WO2005010549A2 - Selecting a navigation solution used in determining the position of a device in a wireless communication system - Google Patents
Selecting a navigation solution used in determining the position of a device in a wireless communication system Download PDFInfo
- Publication number
- WO2005010549A2 WO2005010549A2 PCT/US2004/023694 US2004023694W WO2005010549A2 WO 2005010549 A2 WO2005010549 A2 WO 2005010549A2 US 2004023694 W US2004023694 W US 2004023694W WO 2005010549 A2 WO2005010549 A2 WO 2005010549A2
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- solutions
- solution
- data
- network
- position solution
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0968—Systems involving transmission of navigation instructions to the vehicle
- G08G1/096805—Systems involving transmission of navigation instructions to the vehicle where the transmitted instructions are used to compute a route
- G08G1/096811—Systems involving transmission of navigation instructions to the vehicle where the transmitted instructions are used to compute a route where the route is computed offboard
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/03—Cooperating elements; Interaction or communication between different cooperating elements or between cooperating elements and receivers
- G01S19/05—Cooperating elements; Interaction or communication between different cooperating elements or between cooperating elements and receivers providing aiding data
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/03—Cooperating elements; Interaction or communication between different cooperating elements or between cooperating elements and receivers
- G01S19/05—Cooperating elements; Interaction or communication between different cooperating elements or between cooperating elements and receivers providing aiding data
- G01S19/06—Cooperating elements; Interaction or communication between different cooperating elements or between cooperating elements and receivers providing aiding data employing an initial estimate of the location of the receiver as aiding data or in generating aiding data
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
- G01S19/45—Determining position by combining measurements of signals from the satellite radio beacon positioning system with a supplementary measurement
- G01S19/46—Determining position by combining measurements of signals from the satellite radio beacon positioning system with a supplementary measurement the supplementary measurement being of a radio-wave signal type
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
- G01S19/48—Determining position by combining or switching between position solutions derived from the satellite radio beacon positioning system and position solutions derived from a further system
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0968—Systems involving transmission of navigation instructions to the vehicle
- G08G1/096877—Systems involving transmission of navigation instructions to the vehicle where the input to the navigation device is provided by a suitable I/O arrangement
- G08G1/096883—Systems involving transmission of navigation instructions to the vehicle where the input to the navigation device is provided by a suitable I/O arrangement where input information is obtained using a mobile device, e.g. a mobile phone, a PDA
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
- G01S5/0205—Details
- G01S5/0236—Assistance data, e.g. base station almanac
Definitions
- the invention relates generally to modulated carrier wave communication devices, and more particularly, to communication method, apparatuses, and systems using electrical or electromagnetic signals transmitting an intelligence bearing signal from one point to another in the form of discrete variations in some parameter of the electrical or electromagnetic signal, used in conjunction with position location methods, apparatuses, and systems of the type in which a position is determined from a constellation of satellites.
- Many different types of wireless systems for communications exist, such as cellular networks for telephone communication, broadband Personal Communication Services (PCS), wireless local-area networks (LANs), satellite communication systems, and two-way radio systems.
- these wireless systems include fixed infrastructure, having one or more communication devices, and remote units that may be either fixed or mobile. Examples of mobile remote units, also called mobile stations (MS), include cellular telephones, satellite telephones, wireless communication enabled personal computers, personal digital assistants (PDA), and other wireless devices.
- Fixed remote units can include, for example, wireless local loop (WLL) stations.
- WLL wireless local loop
- the infrastructure of a wireless system includes one or more base station (BTS) units at fixed positions that communicate with the MSs.
- the base stations may also communicate with fixed remote units, each other, or an external network.
- BTS base station
- LBS location-based services
- many location-based services communicate particular information to an MS user based on the location of the MS.
- an LBS may provide an MS user with driving directions to a destination identified by the user, based on the user's location.
- an LBS may provide information about a current sales promotion if the user is located in close proximity to a store where the sale is taking place.
- Other LBSs include gaming, security, and fleet management.
- Another motivation for determining the location of an MS is to support wireless carriers in complying with a U.S. Government Federal Communications Commission (FCC) regulation that requires carriers in the United States to be able to locate the position of a cellular telephone making an emergency "911" call within 50 meters for 67 percent of such calls and within 150 meters for 95 percent of such calls.
- FCC Federal Communications Commission
- a method and apparatus for determining a geographic position of a remote unit in a wireless communication system includes determining a first position solution of the remote unit using a first set of position data, and determining a second position solution of the remote unit using a second set of position data. A selection is made between the first position solution and the second position solution based on a predetermined selection criterion.
- the first set of position data can include network-based measurements, such as pilot phase measurements, and a round trip delay measurement.
- the second set of position data can include non-network-based measurements, such as satellite-based measurements including global positioning system (GPS) measurements.
- GPS global positioning system
- Selecting between the first position solution and the second position solution can include comparing respective figures of merit for the two position solutions, for example comparing the relative horizontal estimate of position error of the respective position solutions. Also, the selection can be biased in favor of one of the position solutions, for example a GPS solution, unless an error metric of the other position is less than a threshold value, in which case, the other position solution can be selected.
- Figure 1 is a diagram illustrating portions of a wireless communication system..
- Figure 2 is a block diagram illustrating additional detail of portions of the wireless communication system shown in Figure 1.
- Figure 3 is a flow chart illustrating steps for determining a position of a mobile station.
- Figure 4 is a flow diagram illustrating additional detail of a method of determining a position of a mobile station.
- Figure 5 is a flow diagram illustrating additional aspects of a method of determining a position of a mobile station.
- Terrestrial solutions in general, involve information about signals transmitted between an MS and the wireless communication system network, or infrastructure with which the MS operates.
- An example of such network-based solutions is measuring the time of arrival (TOA) of an MS signal received at two different fixed receivers within the network. The difference in the time of arrival of the signal at the respective different receivers defines a hyperbola upon which the MS is located.
- TOA time of arrival
- TDOA time difference of arrival
- AOA angle of arrival
- RTD round trip delay
- Non-network-based solutions use information from sources other than the wireless network.
- an MS can gather information from satellites of the global positioning system (GPS), land based transmitters of the long range navigation (LORAN) system, or another navigation system.
- GPS global positioning system
- LORAN long range navigation
- the MS acquires signals transmitted from at least four GPS satellites to determine a three dimensional position solution, or uses at least three satellites to determine a position solution if an altitude is known or assumed.
