WO2012099822A1 - Populating non-positional transmitter location databases using information about recognized positional transmitters - Google Patents
Populating non-positional transmitter location databases using information about recognized positional transmitters Download PDFInfo
- Publication number
- WO2012099822A1 WO2012099822A1 PCT/US2012/021439 US2012021439W WO2012099822A1 WO 2012099822 A1 WO2012099822 A1 WO 2012099822A1 US 2012021439 W US2012021439 W US 2012021439W WO 2012099822 A1 WO2012099822 A1 WO 2012099822A1
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- WO
- WIPO (PCT)
- Prior art keywords
- positional
- position information
- transmitters
- recognized
- transmitter
- Prior art date
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Classifications
-
- 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
- G01S5/0242—Determining the position of transmitters to be subsequently used in positioning
-
- 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
- G01S5/0257—Hybrid positioning
-
- 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
- G01S5/0284—Relative positioning
-
- 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
- G01S5/14—Determining absolute distances from a plurality of spaced points of known location
Definitions
- the present invention relates to position location systems that utilize wireless signals to determine the location of an electronic device.
- the distance information is measured to determine the distance between the mobile station and the recognized positional transmitters.
- QLC PATENT recognized positional transmitters have a position that can be determined by the mobile station. For example, in satellite positioning systems (SPS) the position of the satellites can be computed by the mobile station.
- SPS satellite positioning systems
- the position of recognized positional transmitters is either stored in the mobile station, transmitted to the mobile station by the recognized positional transmitter, or transmitted to the mobile station from a database of
- the position of the mobile station can be computed using the position of the recognized positional transmitters and the distance between the recognized positional
- transmitters and the mobile station using triangulation methods when four recognized positional transmitters are available to the mobile station.
- a mobile station refers to a device such as a cellular or other wireless communication device, personal communication system (PCS) device, personal navigation device (PND) , Personal Information Manager (PIM) ,
- PCS personal communication system
- PND personal navigation device
- PIM Personal Information Manager
- PDA Personal Digital Assistant
- mobile station is also intended to include devices which
- PND personal navigation device
- mobile station is intended to include all devices, including wireless communication devices, computers, laptops, etc.
- reception, and/or position-related processing occurs at the device, at a server, or at another device associated with the QLC PATENT network. Any operable combination of the above are also considered a "mobile station.”
- Conventional positioning systems include satellite positioning systems (SPS) , such as the United States Global Positioning System (GPS) , the Russian Glonass system, the European Galileo system, any system that uses satellites from a combination of satellite systems, or any satellite system developed in the future. Furthermore, many satellite positioning systems also use pseudolites or a combination of satellites and pseudolites . Pseudolites are ground-based transmitters that broadcast a PN code or other ranging code
- SPS signals is intended to include SPS-like signals from
- pseudolites or equivalents of pseudolites.
- recognized positional transmitters encompass transceivers that can receive signals from the mobile station.
- the position of cellular base stations can be transmitted to the mobile station over the cellular network or stored in the mobile station.
- GPS satellites transmit satellite positioning signal, a Gold code, i.e. (a pseudo random sequence), as well as data on clock timing.
- a Gold code i.e. (a pseudo random sequence)
- each GPS satellite transmits a different Gold code.
- the distance between the satellite and a mobile station is calculated as a pseudo range that is based on the time delay measured between the received signal from the GPS satellite and a local clock on the mobile station.
- Cellular base stations periodically transmit a pseudo-random sequence that uniquely identifies each cellular base station in the cellular network.
- This pseudo random sequence is often referred to as a "pilot signal If the transmit time of the pilot signal is known, a measurement of the "time of arrival" of pilot signal at the mobile station provides the distance information between the cellular base station and the mobile station.
- cellular base stations signals may suffer from various issues in urban areas, such multipath signals, reflected signals, and blocked signals. These issues may prevent a mobile stations from receiving usable signals from the cellular base stations.
- non-positional transmitters do not provide position information or distance information but can be uniquely identified by the mobile station.
- non-positional transmitters include wireless access points in wireless local area networks (WLAN) , WiFi access points, femtocells, and Bluetooth transmitters.
