CN105208653A - Wireless communication terminal positioning method - Google Patents

Wireless communication terminal positioning method Download PDF

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Publication number
CN105208653A
CN105208653A CN201510646636.8A CN201510646636A CN105208653A CN 105208653 A CN105208653 A CN 105208653A CN 201510646636 A CN201510646636 A CN 201510646636A CN 105208653 A CN105208653 A CN 105208653A
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Prior art keywords
target device
positioning equipment
region
target
signal
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CN201510646636.8A
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Inventor
刘武当
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Guangzhou Huiruisitong Information Technology Co Ltd
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Guangzhou Huiruisitong Information Technology Co Ltd
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Priority to CN201510646636.8A priority Critical patent/CN105208653A/en
Publication of CN105208653A publication Critical patent/CN105208653A/en
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W64/00Locating users or terminals or network equipment for network management purposes, e.g. mobility management
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO 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
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/02Position-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
    • G01S5/0257Hybrid positioning
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO 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
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/02Position-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
    • G01S5/12Position-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 by co-ordinating position lines of different shape, e.g. hyperbolic, circular, elliptical or radial

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

The invention discloses a wireless communication terminal positioning method. A movable positioning device is used for positioning a target device; the movable positioning device measures the sum of time for propagating a signal from a base station to the target device and time for propagating the signal from the target device to the positioning device; an elliptic line with the position, where the base station and the positioning device are located, as the focus is determined; when a downlink signal and an upper uplink signal which are detected by the target device and the positioning device respectively are directly propagated, it is considered that the target device is on the elliptic line; when the downlink signal and the upper uplink signal which are detected by the target device and the positioning device respectively are not directly propagated, it is considered that the target device is located in the elliptic line; by means of multiple times of measurement, the intersection point of previous ellipses is used as the preferential positioning position for searching for the target device, whether position determining conditions are met or not is measured, and finally the position of the target device is determined. The wireless communication terminal positioning method has the advantage of being high in positioning precision and positioning efficiency.