- the position of the MS can be determined.
- the network and non-network-based solutions can be combined in a so-called “hybrid solution” to improve the determination of the position of an MS.
- hybrid solution For example, in rural and suburban regions there may not be multiple network transmitters and receivers within range of the MS. A network-based solution, therefore, might not provide a sufficiently accurate position solution.
- a non-network-based solution can be determined by a GPS receiver, which will usually be able to acquire signals from four or more satellites.
- FIG. 1 is illustrates portions of a wireless communication system 101 that includes a wireless network infrastructure with multiple base stations 102 and 103, and multiple MSs 104 (only one MS being illustrated in Figure 1 for simplicity).
- the wireless communication system 101 may be designed to support one or more wireless standards.
- the standards may include TIA/EIA-95-B (IS-95), TIA/EIA-98-C (IS-98), 3rd Generation Partnership Project (3GPP); 3rd Generation Partnership Project 2 (3GPP2), TIA EIA/IS-2000 (cdma2000), Wideband CDMA (WCDMA), or the like.
- the techniques described herein can be used in any communication system conducted over analog or digital links and any communication system access technique, including time division multiple access (TDMA), frequency division multiple access (FDMA), code division multiple access (CDMA), or any other multiple access technique.
- TDMA time division multiple access
- FDMA frequency division multiple access
- CDMA code division multiple access
- signals 132 transmitted from a base station 102 or 103 to an MS 104 are referred to as being transmitted in the direction of the forward link, while signals 134 transmitted from an MS 104 to a base station 102 or 103 are referred to as being transmitted in the direction of the reverse link.
- Signals that travel in the forward link and the reverse link can travel different, multiple paths between a base station 102 and an MS 104.
- forward and reverse link signals may be reflected off obstacles 150, such as buildings, trees, cars, and people, resulting in multiple instances of the signal being received at the base station 102 and at the MS 104. These multiple signal instances are commonly referred to as "multipath" signals.
- an obstacle can completely block signals transmitted between a base station 102 and an MS 104.
- a multipath environment presents challenges to many of the possible position solutions. For example, if the signals that travel between the base station 102 and the MS 104 travel a "multipath" route, then position solutions that use signal travel time, such as the RTD, will be in error, because the signal has traveled a path that is greater than the actual distance between the base station 102 and the MS 104. Likewise, a position solution that uses the TDOA of pilot signals from different base stations will be in error because the time of travel of the signal will depend on the multipath distance, which is different from the actual distance between the base station 102 and the MS 104.
- Multipath can also cause an error in a position solution if the multipath is such that the signal received by an MS 104 originated in a different sector of the cell than the sector in which the MS is actually located.
- the multipath environment can result in decreased signal levels, so an MS 104 cannot receive signals from multiple base stations 102.
- Obstacles 150 also can interfere with the MS 104 reception of satellite signals, such as the four (4) GPS satellites 160A-D shown. If there were no obstructions 150, the MS 104 would be able to receive signals from all four satellites 160A-D. However, the signal paths to the MS 104 of two of the satellites 160C and 160D are blocked by an obstacle 150.
- FIG. 2 is a block diagram shows additional detail of portions of the wireless communication system 101, with construction details of a base station 102 and an MS 104.
- a transmitter 212, a receiver 214, an antenna 215, a cell site modem (CSM) 216, a memory block 218, and a controller 220 are included in the base station 102.
- CSM cell site modem
- a receiver 222, a transmitter 224, an antenna 225, a mobile station modem (MSM) 226, a memory block 227, and a controller 228 are included in the MS 104.
- the memory blocks 218 and 227 store, among other things, program instructions. Execution of the program instructions stored in the memory block 218 of the base station and memory block 227 of the MS by the base station controller 220 or the MS controller 228, respectively, can cause the base station 102 or MS 104 to operate in the manner described herein.
- the base station 102 can include a navigation receiver 240, the MS 104 can include a navigation receiver 242, or both the base station 102 and the MS 104 can include navigation receivers 240, 242 respectively.
- Examples of navigation receivers that may be included in the base station 102 and the MS 104 include GPS receivers, LORAN receivers, "Galileo" receivers, Global Navigation Satellite System (GLONASS) receivers, or the like.
- Figure 3 is a flow chart illustrating operations for determining a geographic position solution of an MS 104. In Figure 3, the operations 310-312 are performed to determine a pre-fix position 302, and operations 330-332 are performed to determine a final-fix position 304.
- a position solution of the MS 104 is determined in a position determination device that includes a position engine.
- the position engine may be in any device that communicates with the network.
- the position engine may be in the MS, in a server connected to the network, or in another remote unit.
- AFLT advanced forward link trilateration
- a position solution based on AFLT is more accurate than a position solution based on other network-based measurements, such as serving cell information.
- the pre-fix position of the MS can be used to generate acquisition assistance data used by the MS in making future measurements.
- different sets of acquisition assistance data can be generated. For example, if the MS has a GPS receiver, the acquisition assistance data might include approximate phase measurements and Doppler shift for the GPS satellite signals that the MS will receive.
- block 314 if the MS position solution was based on AFLT, flow continues to block 315. In block 315 it is determined if there is additional network-based measurements available that can be used in generating acquisition assistance data. If there are no additional network-based measurements, a negative outcome at block 315, flow continues to block 316. In block 316 a set of focused acquisition assistance data is generated using the AFLT solution.
- the acquisition assistance data can be generated, for example, using a 4- dimensional covariance matrix.
- acquisition assistance data can be generated both by using the AFLT solution, such as an AFLT covariance matrix, and by using the additional network-based measurements. Then, the two different sets of acquisition assistance data may be combined to create a final set of acquisition assistance data for the mobile. For example, a combination may be selected as the intersection of the acquisition assistance data phase windows and/or Doppler windows for each satellite. Alternatively, the combination may be selected as the average of the acquisition assistance data phase windows and/or Doppler windows for each satellite.
- the MS position solution is not based on AFLT
- flow continues to block 318.
- the determination of the position solution is considered insufficiently accurate, so a set of less focused acquisition assistance data is generated that accounts for this inaccuracy.
- the less focused acquisition assistance data can be based on network-based measurements other than AFLT, such as serving cell sector, RTD, AOA or TOA data.
- Flow from blocks 316 and 318 continues to block 320 where the acquisition assistance data is transmitted to the MS 104.