- WLAN wireless local area networks
- WiFi WiFi access points
- femtocells femtocells
- Bluetooth transmitters a database of non-positional transmitter locations is maintained. The mobile station detects one or more non-positional transmitters and then contacts a database server that maintains the non-positional transmitter location database. Based on the set of non- positional transmitters detected by the mobile station and the positional information from the recognized positional transmitters, an approximate position for the mobile station can be determined.
- non-positional transmitter location database is a very difficult task. Furthermore, even if the non-positional transmitter location data base is created, regular maintenance of the non-positional
- transmitter location data base must be performed to handle new, removed, replaced, or moved non-positional transmitters.
- the term "populating" a non-positional transmitter location database includes both creating and maintaining the non-positional transmitter location database.
- a location collection station is "driven” around the area and collects information about non- positional transmitter in the area. The position of the location collection station is carefully monitored during the drive run to generate location data for the non-positional transmitters. While, the database of non-positional
- the end users will have difficulty obtaining a location for the non-positional transmitter.
- the non-positional transmitters that can not be received from locations where positional transmitter signals can be received will never get into the database .
- transmitter location for use with hybrid positioning systems that combine recognized positioning systems with non- positional transmitters.
- the present invention provides low cost and accurate method and system for populating non- positional transmitter databases.
- the mobile stations transmits information regarding the non- positional transmitter as well as information regarding QLC PATENT recognized positional transmitters to a non-positional transmitter location (NPT_L) database server.
- NPT_L database server aggregates the information received from multiple mobile stations for the particular non-positional transmitter to calculate the location of the non-positional transmitter.
- the location of the non-positional transmitter is then transmitted to the mobile station so that the mobile station can calculate a location of the mobile station. It should be noted that the mobile station does not necessarily need to acquire distance from 4 positional transmitters and come up with it's location for the present invention.
- a database server receives position information regarding a first set of recognized positional transmitters and
- the database server receives position information regarding a second set of recognized positional transmitters and identification information regarding the same non-positional transmitter from a second mobile station.
- the database server can combine the information from both of the mobile stations to calculate the location of the non-positional transmitter based on the position information regarding the first set of recognized positional transmitters and the position
- FIG. 1 is a simplified diagram of an urban setting with multiple base stations, satellites and mobile stations.
- FIG. 2 is a flow diagram of a method for providing information for determining the location of a non-positional transmitter in accordance with one aspect of the present invention .
- FIG. 3 is a flow diagram of a for a NPT_L database server in accordance with one aspect of the present
- FIG. 4 is a flow diagram of a method to calculate an approximate NPT location in accordance with one aspect of the present invention.
- FIG. 5 is a block diagram of a mobile station in accordance with one aspect of the present invention.
- FIG. 6 is a block diagram of a database server in accordance with one aspect of the present invention.
- hybrid positioning systems make use of both recognized positioning transmitters and non- positioning transmitters to determine the position of a mobile station.
- the approximate location of the non-positioning transmitter must be known to the hybrid positioning system.
- hybrid positioning systems maintain a non-positional transmitter location database that stores the location of non-positional transmitters that are within the areas covered by the hybrid positioning system.
- the present invention provides methods and systems to dynamically populate and maintain a non- positioning transmitter location database.
- FIG. 1 illustrates a situation in which
- FIG. 1 illustrate QLC PATENT satellites 112 and 114, which carry recognized positional transmitters, base stations 122 and 124, which are used in a cellular phone system and also act as recognized positional transmitters, a non-positional transmitter (NPT) 142, an obstruction 132, a non-positional transmitter location database server 170 (hereinafter referred to as NPT_L database server 170), and mobile stations 152 and 154.
- the base stations 122 and 124 are coupled to the NPT_L database server 170 by a communications network 160.
- Mobile stations 152 and 154 uses hybrid positioning that combines satellite positioning, base station positioning, and positioning based on non-positional transmitters.
- Obstruction 132 blocks signals from the recognized positional transmitter on satellite 112 from reaching mobile station 152.
- mobile station 152 is able to receive distance information and identifying information from base station 122, base station 124, and the recognized positioning transmitter on satellite 114.
