
20090326809 | Colley et al. | Dec 2009 | A1 |
20100013703 | Tekawy et al. | Jan 2010 | A1 |
20100026569 | Amidi | Feb 2010 | A1 |
20100030470 | Wang et al. | Feb 2010 | A1 |
20100039316 | Gronemeyer et al. | Feb 2010 | A1 |
20100039318 | Kmiecik | Feb 2010 | A1 |
20100039320 | Boyer et al. | Feb 2010 | A1 |
20100039321 | Abraham | Feb 2010 | A1 |
20100060518 | Bar-Sever et al. | Mar 2010 | A1 |
20100063649 | Wu et al. | Mar 2010 | A1 |
20100084147 | Aral | Apr 2010 | A1 |
20100085249 | Ferguson et al. | Apr 2010 | A1 |
20100085253 | Ferguson et al. | Apr 2010 | A1 |
20100103033 | Roh | Apr 2010 | A1 |
20100103034 | Tobe et al. | Apr 2010 | A1 |
20100103038 | Yeh et al. | Apr 2010 | A1 |
20100103040 | Broadbent | Apr 2010 | A1 |
20100106414 | Whitehead | Apr 2010 | A1 |
20100106445 | Kondoh | Apr 2010 | A1 |
20100109944 | Whitehead et al. | May 2010 | A1 |
20100109945 | Roh | May 2010 | A1 |
20100109947 | Rintanen | May 2010 | A1 |
20100109948 | Razoumov et al. | May 2010 | A1 |
20100109950 | Roh | May 2010 | A1 |
20100111372 | Zheng et al. | May 2010 | A1 |
20100114483 | Heo et al. | May 2010 | A1 |
20100117894 | Velde et al. | May 2010 | A1 |
Number | Date | Country |
---|---|---|
07244150 | Sep 1995 | JP |
WO9836288 | Aug 1998 | WO |
WO0024239 | May 2000 | WO |
WO03019430 | Mar 2003 | WO |
WO2005119386 | Dec 2005 | WO |
WO2009066183 | May 2009 | WO |
WO2009126587 | Oct 2009 | WO |
WO2009148638 | Dec 2009 | WO |
Entry |
---|
Parkinson, Bradford W., et al., “Global Positioning System: Theory and Applications, vol. II”, Bradford W. Parkinson and James J. Spiker, Jr., eds., Global Postioning System: Theory and Applicaitons, vol. II: 1995, AIAA, Reston, VA, USA, pp. 3-50, (1995),3-50. |
“Orthman Manufacturing Co., www.orthman.com/htm;guidance.htm”, 2004, regarding the “Tracer Quick-Hitch”. |
Lin, Dai et al., “Real-time Attitude Determination fro Microsatellite by Lamda Method Combined with Kalman Filtering”, A Collection fof the 22nd AIAA International Communications Satellite Systems Conference and Exhibit Technical Paers vol. 1, Monetrey, California American Institute of Aeronautics and Astronautics, Inc., (May 2004),136-143. |
Xu, Jiangning et al., “An EHW Architecture for Real-Time GPS Attitude Determination Based on Parallel Genetic Algorithm”, The Computer SocietyProceedings of the 2002 NASA/DOD Conference on Evolvable Hardware (EH'02), (2002). |
Han, Shaowel et al., “Single-Epoch Ambiguity Resolution for Real-Time GPS Attitude Determination with the Aid of One-Dimensional Optical Fiber Gyro”, GPS Solutions, vol. 3, No. 1, pp. 5-12 (1999) John Wiley & Sons, Inc. |
Park, Chansik et al., “Integer Ambiguity Resolution for GPS Based Attitude Determination System”, SICE Jul. 29-31, 1998, Chiba, 1115-1120. |
Last, J.D., et al., “Effect of skywave interference on coverage of radiobeacon DGPS stations”, IEEE Proc.-Radar, Sonar Navig., vol. 144, No. 3, Jun. 1997, pp. 163-168. |
“International Search Report and Written Opinion”, PCT/US2004/015678, filed May 17, 2004, Jun. 21, 2005. |
“ISO”, 11783 Part 7 Draft Amendment 1 Annex, Paragraphs B.6 and B.7.ISO 11783-7 2004 DAM1, ISO: Mar. 8, 2004. |