- the MS uses acquisition assistance data and makes final-fix measurements. For example, if the MS 104 has a GPS receiver, the MS may use the acquisition assistance data to measure GPS signals. The final- fix measurements are transmitted to the position determination device. Flow continues to block 332, where, using the final-fix measurements and any other measurements available, a position solution of the MS 104 is determined. Flow continues to block 334 where a final position solution of the MS is produced.
- Figure 4 illustrates additional detail of a method of determining a geographic position solution of an MS 104. Operation begins in block 402 where a set of pre-fix measurements are made at the MS 104 and are transmitted to the network. Flow continues to blocks 404 and 406, where "pre-fix" position determination is generated by a position engine, which can be part of any device that communicates with the network. The position engine may be provided, for example, by operating software in a server connected to the network infrastructure, or it can be provided by operating software in the MS 104. [1037] In block 404 an initial coarse prefix position is determined using mixed cell network measurements.
- the initial coarse pre-fix position may be determined, based on identification of base stations, or cells, with which the MS is communicating; the position can be determined based on measurements of signal power level of signals received from the MS; or on RTD.
- an estimated, more precise, pre-fix position determination is produced based on additional network and non-network-based measurements.
- the pre-fix estimated position may be determined based on pilot phase measurements of signals transmitted between the MS 104 and the base stations 102 and 104 in the network.
- an estimated pre-fix position determination may be based on satellite signals, such as GPS, as measured by the MS.
- either the initial coarse or estimated pre-fix position solution is selected and used as an input to an operation that generates acquisition assistance data.
- the selection between the initial coarse and estimated pre-fix position solutions can be based on relative figures of merit as to the accuracy of the pre-fix position solutions. For example, the selection can be based on a horizontal estimated position error (HEPE), receiver autonomous integrity monitoring (RAIM) quality metric, geometric dilution of precision (GDOP), position dilution of precision (PDOP), horizontal dilution of precision (HDOP), weighted DOPs, solution unit fault, measurement residual magnitudes, or other ranking of the two pre-fix position solutions.
- HEPE horizontal estimated position error
- RAIM receiver autonomous integrity monitoring
- GDOP geometric dilution of precision
- PDOP position dilution of precision
- HDOP horizontal dilution of precision
- weighted DOPs solution unit fault
- measurement residual magnitudes or other ranking of the two pre-fix position solutions.
- the output of the pre-fix selection process can also be a weighted average of the initial coarse and estimated pre-fix solutions rather than a selection of one or the other.
- acquisition assistance data is generated, such as GPS search window and Doppler estimates.
- Block 408 operation continues when the acquisition assistance data is transmitted to the MS 104.
- Flow continues to block 412 to produce a final-fix.
- the MS 104 using the acquisition assistance data, collects position data. For example, the MS 104 may collect data from GPS signals.
- the final-fix data are transmitted to the position engine.
- blocks 414 and 416 where, using the final-fix data and any other data available, the position engine determines a geographic position solution of the MS 104.
- a coarse final fix is determined.
- the coarse final-fix solution is the output of the pre-fix position from block 408, but the coarse final fix position solution can be supplemented with additional network-based measurements. For example, additional identification of base stations by the S may be used to refine the coarse final-fix solution.
- Li block 416 an estimated, more precise, final-fix position solution is determined based on additional network and non- network-based measurements.
- the estimated final-fix position solution may be determined based on GPS signals or additional pilot phase measurements.
- the estimated final-fix solution may be a hybrid solution in which network and non-network measurements are combined to determine an estimated final fix position. [1041] Determination of whether the estimated final fix position solution is based on non-network measurements, e.g.
- GPS or is based on a hybrid solution, e.g. GPS and network measurements, can be based on an evaluation of the merits of the respective measurements. For example, if a non-network only estimated final-fix position solution has an estimated error above a predetermined value then a hybrid solution may be preferred.
- a predetermined selection value may be used to bias the determination of the estimated final-fix solution to a preferred type of solution, for example between non- network-based and hybrid solutions. In other words, the magnitude of a predetermined selection value can ensure that the preferred type solution is used for producing a position solution in a majority of situations.
- the selection between non-network and hybrid solutions is based on the magnitude of the estimated error of a non-network-based solution being less than a predetermined solution value
- the use of a greater value for the predetermined selection value will bias the selection in favor of the non-network-based solution.
- a lesser value for the predetermined selection value will bias the selection in favor of the hybrid-based solution.
- a horizontal estimate of position error (HEPE) of a position solution can be evaluated to select between a non-network-based solution and a hybrid solution for the estimated final fix position solution. It has been found that if a non- network-based solution is a GPS solution, then using the GPS solution if it has a HEPE of 500 meters or less provides good results. In general, if a GPS solution of reasonable quality is possible at all, it will have a HEPE of less than 500 meters. Thus, using a HEPE of 500 meters for the predetermined selection value will bias the selection in favor of selecting the GPS solution.
- HEPE horizontal estimate of position error
- Another technique for selecting between a GPS-only solution and a hybrid solution can be based on the HEPE of the GPS solution and the HEPE of the coarse final fix solution. For example, if the GPS solution has a HEPE that is less than the predetermined selection value and less than the coarse final-fix HEPE, then the selection will be to use the GPS-only solution, otherwise the selection will be to use a hybrid solution. In this example, if the predetermined selection value is a HEPE of 500 meters, then the GPS-only solution is used if the GPS solution HEPE is less than 500 meters and less than the HEPE of the coarse final-fix, otherwise a hybrid solution is used.
- Figure 5 shows additional aspects of determining a geographic position of an MS 104, and is applicable to both the pre-fix and the final-fix position solutions discussed above.
- Flow begins in block 502 where an MS 104 makes measurements. Examples of the types of measurements that the MS 104 makes include pilot phase measurements, base station identification, and GPS measurements. The measurements made by the MS 104 may be used by the MS, or may be transmitted to a base station, another MS, or any device within the network infrastructure.
- the calculation of the initial MS position may be based on the measurements received from the MS 104, other network- based measurements, or a combination of the various measurements.
- an initial assumption of the MS 104 position can be made.
- the initial MS 104 position can be taken to be the previous position of the MS 104.
- the initial position may be determined by known geographic coverage areas of network elements in communication with the MS. 104 Measurement residuals can then be used to update the position estimate.