- mobile station 152 also receives identifying information from non-positional transmitter 142.
- mobile station 152 receives distance information and identifying information from three recognized positional transmitter and detects a non-positional
- NPT_L database server 170 would contact NPT_L database server 170 to look up the location of the non-positional transmitter 142. However, if the non-positional transmitter 142 is not in the NPT_L database maintained by the NPT_L database sever 170, mobile station 152 is not able to determine the position of mobile station 152 because four position sources are used for triangulation methods .
- Mobile station 154 is able to receive distance information and identifying information from the recognized positional transmitters on satellite 112 and 114, the identifying information and distance information from mobile station 154, and identifying information from the non- QLC PATENT positional transmitter 142. However, mobile station 154 is too far from base station 122 to receive the distance information and identifying information from the base station 122. Like mobile station 152, mobile station 154 contacts the NPT_L database server 170 to look up the location of the non-positional transmitter 142. However, if the non- positional transmitter 142 is not in the NPT_L database maintained by the NPT_L database sever 170, mobile station 154 is not able to determine the position of mobile station
- methods and systems of the present invention can provide approximate locations for non- positional transmitter using mobile stations.
- the mobile stations when mobile stations detect non-positional transmitters, the mobile stations are configured to transmit distance information and identifying information from the various recognized
- the NPT_L database server aggregates the information received from multiple mobile stations and calculates an approximate location for the non-positional transmitters.
- mobile station 152 is configured QLC PATENT to transmit the distance and identifying information from recognized positional transmitter on satellite 114, the distance information and identifying information from base stations 122 and 124, and identifying information from the non-positional transmitter 142.
- RPT_L database server 170 makes the approximation that the position of the mobile station 152 is close to the location of the non-positional transmitter 152.
- identifying information received by the mobile station 142 from the base stations 122 and 124 and from the recognized positional transmitter on satellite 114 is applicable for an approximate location of the non-positional transmitter 142.
- mobile station 152 has information from only three recognized non-positional transmitters, an accurate approximate location for can not yet be calculated.
- second mobile station 154 When the second mobile station 154 detects the non- positional transmitter 142, second mobile station 154 transmits the distance information and identifying
- RPT_L database server 170 makes the approximation that the position of the mobile station 154 is close to the location of the non-positional transmitter 142.
- NPT_L location database server aggregates the information from mobile station 154 with the stored information previously received from mobile station 152 to calculate an approximate location for non-positional transmitter 142.
- the approximate location is transmitted to mobile station 154 which can now QLC PATENT calculate a position of mobile station 154.
- NPT_L location database server 170 can calculate the position of mobile station 154 directly.
- NPT_L location database server 170 can enhance the accuracy of the
- FIG. 1 includes a single non- positional transmitter (i.e. NPT 142) .
- NPT 142 non-positional transmitter
- FIG. 1 includes a single non-positional transmitter (i.e. NPT 142) .
- NPT 142 non-positional transmitter
- multiple non-positional transmitters would be detected by a mobile station.
- the same process described herein for a single non-positional transmitter can be easily applied to multiple non-positional transmitters.
- FIG. 2 is a flow diagram of a method for providing information from a mobile station for determining the location of a non-positional transmitter in accordance with one aspect of the present invention. The method of FIG. 2 begins when a mobile station attempts to determine the position of the mobile station in INITIATE POSITION
- the mobile station receives signals from recognized positioning transmitters in RECEIVE RPT SIGNALS 210. Specifically, the mobile station receives distance information and identifying information from unobstructed recognized positional transmitters within range of the mobile station. After receiving the available recognized positional transmitters signals (i.e. distance information and
- the mobiles station decodes the recognized positioning transmitter signals to calculate distance measures and positions for the recognized positional transmitters in DECODE RPT SIGNALS 212. If enough (generally 4) recognized positional transmitters are available to the mobiles station, the mobile station can calculate the position of the mobile station in CALCULATE MOBILE STATION QLC PATENT
- the mobile station receives identifying information from the unobstructed non-positional transmitters in RECEIVE NPT SIGNALS 220. For clarity, this figure only shows one mobile station, however many mobile stations may receive recognized positional transmitter signals and non-positional transmitter signals simultaneously. If any non-positional transmitters are detected, the mobile station contacts a non-positional transmitter location (NPT_L) database server in CONTACT NPT_L DATABASE SERVER 222. The mobile station then transmit identifying information about the non-positional transmitters to the NPT_L database server in TRANSMIT NPT IDENTIFICATION 224. The mobile station also transmit information about the recognized positional transmitters in TRANSMIT RPT
- the mobile station transmit the distance information and identifying information from each recognized positional transmitter to the NPT_L database server without decoding the information (i.e. information received in
- the mobile station transmit decoded information about the recognized positional transmitter such as the calculated position of the recognized positional transmitter and the distance between the recognized
- the mobile station may transmit internal information about the mobile station to the NPT_L database server in TRANSMIT MOBILE STATION INFORMATION 232.