Kaplan, E D., “Understanding GPS: Principles and Applications”, Artech House, MA, 1996. |
Irsigler, M et al., “PPL Tracking Performance in the Presence of Oscillator Phase Noise”, GPS Solutions, vol. 5, No. 4, pp. 45-57 (2002). |
Ward, Phillip W., “Performance Comparisons Between FLL, PLL and a Novel FLL-Assisted-PLL Carrier Tracking Loop Under RF Interference Conditions”, 11th Int. Tech Meeting of the Satellite Division of the U.S. Inst. of Navigation, Nashville, TN, Sep. 15-18, 783-795, 1998. |
Bevly, David M., “Comparison of INS v. Carrier-Phase DGPS for Attitude Determination in the Control of Off-Road Vehicles”, ION 55th Annual Meeting; Jun. 28-30, 1999; Cambridge, Massachusetts; pp. 497-504. |
Keicher, R. et al., “Automatic Guidance for Agricultural Vehicles in Europe”, Computers and Electronics in Agriculture, vol. 25, (Jan. 2000),169-194. |
Takac, Frank et al., “SmartRTK: A Novel Method of Processing Standardised RTCM Network RTK Information for High Precision Positioning”, Proceedings of ENC GNSS 2008, Toulouse, France,(Apr. 22, 2008). |
“International Search Report”, PCT/US09/33567, (Feb. 9, 2009). |
“International Search Report”, PCT/US09/49776, (Aug. 11, 2009). |
“International Search Report”, PCT/AU/2008/000002, (Feb. 28, 2008). |
“International Search Report and Written Opinion”, PCT/IB2008/003796., (Jul. 15, 2009). |
“International Search Report”, PCT/US09/33693, (Mar. 30, 2009). |
“International Search Report”, PCT/US09/039686, (May 26, 2009). |
“International Search Report,”, PCT/US09/34376, (Nov. 2, 2009). |
“International Search Report / Written Opinion”, PCT/US09/63594, (Jan. 11, 2010). |
“International Search Report”, PCT/US09/60668, (Dec. 9, 2009). |
“International Search Report and Written Opinion”, PCT/US10/21334, (Mar. 12, 2010). |
“International Search Report”, PCT/US09/067693, (Jan. 26, 2010). |
Rho, Hyundho et al., “Dual-Frequency GPS Precise Point Positioning with WADGPS Corrections”, [retrieved on May 18, 2010]. Retrieved from the Internet: ,URL: http://gauss.gge.unb.ca/papers.pdf/iongnss2005.rho.wadgps.pdf, (Jul. 12, 2006). |
“Eurocontrol, PEGASUS Technical Notes on SBAS”, report [online], Dec. 7, 2004 [retrieved on May 18, 2010]. Retrieved from the Internet: <URL: http://www.icao.int/icao/en/ro/nacc/meetings/2004/gnss/documentation/Pegasus/tn.pdf>, (Dec. 7, 2004), p. 89 paras [0001]-[0004]. |
“ARINC Engineering Services, Interface Specification IS-GPS-200, Revision D”, Online [retrieved on May 18, 2010]. Retrieved from the Internet;<URL: http://www.navcen.uscg.gov/gps/geninfo/IS-GPS-200D.pdf>, (Dec. 7, 2004), p. 168 para [0001]. |
Schaer, et al., “Determination and Use of GPS Differential Code Bias Values”, Presentation [online]. Revtrieved May 18, 2010. Retrieved from the internet: <http://nng.esoc.esa.de/ws2006/REPR2.pdf>, (May 8, 2006). |
“International Search Report”, PCT/US10/26509, (Apr. 20, 2010). |
Number | Date | Country | |
---|---|---|---|
20100185364 A1 | Jul 2010 | US |
Number | Date | Country | |
---|---|---|---|
61145542 | Jan 2009 | US |