- the residuals can be derived from different "iteration" solvers, such as, least mean squares, including pilot reweighting, orthogonals, delta vector limiting, as well as algebraic solvers. Examples of some techniques for determining the MS position based on an initial coarse position estimate from the MS, which is derived based on initial estimates of the MS position, are described in U.S. Patent 6,570,530 entitled “METHOD AND APPARATUS PROVIDING IMPROVED POSITION ESTIMATE BASED ON AN INITIAL COARSE POSITION ESTIMATE" issued May 27, 2003 assigned to the assignee of this application.
- the initial position calculated in block 504 is simultaneously provided to the position selector block 506 operation and the decision block 508 operation.
- the selector block 506 receives the initial position solution for later comparison against alternative position solutions as described below.
- block 508 it is determined how many GPS measurements are available. If there are no GPS measurements available, then flow continues to block 510.
- block 510 it is determined how many AFLT measurements are available. If there are no AFLT measurements available, flow continues to block 512.
- block 512 it is determined if an RTD measurement is available. If there is no RTD measurement available, then flow continues to block 506.
- block 520 If, in block 520, it is determined that there is at least one AFLT measurement available, then flow continues to block 522.
- the AFLT and GPS measurements are combined to calculate a hybrid position of the MS 104.
- the hybrid position solution is input to the position selector block 506.
- GPS solution is accurate enough, such as, the signal strength of the received GPS signals, the relative position of the GPS satellites, the geometric dilution of precision (GDOP), the position dilution of precision (PDOP), the horizontal dilution of precision (HDOP), weighted DOPs, the solution unit fault, and the measurement residual magnitudes. If it is determined that the GPS measurement is accurate enough, a "Yes" outcome at block 526, then it is provided to the position selector block 506. If the GPS measurement is not accurate enough, a "No” outcome, then flow continues to block 520. [1054] As noted above, in block 520 it is determined if there are any AFLT measurements available.
- the GPS position, calculated in block 522 is input to the position selector block 506. If, in block 520, it is determined that there is at least one AFLT measurement available flow continues to block 522, where the GPS and AFLT measurements are combined to calculate a hybrid position of the MS.
- the hybrid solution is input to the position selector block 506. [1055] In selector block 506 all of the position solutions that have been calculated for the MS 104 are evaluated, and a desired position solution is selected. The evaluation of the various position solutions can be based on relative figures of merit of the solutions, such as the HEPE of each measurement. The selection of the desired solution can also be biased to a preferred solution type.
- a predetermined position-type selector value can be compared with the HEPE of the GPS solution, and, as long as the GPS solution HEPE is less than the predetermined position type selector value, the GPS solution will be selected.
- the predetermined position-type selector value can be selected so that a GPS solution is used a majority of the time.
- Another example is to select the GPS solution as long as its HEPE is not more than a predetermined amount greater than the HEPE of another solution type, for example, by more than 30% or 50%.
- Other selection techniques can also be used, such as selecting the GPS solution if its HEPE is less than a predetermined value and less than the HEPE of the initial position solution.
- a pre-fix position solution of the remote unit is determined using at least two types of position measurement solutions. Then, an estimated error for each of the pre-fix position solutions is determined. Selection of a desired pre-fix position solution is based on the figures of merit of the respective position solutions.
- a final-fix position solution of the remote unit is determined using at least one type of position measurement solution and the selected pre-fix position solution.
- a desired final position solution is selected as the geographic position of the remote unit, based on respective estimated errors of the desired pre-fix position solution and the final-fix position solution.
- the pre-fix position solution can include using mixed cell sector position data, and advanced forward link trilateration data. Selecting a desired pre-fix position solution can include evaluating a horizontal estimated position error of the solutions, determining a weighted average of initial solutions, or determining the solution reliability with techniques such as RAIM.
- the final-fix position solution can include using non-network-based measurement systems, such as a satellite measurement system like the global positioning system, the GLONASS system, the Galileo system, or the like. Selecting a desired final-fix position solution includes evaluating a horizontal estimated position error of the solutions, determining a weighted average of initial solutions, or determining the solution reliability with techniques such as RAIM.
- non-network-based measurement systems such as a satellite measurement system like the global positioning system, the GLONASS system, the Galileo system, or the like.
- a remote unit includes a receiver configured to receive signals from a wireless network infrastructure and a transmitter configured to transmit signals to the wireless network infrastructure.
- the remote unit also includes a controller configured to process signals received from the wireless network and collect data to be used in determining a position solution.
- the collected data is transmitted to the wireless network, another remote unit, or other device where a position solution is determined.
- the remote unit includes a navigational receiver, for example a global positioning system receiver, configured to process non-network-based signals and collect data to be used in determining a position solution.
- the data collected is transmitted to the wireless network, another remote unit, or other device where a position solution is determined.
- a position determination device in a wireless communication system is configured to receive signals from a remote unit, including data produced from network signals and non-network signals to be used in determining a position solution.
- the device processes the data to determine at least two position solutions, and then selects a desired position solution based on respective figures of merit of the position solutions.
- a position engine processes the data to determine the position solutions.
- the position determination device can also generate acquisition assistance data based on a position solution processed using network-based data and transmit the acquisition assistance data to the remote unit to be used by the remote unit in processing non-network-based signals.
- the acquisition assistance data can assist the remote unit in processing global positioning system signals.
- the position determination device can also determine a pre-fix position solution and a final-fix position solution, and select a desired final solution as the geographic position of the remote unit based on respective estimated errors of the position solutions.
- information and signals may be represented using any of a variety of different technologies and techniques. For example, voltages, currents, electromagnetic waves, magnetic fields or particles, optical fields, particles, or any combination thereof may represent data, instructions, information, and signals referenced above.
- the various illustrative logical blocks, modules, circuits, and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, computer software, or combinations of both.
- DSP digital signal processor
- ASIC application specific integrated circuit
- FPGA field programmable gate array
- a general purpose processor may be a microprocessor, but in the alternative, the processor may be any conventional processor, controller, microcontroller, or state machine.
- a processor may also be implemented as a combination of computing devices, e.g., a combination of a DSP and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a DSP core, or any other such configuration.
- a software module may reside in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium.
- An exemplary storage medium is configured such that the processor can read information from, and write information to, the storage medium.
- the storage medium may be integral to the processor.
- the processor and the storage medium may reside in an ASIC.
- the ASIC may reside in a user terminal.
- the processor and the storage medium may reside as discrete components in a user terminal.