- the mobile station might transmit internal clock data to the NPT_L data server.
- the mobile station may be configured to transmit the calculated position of the mobile station (i.e. the position from CALCULATE MOBILE STATION POSITION USING RPT INFORMATION 214) as part of the mobile station information to the NPT_L database server.
- the information transmitted to the NPT_L database server can be transmitted in any order.
- some mobile stations in accordance with other aspects of the present invention may transmit mobile station information prior to transmitting non-positional transmitter identifying information.
- the mobile station then receives a location for the non-positional transmitter from the NPT_L database server in RECEIVE NPT LOCATION 240. However, if the NPT_L database server can not provide a location for the non-positional transmitter, the mobile station may receive a status code, error code, or message to indicate that the location of a particular non-positional transmitter is not available from the NPT_L database server. The mobile station then
- the NPT_L database server calculates the position of the mobile station and transmits the position information to the mobile station.
- the mobile station instead receiving the location of the non- positional transmitter, the mobile station would receive the position of the mobile station from the NPT_L database server .
- FIG. 3 is a flow diagram for a NPT_L database server in accordance with one aspect of the present
- the NPT_L database server begins to QLC PATENT operate when a NPT location request is received from a mobile station in RECEIVE NPT LOCATION REQUEST 305.
- the NPT_L database server then receives identifying information for the non-positional transmitter that is the subject of the location request in RECEIVE NPT IDENTIFICATION 310.
- NPT_L database server also receives information regarding any recognized positional transmitters in RECEIVE RPT INFORMATION
- the information regarding the recognized positional transmitters can be distance
- the NPT_L database server also receives mobile station information in RECEIVE MOBILE STATION INFORMATION
- the mobile station information may include internal clock data, or even the position of the mobile station as calculated by the mobile station using information from recognized positional transmitters.
- NPT_L database server then stores the received information regarding the non-positional transmitter in a NPT_L database in STORE RECEIVED INFORMATION 330.
- the NPT_L database server calculates an approximate location for the non-positional transistor using the newly received information and
- NPT_L database server If the NPT_L database server is successful in calculating the approximate location of the Non-Positional transmitter by aggregating the current set of measurements with previously accumulated measurements (from other mobile stations), the NPT_L database server transmits the location to the mobile station in TRANSMIT NPT LOCATION 350.
- some versions of NPT_L database server may be configured to calculate the position of the mobile station using the information received from the mobile station and the stored information about the non-positional transmitter in CALCULATE QLC PATENT
- MOBILE STATION POSITION 360 These versions of the NPT_L database server then transmits the position of the mobile station in MOBILE STATION POSITION 370.
- the NPT_L Database Server 170 the location of a non-positional transmitter is calculated using trilateration using the information regarding the recognized positional transmitters received from the mobile station and the information received previously from other mobile stations. Furthermore, in some aspects of the present invention, some entries pertaining to a particular non-positional transmitter may be deleted as new entries are received. For example, in one aspect of the present invention, NPT_L Database Server 170 has a
- the NPT_L data base server replaces the most inaccurate entry. Accuracy in this situation is based on how closely the estimated locations based on one entry compares to the overall estimated location based on all of the entries.
- the NPT_L database server replaces the entry that is most correlated with the other entries for the same Non-Positional transmitter .