Abstract
Description
Claims
Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CA2533145A CA2533145C (en) | 2003-07-23 | 2004-07-23 | Selecting a navigation solution used in determining the position of a device in a wireless communication system |
JP2006521260A JP4865553B2 (en) | 2003-07-23 | 2004-07-23 | Selecting a navigation solution used for positioning a device in a wireless communication system |
US10/565,993 US7911988B2 (en) | 2003-07-23 | 2004-07-23 | Selecting a navigation solution used in determining the position of a device in a wireless communication system |
EP04757233.4A EP1654717B1 (en) | 2003-07-23 | 2004-07-23 | Selecting a navigation solution used in determining the position of a device in a wireless communication system |
US12/969,293 US8184563B2 (en) | 2003-07-23 | 2010-12-15 | Selecting a position fix to determine the location of a wireless communication device |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US48965303P | 2003-07-23 | 2003-07-23 | |
US60/489,653 | 2003-07-23 |
Related Child Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US10/565,993 A-371-Of-International US7911988B2 (en) | 2003-07-23 | 2004-07-23 | Selecting a navigation solution used in determining the position of a device in a wireless communication system |
US12/969,293 Continuation US8184563B2 (en) | 2003-07-23 | 2010-12-15 | Selecting a position fix to determine the location of a wireless communication device |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2005010549A2 true WO2005010549A2 (en) | 2005-02-03 |
WO2005010549A3 WO2005010549A3 (en) | 2005-04-21 |
Family
ID=34102911
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2004/023694 WO2005010549A2 (en) | 2003-07-23 | 2004-07-23 | Selecting a navigation solution used in determining the position of a device in a wireless communication system |
Country Status (6)
Country | Link |
---|---|
US (2) | US7911988B2 (en) |
EP (1) | EP1654717B1 (en) |
JP (5) | JP4865553B2 (en) |
CA (1) | CA2533145C (en) |
RU (1) | RU2362213C2 (en) |
WO (1) | WO2005010549A2 (en) |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2007139515A (en) * | 2005-11-16 | 2007-06-07 | Ntt Docomo Inc | Positioning system and positioning method |
JP2007316067A (en) * | 2006-05-22 | 2007-12-06 | Polaris Wireless Inc | Method for specifying position of wireless terminal |
WO2008134572A1 (en) | 2007-04-26 | 2008-11-06 | Qualcomm Incorporated | Location based tracking |
EP1985971A3 (en) * | 2007-04-26 | 2010-01-20 | Aisin AW Co., Ltd. | Vehicle position information provision device, vehicle position information provision method, and computer program |
WO2010048904A2 (en) | 2008-10-29 | 2010-05-06 | Devaisy S.R.O. | Communication and control device for warning and alert-information or navigation systems used especially in means of transport |
EP2224259A1 (en) * | 2009-02-27 | 2010-09-01 | Broadcom Corporation | Method and system for a location-based broker service client broker |
US8106821B2 (en) * | 2008-06-27 | 2012-01-31 | Qualcomm Incorporated | Methods and apparatuses for use with mode-switchable navigation radio |
CN102736093A (en) * | 2012-06-11 | 2012-10-17 | 北京邮电大学 | Fused positioning method and device |
DE102008015107B4 (en) * | 2008-03-19 | 2014-08-28 | Breuer Nachrichtentechnik Gmbh | Quality control procedure for GNSS navigation |
CN104581850A (en) * | 2015-01-30 | 2015-04-29 | 上海司南卫星导航技术有限公司 | Base station switching control method for effectively avoiding Ping-Pong effect in wireless communication network |
WO2016163910A1 (en) * | 2015-04-09 | 2016-10-13 | Limited Liability Company "Topcon Positioning Systems" | Reducing time and increasing reliability of ambiguity resolution in gnss |
US10393883B2 (en) | 2009-06-05 | 2019-08-27 | Qualcomm Incorporated | On demand positioning |
EP4175351A4 (en) * | 2020-06-28 | 2024-03-27 | Beijing Xiaomi Mobile Software Co Ltd | Measurement method, base station, multi-mode terminal, communication device and storage medium |
Families Citing this family (48)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
RU2362213C2 (en) * | 2003-07-23 | 2009-07-20 | Квэлкомм Инкорпорейтед | Selection of navigation solution, used for establishing location of device in wireless communication system |
US20050251798A1 (en) * | 2004-05-05 | 2005-11-10 | News, Iq, Inc. | System and method for inventory control and management |
JP2006109355A (en) * | 2004-10-08 | 2006-04-20 | Ntt Docomo Inc | Mobile communication terminal and location information utilizing method |
US8107446B2 (en) | 2005-11-07 | 2012-01-31 | Radiofy Llc | Wireless RFID networking systems and methods |
EP1980124B1 (en) * | 2006-01-27 | 2017-03-29 | Telefonaktiebolaget LM Ericsson (publ) | Path loss polygon positioning |
US7570212B2 (en) * | 2006-04-07 | 2009-08-04 | The Boeing Company | Reference beacon methods and apparatus for TDOA/FDOA geolocation |
US7659850B1 (en) | 2006-06-13 | 2010-02-09 | Sprint Spectrum L.P. | Method and system for determining locations of mobile stations using directional corrections |
US8294554B2 (en) | 2006-12-18 | 2012-10-23 | Radiofy Llc | RFID location systems and methods |
US8838477B2 (en) | 2011-06-09 | 2014-09-16 | Golba Llc | Method and system for communicating location of a mobile device for hands-free payment |
US8314736B2 (en) * | 2008-03-31 | 2012-11-20 | Golba Llc | Determining the position of a mobile device using the characteristics of received signals and a reference database |
US8838481B2 (en) | 2011-07-26 | 2014-09-16 | Golba Llc | Method and system for location based hands-free payment |
US8193978B2 (en) * | 2007-11-14 | 2012-06-05 | Golba Llc | Positioning system and method using GPS with wireless access points |
US8344949B2 (en) * | 2008-03-31 | 2013-01-01 | Golba Llc | Wireless positioning approach using time-delay of signals with a known transmission pattern |
US7800541B2 (en) * | 2008-03-31 | 2010-09-21 | Golba Llc | Methods and systems for determining the location of an electronic device |
US9829560B2 (en) | 2008-03-31 | 2017-11-28 | Golba Llc | Determining the position of a mobile device using the characteristics of received signals and a reference database |
WO2010005731A1 (en) | 2008-06-16 | 2010-01-14 | Skyhook Wireless, Inc. | Methods and systems for determining location using a cellular and wlan positioning system by selecting the best wlan ps solution |
US9035829B2 (en) | 2008-09-10 | 2015-05-19 | Nextnav, Llc | Wide area positioning systems and methods |
US8917209B2 (en) | 2009-09-10 | 2014-12-23 | Nextnav, Llc | Coding in a wide area positioning system (WAPS) |
US9057606B2 (en) | 2009-09-10 | 2015-06-16 | Nextnav, Llc | Wide area positioning system |
KR101774202B1 (en) | 2008-09-10 | 2017-09-01 | 넥스트나브, 엘엘씨 | Network of Terrestrial Beacons and Method for Generating and Transmitting Positioning Signals Using the Network of Terrestrial Beacons |
US8022877B2 (en) | 2009-07-16 | 2011-09-20 | Skyhook Wireless, Inc. | Systems and methods for using a satellite positioning system to detect moved WLAN access points |
US9291712B2 (en) | 2009-09-10 | 2016-03-22 | Nextnav, Llc | Cell organization and transmission schemes in a wide area positioning system (WAPS) |
US9372266B2 (en) | 2009-09-10 | 2016-06-21 | Nextnav, Llc | Cell organization and transmission schemes in a wide area positioning system (WAPS) |
US8638256B2 (en) | 2009-09-29 | 2014-01-28 | Skyhook Wireless, Inc. | Accuracy and performance of a hybrid positioning system |
US20110080318A1 (en) * | 2009-10-02 | 2011-04-07 | Skyhook Wireless, Inc. | Determining A Dilution of Precision Metric Using Two or Three GPS Satellites |
US8441398B2 (en) * | 2010-02-03 | 2013-05-14 | Texas Instruments Incorporated | Receivers, circuits, and methods to improve GNSS time-to-fix and other performances |
US8803736B2 (en) * | 2010-02-26 | 2014-08-12 | Navcom Technology, Inc. | Method and system for estimating position with bias compensation |
US8521412B2 (en) * | 2010-03-26 | 2013-08-27 | Honda Motor Co., Ltd. | Method of determining absolute position for a motor vehicle |
JP5589569B2 (en) * | 2010-06-02 | 2014-09-17 | ソニー株式会社 | Wireless communication apparatus, program, and wireless communication method |
WO2012061595A1 (en) | 2010-11-03 | 2012-05-10 | Skyhook Wireless Inc. | Method of system for increasing the reliability and accuracy of location estimation in a hybrid positioning system |
KR101779966B1 (en) * | 2010-12-13 | 2017-10-10 | 한국전자통신연구원 | Method for providing location service and mobile terminal |
US9031572B2 (en) * | 2010-12-22 | 2015-05-12 | Qualcomm Incorporated | Method and apparatus for estimating satellite positioning reliability |
US8805401B2 (en) * | 2011-01-19 | 2014-08-12 | Broadcom Corporation | Method and system for intelligent switch between client based location and server based location for hybrid location client devices |
US9109910B2 (en) * | 2011-06-29 | 2015-08-18 | General Motors Llc | Method and decreasing position error during turn-by-turn sessions |
US9176217B2 (en) | 2011-08-02 | 2015-11-03 | Nextnav, Llc | Cell organization and transmission schemes in a wide area positioning system (WAPS) |
US10151843B2 (en) | 2011-11-22 | 2018-12-11 | Radio Systems Corporation | Systems and methods of tracking position and speed in GNSS applications |
CN103379429B (en) * | 2012-04-16 | 2018-03-30 | 中兴通讯股份有限公司 | A kind of method and device of alignment by union |
EP3139193A1 (en) | 2012-06-05 | 2017-03-08 | NextNav, LLC | Systems and methods for location positioning of user device |
US9113291B2 (en) | 2012-06-18 | 2015-08-18 | Qualcomm Incorporated | Location detection within identifiable pre-defined geographic areas |
US9390279B2 (en) | 2012-09-11 | 2016-07-12 | Nextnav, Llc | Systems and methods for providing conditional access to transmitted information |
US9286490B2 (en) | 2013-09-10 | 2016-03-15 | Nextnav, Llc | Systems and methods for providing conditional access to transmitted information |
US9885789B2 (en) * | 2013-03-14 | 2018-02-06 | Google Llc | Accounting for atmospheric and terrestrial obstacles in geographic positioning |
US9491680B2 (en) * | 2014-10-28 | 2016-11-08 | Qualcomm Incorporated | Assistance data cell selection based on interference estimates in a wireless communications system |
US9813863B2 (en) * | 2015-08-06 | 2017-11-07 | Qualcomm Incorporated | Enhanced passive positioning with adaptive active positioning |
US10126134B2 (en) * | 2015-12-21 | 2018-11-13 | Invensense, Inc. | Method and system for estimating uncertainty for offline map information aided enhanced portable navigation |
US10018474B2 (en) * | 2015-12-21 | 2018-07-10 | Invensense, Inc. | Method and system for using offline map information aided enhanced portable navigation |
EP3339807B1 (en) * | 2016-12-20 | 2024-03-13 | HERE Global B.V. | An apparatus and associated methods for determining the location of a vehicle |
JP7153842B2 (en) * | 2017-06-29 | 2022-10-17 | パナソニックIpマネジメント株式会社 | Positioning method and positioning terminal |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030125045A1 (en) | 2001-12-27 | 2003-07-03 | Riley Wyatt Thomas | Creating and using base station almanac information in a wireless communication system having a position location capability |
Family Cites Families (31)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2616911B2 (en) * | 1986-10-24 | 1997-06-04 | 日本無線株式会社 | Hybrid position measuring device |
JPS63177016A (en) * | 1986-12-12 | 1988-07-21 | Mazda Motor Corp | Navigation apparatus of car |
JP2553163Y2 (en) * | 1988-07-29 | 1997-11-05 | 日本電気ホームエレクトロニクス株式会社 | In-vehicle combined navigation system |