- Fig. 4 is a flow diagram of a method to calculate an approximate NPT location in accordance with one aspect of the present invention. Specifically, the method illustrated in Fig. 4 performs CALCULATE APPROXIMATE NPT LOCATION 340 in
- ENTRY 410 Then, a set of entry locations is calculated from the information received from the mobile station (see Fig.
- Entry locations include the possible location of the non-positional transmitter calculated from the incomplete information provided by a mobile station.
- LOCATIONS 440 If the approximate location can be calculated successfully (using the previously stored information and combining with new information from themobile station) the approximate location is then transmitted to the mobile station (See. Fig. 3) . Otherwise, the RPT information along with the identification of the non-positional transmitter is stored (until more information from other mobiles is received with the same non-positional transmitter) .
- NPT_L database server configured to perform the method of
- FIG. 3 can populate and maintain a NPT_L database using information from users of the hybrid positioning system.
- a hybrid positioning system in accordance with the principles of the present invention can calculate locations of non-positional transistors that may not be calculated using other methods.
- NPT_L database server can gather more RPT
- FIG. 5 is a simplified block diagram of a mobile station 500 in accordance with one aspect of the present invention.
- the mobile station of Fig. 5 includes antennas
- a user interface 530, a memory unit 540, a position calculation unit 550, a display unit 560, an audio unit 570, and a user interface
- NPT detection unit 522 which is coupled to antenna
- the indentifying information of the non-positional transmitters is provided to the control unit 530, which may store the identifying information in memory unit 540.
- communication system 524 which is coupled to antenna 514, is configured for two-way communication with a communication network that includes recognized positional transistor and the NPT_L database server.
- the communication network could be for example a cellular phone network or a WiFi system connected to the internet backhaul.
- RPT receiver 526 which is coupled to antenna 516, is configured to receive signals from recognized positional transmitters, such as from a satellite positioning system.
- a control unit 530 controls
- Control unit 530 generally includes a
- microprocessor and executes software stored in a memory unit
- Control unit 530 is configured so that mobile station
- control unit 530 is also configured to perform the functions necessary for a cellular phone.
- the mobile station 500 also includes a position calculation unit 540 which is configured to
- position calculation unit is implemented in software executing in control unit 530.
- Control unit 530 also controls the display unit 560, the audio unit 570 and the user interface 580.
- Display unit 560 which could be for example an LCD display, is used convey information to a user.
- Audio unit 570 usually includes a microphone and speaker for two way voice communication.
- User interface 580 is used for user input into the mobile station. User interface 580 can include keypads, touch screens, voice activated systems.
- antennas 512, 514, and 516 maybe combined into two antennas or a single antenna.
- Some mobile stations may omit RPT receiver 526 and antenna 516 and perform positioning using only RPT communication system 524 and NPT detection unit 522. Still other mobile stations may replace RPT communication system 524 with a communication system that is not used for position calculation .
- FIG. 6 is a block diagram of NPT_L database server 600, which includes a communication unit 610, a server control unit 620, a non positional transmitter (NPT) location calculation unit 630, a memory unit 640, a mobile station position calculation unit 650, a storage unit 660, and a non- positional transmitter location (NPT_L) database 665 within storage unit 660.
- Communication unit 610 is configured to communicate with a communication network which can also be used by mobile stations. Specifically, communication unit QLC PATENT
- 610 is configured to receive information from mobile stations
- Server control unit 620 which usually includes a microprocessor to execute software stored in memory unit 640, is configured to allow NPT_L database server
- server control unit 620 maintains the non-positional transmitter location database 665 in a storage unit 660, which can be for example a hard disk drive.
- NPT_L database server 600 also includes an NPT location calculation unit, which is
- NPT_L database server 600 the NPT location calculation unit 630 is implemented in software that is executed by server control unit 620.
- NPT_L database server 600 also include a mobile station position calculation unit 650 which is configured to
- Mobile station position calculation unit 650 could also be implemented in software that is executed by server control unit 620.