JP2562678B2 (en) * | 1988-11-18 | 1996-12-11 | 三洋電機株式会社 | Self position indicator |
JPH02212713A (en) * | 1989-02-14 | 1990-08-23 | Mitsubishi Electric Corp | Navigation apparatus for moving body |
JPH06148308A (en) * | 1992-11-05 | 1994-05-27 | Toshiba Corp | Traveling body position detector |
US6216053B1 (en) * | 1992-11-09 | 2001-04-10 | Lextron, Inc. | Apparatus and method for uniformly delivering feed rations along a feedbunk using global positioning system |
US5323163A (en) * | 1993-01-26 | 1994-06-21 | Maki Stanley C | All DOP GPS optimization |
US5983161A (en) * | 1993-08-11 | 1999-11-09 | Lemelson; Jerome H. | GPS vehicle collision avoidance warning and control system and method |
US6215442B1 (en) * | 1997-02-03 | 2001-04-10 | Snaptrack, Inc. | Method and apparatus for determining time in a satellite positioning system |
US5812087A (en) * | 1997-02-03 | 1998-09-22 | Snaptrack, Inc. | Method and apparatus for satellite positioning system based time measurement |
GB2321729B (en) * | 1997-02-04 | 2001-06-13 | Ibm | Data processing system, method, and server |
US6081229A (en) * | 1998-03-17 | 2000-06-27 | Qualcomm Incorporated | System and method for determining the position of a wireless CDMA transceiver |
US5982324A (en) * | 1998-05-14 | 1999-11-09 | Nortel Networks Corporation | Combining GPS with TOA/TDOA of cellular signals to locate terminal |
US6748224B1 (en) * | 1998-12-16 | 2004-06-08 | Lucent Technologies Inc. | Local positioning system |
CA2296812A1 (en) * | 1999-02-17 | 2000-08-17 | Lucent Technologies Inc. | Method for combining multiple measurements to determine the position of a mobile transceiver |
JP3259723B2 (en) * | 1999-11-02 | 2002-02-25 | セイコーエプソン株式会社 | Information terminal and positioning method |
US6289280B1 (en) * | 1999-12-10 | 2001-09-11 | Qualcomm Incorporated | Method and apparatus for determining an algebraic solution to GPS terrestrial hybrid location system equations |
DE60012122T2 (en) * | 1999-12-21 | 2005-08-25 | Visteon Global Technologies, Inc., Dearborn | System for determining the orientation of a directional radar antenna |
JP2001305210A (en) * | 2000-04-25 | 2001-10-31 | Matsushita Electric Works Ltd | Position detection device |
JP2002195837A (en) * | 2000-12-25 | 2002-07-10 | Matsushita Electric Works Ltd | Gps map communication and display system, gps communication terminal, and gps assist map server |
KR100828226B1 (en) * | 2000-12-26 | 2008-05-07 | 엘지전자 주식회사 | System and method for measuring position of mobile phone |
JP4396801B2 (en) * | 2001-02-27 | 2010-01-13 | パイオニア株式会社 | POSITIONING DEVICE, POSITIONING METHOD, AND POSITIONING SYSTEM |
AU2002244282A1 (en) * | 2001-03-09 | 2002-09-24 | Qualcomm Incorporated | Server-assisted position determination in a radio network |
JP2002281540A (en) * | 2001-03-19 | 2002-09-27 | Hitachi Ltd | Mobile terminal equipment for measuring position |
JP3839680B2 (en) * | 2001-03-29 | 2006-11-01 | 株式会社エヌ・ティ・ティ・ドコモ | Position measurement method, mobile communication terminal, program, and recording medium |
ATE317625T1 (en) * | 2001-04-20 | 2006-02-15 | Lg Electronics Inc | POSITION DETERMINATION OF A MOBILE COMMUNICATIONS TERMINAL BASED ON A COMBINATION OF MEASUREMENTS OF SIGNALS EXCHANGED BETWEEN THE MOBILE COMMUNICATIONS TERMINAL AND BASE STATIONS |
US20030114170A1 (en) * | 2001-12-14 | 2003-06-19 | Rick Roland R. | Position determination system that uses a cellular communication system |
US7127257B2 (en) * | 2001-12-27 | 2006-10-24 | Qualcomm Incorporated | Use of mobile stations for determination of base station location parameters in a wireless mobile communication system |
RU2362213C2 (en) * | 2003-07-23 | 2009-07-20 | Квэлкомм Инкорпорейтед | Selection of navigation solution, used for establishing location of device in wireless communication system |
JP6227293B2 (en) * | 2012-07-18 | 2017-11-08 | Jfeスチール株式会社 | Method for reducing the molecular weight of organic substances |
-
2004
- 2004-07-23 RU RU2006105632/11A patent/RU2362213C2/en active
- 2004-07-23 EP EP04757233.4A patent/EP1654717B1/en active Active
- 2004-07-23 WO PCT/US2004/023694 patent/WO2005010549A2/en active Application Filing
- 2004-07-23 US US10/565,993 patent/US7911988B2/en active Active
- 2004-07-23 CA CA2533145A patent/CA2533145C/en active Active
- 2004-07-23 JP JP2006521260A patent/JP4865553B2/en active Active
-
2010
- 2010-09-13 JP JP2010204462A patent/JP5307097B2/en active Active
- 2010-12-15 US US12/969,293 patent/US8184563B2/en active Active
-
2011
- 2011-09-08 JP JP2011195868A patent/JP2012037524A/en active Pending
-
2013
- 2013-11-20 JP JP2013240381A patent/JP5837024B2/en active Active
-
2014
- 2014-11-05 JP JP2014225513A patent/JP2015042992A/en active Pending
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030125045A1 (en) | 2001-12-27 | 2003-07-03 | Riley Wyatt Thomas | Creating and using base station almanac information in a wireless communication system having a position location capability |
Cited By (24)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2007139515A (en) * | 2005-11-16 | 2007-06-07 | Ntt Docomo Inc | Positioning system and positioning method |
JP2007316067A (en) * | 2006-05-22 | 2007-12-06 | Polaris Wireless Inc | Method for specifying position of wireless terminal |
US8965393B2 (en) | 2006-05-22 | 2015-02-24 | Polaris Wireless, Inc. | Estimating the location of a wireless terminal based on assisted GPS and pattern matching |
US8244450B2 (en) | 2007-04-26 | 2012-08-14 | Aisin Aw Co., Ltd. | Vehicle position information providing devices, methods, and programs |
WO2008134572A1 (en) | 2007-04-26 | 2008-11-06 | Qualcomm Incorporated | Location based tracking |
EP1985971A3 (en) * | 2007-04-26 | 2010-01-20 | Aisin AW Co., Ltd. | Vehicle position information provision device, vehicle position information provision method, and computer program |
US8019356B2 (en) | 2007-04-26 | 2011-09-13 | Qualcomm Incorporated | Location based tracking |
CN101669039B (en) * | 2007-04-26 | 2012-07-04 | 高通股份有限公司 | Location based tracking |
DE102008015107B4 (en) * | 2008-03-19 | 2014-08-28 | Breuer Nachrichtentechnik Gmbh | Quality control procedure for GNSS navigation |
US10725184B2 (en) | 2008-06-27 | 2020-07-28 | Qualcomm Incorporated | Methods and apparatuses for use with mode-switchable navigation |
US8106821B2 (en) * | 2008-06-27 | 2012-01-31 | Qualcomm Incorporated | Methods and apparatuses for use with mode-switchable navigation radio |
WO2010048904A2 (en) | 2008-10-29 | 2010-05-06 | Devaisy S.R.O. | Communication and control device for warning and alert-information or navigation systems used especially in means of transport |
US8081107B2 (en) | 2009-02-27 | 2011-12-20 | Broadcom Corporation | Method and system for a location-based broker service (LBS) client broker |
CN101820582B (en) * | 2009-02-27 | 2013-03-20 | 美国博通公司 | Method and system for processing signals |
CN101820582A (en) * | 2009-02-27 | 2010-09-01 | 美国博通公司 | The method and system of processing signals |
EP2224259A1 (en) * | 2009-02-27 | 2010-09-01 | Broadcom Corporation | Method and system for a location-based broker service client broker |
US9134424B2 (en) | 2009-02-27 | 2015-09-15 | Broadcom Corporation | Method and system for determining position using a satellite system |
US11226417B2 (en) | 2009-06-05 | 2022-01-18 | Qualcomm Incorporated | On demand positioning |
US10393883B2 (en) | 2009-06-05 | 2019-08-27 | Qualcomm Incorporated | On demand positioning |
CN102736093A (en) * | 2012-06-11 | 2012-10-17 | 北京邮电大学 | Fused positioning method and device |
CN104581850A (en) * | 2015-01-30 | 2015-04-29 | 上海司南卫星导航技术有限公司 | Base station switching control method for effectively avoiding Ping-Pong effect in wireless communication network |
US9798017B2 (en) | 2015-04-09 | 2017-10-24 | Topcon Positioning Systems, Inc. | Reducing time and increasing reliability of ambiguity resolution in GNSS |
WO2016163910A1 (en) * | 2015-04-09 | 2016-10-13 | Limited Liability Company "Topcon Positioning Systems" | Reducing time and increasing reliability of ambiguity resolution in gnss |
EP4175351A4 (en) * | 2020-06-28 | 2024-03-27 | Beijing Xiaomi Mobile Software Co Ltd | Measurement method, base station, multi-mode terminal, communication device and storage medium |
Also Published As
Publication number | Publication date |
---|---|
US7911988B2 (en) | 2011-03-22 |
CA2533145C (en) | 2013-04-09 |
EP1654717A2 (en) | 2006-05-10 |
EP1654717A4 (en) | 2011-09-28 |
JP2006528469A (en) | 2006-12-14 |
EP1654717B1 (en) | 2016-09-21 |
US8184563B2 (en) | 2012-05-22 |
JP4865553B2 (en) | 2012-02-01 |
JP2015042992A (en) | 2015-03-05 |
JP5837024B2 (en) | 2015-12-24 |
JP2012037524A (en) | 2012-02-23 |
JP2011043509A (en) | 2011-03-03 |
JP2014066718A (en) | 2014-04-17 |
JP5307097B2 (en) | 2013-10-02 |
RU2006105632A (en) | 2006-08-10 |
US20070216540A1 (en) | 2007-09-20 |
RU2362213C2 (en) | 2009-07-20 |
US20110105149A1 (en) | 2011-05-05 |
WO2005010549A3 (en) | 2005-04-21 |
CA2533145A1 (en) | 2005-02-03 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CA2533145C (en) | Selecting a navigation solution used in determining the position of a device in a wireless communication system | |
EP1986017B1 (en) | Method and apparatus for improving radio location accuracy with measurements | |
US9513375B2 (en) | Positioning system and method using GPS with wireless access points | |
US7917156B2 (en) | Position determination for a wireless terminal in a hybrid position determination system | |
EP2434308B1 (en) | Method And System For Validating A Mobile Station Location Fix | |
US7724186B2 (en) | Enhanced aiding in GPS systems | |
Soliman et al. | gpsOne/sup TM: a hybrid position location system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
AK | Designated states |
Kind code of ref document: A2 Designated state(s): AE AG AL AM AT AU AZ BA BB BG BR BW BY BZ CA CH CN CO CR CU CZ DE DK DM DZ EC EE EG ES FI GB GD GE GH GM HR HU ID IL IN IS JP KE KG KP KR KZ LC LK LR LS LT LU LV MA MD MG MK MN MW MX MZ NA NI NO NZ OM PG PH PL PT RO RU SC SD SE SG SK SL SY TJ TM TN TR TT TZ UA UG US UZ VC VN YU ZA ZM ZW |
|
AL | Designated countries for regional patents |
Kind code of ref document: A2 Designated state(s): BW GH GM KE LS MW MZ NA SD SL SZ TZ UG ZM ZW AM AZ BY KG KZ MD RU TJ TM AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HU IE IT LU MC NL PL PT RO SE SI SK TR BF BJ CF CG CI CM GA GN GQ GW ML MR NE SN TD TG |
|
121 | Ep: the epo has been informed by wipo that ep was designated in this application | ||
DPEN | Request for preliminary examination filed prior to expiration of 19th month from priority date (pct application filed from 20040101) | ||
ENP | Entry into the national phase |
Ref document number: 2533145 Country of ref document: CA |
|
WWE | Wipo information: entry into national phase |
Ref document number: 2006521260 Country of ref document: JP |
|
REEP | Request for entry into the european phase |
Ref document number: 2004757233 Country of ref document: EP |
|
WWE | Wipo information: entry into national phase |
Ref document number: 2004757233 Country of ref document: EP |
|
WWE | Wipo information: entry into national phase |
Ref document number: 2006105632 Country of ref document: RU |
|
WWP | Wipo information: published in national office |
Ref document number: 2004757233 Country of ref document: EP |
|
WWE | Wipo information: entry into national phase |
Ref document number: 10565993 Country of ref document: US Ref document number: 2007216540 Country of ref document: US |
|
WWP | Wipo information: published in national office |
Ref document number: 10565993 Country of ref document: US |