- Mobile station 500 and NPT_L database server 600 are described above as using control units (including
- control units may be implemented within one or more
- ASICs application specific integrated circuits
- DSPs digital signal processors
- QLC PATENT digital signal processing devices
- DSPDs DSPDs
- PLDs programmable logic devices
- FPGAs programmable gate arrays
- controllers microcontrollers
- electronic devices other electronic units designed to perform the functions described herein, or a combination thereof.
- the methodologies may be implemented with modules (e.g., procedures, functions, and so on) that perform the functions described herein.
- Any machine readable medium tangibly embodying instructions may be used in implementing the methodologies described herein.
- software codes may be stored in a memory and executed by a processor.
- Memory may be implemented within the processor or external to the processor.
- the term "memory" refers to any type of long term, short term, volatile, nonvolatile, or other memory and is not to be limited to any particular type of memory or number of memories, or type of media upon which memory is stored.
Abstract
Description
Claims
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
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KR1020137021653A KR101553127B1 (en) | 2011-01-17 | 2012-01-16 | Populating non-positional transmitter location databases using information about recognized positional transmitters |
CN201280005612.9A CN103329001B (en) | 2011-01-17 | 2012-01-16 | Populating non-positional transmitter location databases using information about recognized positional transmitters |
JP2013549605A JP5922150B2 (en) | 2011-01-17 | 2012-01-16 | Population of non-position transmitter location database using information about recognized location transmitters |
EP12704458.4A EP2666030A1 (en) | 2011-01-17 | 2012-01-16 | Populating non-positional transmitter location databases using information about recognized positional transmitters |
Applications Claiming Priority (4)
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US201161433459P | 2011-01-17 | 2011-01-17 | |
US61/433,459 | 2011-01-17 | ||
US13/350,576 | 2012-01-13 | ||
US13/350,576 US20120249373A1 (en) | 2011-01-17 | 2012-01-13 | Populating Non-Positional Transmitter Location Databases Using Information about Recognized Positional Transmitters |
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WO2012099822A1 true WO2012099822A1 (en) | 2012-07-26 |
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PCT/US2012/021439 WO2012099822A1 (en) | 2011-01-17 | 2012-01-16 | Populating non-positional transmitter location databases using information about recognized positional transmitters |
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US (1) | US20120249373A1 (en) |
EP (1) | EP2666030A1 (en) |
JP (2) | JP5922150B2 (en) |
KR (1) | KR101553127B1 (en) |
CN (1) | CN103329001B (en) |
WO (1) | WO2012099822A1 (en) |
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US20120249373A1 (en) * | 2011-01-17 | 2012-10-04 | Qualcomm Incorporated | Populating Non-Positional Transmitter Location Databases Using Information about Recognized Positional Transmitters |
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2012
- 2012-01-13 US US13/350,576 patent/US20120249373A1/en not_active Abandoned
- 2012-01-16 JP JP2013549605A patent/JP5922150B2/en not_active Expired - Fee Related
- 2012-01-16 WO PCT/US2012/021439 patent/WO2012099822A1/en active Application Filing
- 2012-01-16 EP EP12704458.4A patent/EP2666030A1/en not_active Withdrawn
- 2012-01-16 CN CN201280005612.9A patent/CN103329001B/en not_active Expired - Fee Related
- 2012-01-16 KR KR1020137021653A patent/KR101553127B1/en not_active IP Right Cessation
-
2016
- 2016-01-18 JP JP2016007252A patent/JP2016065883A/en active Pending
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WO2005004527A1 (en) * | 2003-06-27 | 2005-01-13 | Qualcomm, Incorporated | Method and apparatus for wireless network hybrid positioning |
WO2007025159A2 (en) * | 2005-08-24 | 2007-03-01 | Qualcomm Incorporated | Dynamic location almanac for wireless base stations |
Also Published As
Publication number | Publication date |
---|---|
KR20130124547A (en) | 2013-11-14 |
KR101553127B1 (en) | 2015-09-14 |
EP2666030A1 (en) | 2013-11-27 |
JP2016065883A (en) | 2016-04-28 |
CN103329001B (en) | 2015-07-22 |
JP2014507651A (en) | 2014-03-27 |
JP5922150B2 (en) | 2016-05-24 |
US20120249373A1 (en) | 2012-10-04 |
CN103329001A (en) | 2013-09-25 |
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