Description

A kind of wireless communication terminal localization method
Technical field
The present invention relates to a kind of wireless location technology field, particularly a kind of wireless communication terminal localization method.
Background technology
Location technology is all widely used in military and civilian field, and such as navigation, personnel search and rescue.
At present, the method utilizing radio signal to position has the cellular cell positioning mode, Received signal strength field intensity positioning mode, fingerprint location method, TOA (time of advent) positioning mode, TDOA (time of advent is poor) positioning mode, AOA (angle of arrival) positioning mode etc. of mobile communication, or the hybrid locating method of above various localization method.
Wherein, cell localization method utilizes the positional information of community, communication terminal place to provide the rough position of target device, the target device signal that Received signal strength field intensity positioning mode uses electromagnetic transmission loss model and positioning equipment to receive estimates distance between the two, fingerprint location method use measure in advance and the signal characteristic of the diverse location stored to the signal mating target device with to the estimation of out position, transmission time between TOA positioning mode measurement target equipment and positioning equipment estimates distance between the two, the transmission time difference that TDOA positioning mode utilizes the signal of target device to arrive two different positioning equipments is focus on hyp a certain to determine that target device is in two positioning equipments, AOA positioning mode utilizes array antenna to provide the directional information of target device, hybrid locating method is then that mixing uses different localization methods to carry out location estimation to target device, to obtaining better locating effect.
Except the localization method that these are main, also there is the method utilizing elliptic curve to position.US Patent No. 2008/0009295A1 " Methodforthehighaccuracygeolocationofoutdoormobileemitte rsofCDMAcellularsystems ", give the method utilizing elliptic curve and AOA positioning mode to determine CDMA (code division multiple access) target device position, but it assumes from base station to target device to be straightline propagation; Chinese patent CN01126273 " a kind of method of locating user devices in cell mobile communication systems ", gives neighbor cell in cell mobile communication systems and receives mobile subscriber's signal thus determine that mobile subscriber is in the method on the ellipse that is focus of main plot and neighbor cell.
In these localization methods existing, the positioning equipment of use or the base station as positioning equipment are all fixed; And, when using elliptic curve to position, assume that base station is straightline propagation to the downstream signal of target device, target device to positioning equipment or as the signal of the base station of positioning equipment, owing to not considering that non-rectilinear propagates the impact brought, the deviation of locating can be caused in actual use.
Summary of the invention
In order to overcome the above-mentioned shortcoming of prior art with not enough, the object of the present invention is to provide a kind of wireless communication terminal localization method, utilizing removable positioning equipment and ellipse to carry out target terminal equipment location to promote positioning precision.
Object of the present invention is achieved through the following technical solutions:
A kind of wireless communication terminal localization method, uses removable positioning equipment to position target device, comprises the following steps:
S1 arranges region to be searched, is designated as the 1st region;
S2, in the 1st region, changes the position of removable positioning equipment;
After S3 moves to certain position, removable positioning equipment is used to search for the upward signal of target device;
If removable positioning equipment fails to search upward signal, jump to step S4;
If removable positioning equipment searches upward signal, jump to step S5;
S4 judges whether search reaches default termination condition;
If do not reach termination condition, jump to step S2;
If reach termination condition, then jump to step S10;
S5 measurement to the signal propagation time sum of removable positioning equipment, is designated as t1 from base station to target device and from target device; With the focus that the position of the position of base station and removable positioning equipment is ellipse, on ellipse o'clock is c*t1 to the distance sum of two focuses, and wherein c is the light velocity, determines an oval e1;
Region certainty residing for target device is limited to the public domain of the 1st region and oval e1 by S6, this public domain is set to the 1st region after upgrading, and the 1st region before upgrading is designated as the 0th region;
If the boundary line of S7 the 0th region and oval e1 is non-intersect, then judges that intra-zone that target device is less in the 1st region and oval e1, jump to step S4;
If S8 the 0th region and oval e1 intersect, so using the intersection point of the 0th region and oval e1 as target location to be selected, the near zone of target location to be selected is as the favored area of search target device, and the near zone of target location wherein to be selected is apart from the region within target location N rice scope to be selected and in the 1st region; Wherein 0≤N≤60;
S9 target location is got rid of/is confirmed: removable positioning equipment is moved to target location to be selected successively, at the near zone of target location to be selected, the upward signal of search target device, if the measurement result for the upward signal of target device meets location confirmation condition, then judge target device positioning equipment near zone at this moment, jump to step S10;
If the measurement result of the upward signal of target device does not meet location confirmation condition, then judge target device not positioning equipment near zone at this moment, positioning equipment is moved to another target location to be selected; If all target locations to be selected are all excluded, then jump to step S2;
If S10 obtains the signal that target location confirms, then provide the target location of target device; If there is no the signal that target location confirms, then only provide the 1st region residing for target device.
Termination condition described in step S4 comprises search time and searching times.
Location confirmation condition described in step S9, is specially:
Removable positioning equipment detects the power of the upward signal of target device greater than or equal to threshold value P0, wherein P0 >=-150dBm.
Location confirmation condition described in step S9, is specially:
Meet and be less than threshold value Δ t1 with base station to the difference in the propagation time of current positioning equipment if the signal propagation time sum from base station to target device and from target device to positioning equipment is t1, t1; Wherein Δ t1≤0.2 μ s.
Location confirmation condition described in step S9, is specially:
If removable positioning equipment detect the upward signal of target device greater than or equal to threshold value P1; Further, meet and be less than threshold value Δ t2 with base station to the difference in the propagation time of current positioning equipment if the signal propagation time sum from base station to target device and from target device to positioning equipment is t1, t1; Wherein P1 >=-150dBm, wherein Δ t2≤0.2 μ s.
Principle of the present invention is: for the target device using the base station downlink signal time received as the up transmission signal reference time, when its upward signal sent arrives positioning equipment, positioning equipment can determine the propagation time of signal from base station to target device and the propagation time sum from target device to positioning equipment, so just can determine an ellipse being focus with base station and positioning equipment present position, wherein on ellipse o'clock to the distance sum of two focuses be path length value corresponding to propagation time sum.When the downstream signal that target device and positioning equipment detect respectively and upward signal are all direct projection propagation, target device is on this ellipse; When the downstream signal that target device and positioning equipment detect respectively and upward signal exist non-direct projection propagation, target device is in the inside of this ellipse.In a word, ellipse determines the outer limit in region residing for target device.
Compared with prior art, the present invention has the following advantages and beneficial effect:
1. the removable positioning equipment that the present invention uses moves the localization method searching for target device in certain area, considers that non-rectilinear propagates the impact brought, improves positioning precision;
2. the present invention uses moveable positioning equipment, does not need transformation base station or terminal, does not affect the proper communication of network, reduce the cost of location;
3. the present invention uses the region of search of public part as target device of elliptical region, and confirm that target device can not be in outside elliptical region, the certainty of namely given region of search is strong;
4. the present invention uses the intersection point of all previous ellipse as the preferred orientation position of search target device, avoids the blindness of positioning equipment moving process, improves the efficiency of location.
Accompanying drawing explanation
Fig. 1 is the flow chart of the wireless communication terminal localization method of embodiments of the invention.
Fig. 2 is wireless cellular network schematic diagram.
Fig. 3 is up-descending timing relationship schematic diagram of CDMA.
Fig. 4 is up-descending timing relationship schematic diagram of LTE.
Fig. 5 is the ellipse that positioning equipment unitary determination is determined.
Fig. 6 is the ellipse figure having intersection point that positioning equipment twice mensuration is determined.
Fig. 7 is the ellipse figure without intersection point that positioning equipment twice mensuration is determined.
Embodiment
Below in conjunction with embodiment, the present invention is described in further detail, but embodiments of the present invention are not limited thereto.
Embodiment
As shown in Figure 1, the wireless communication terminal localization method of the present embodiment, uses removable positioning equipment to position target device, specifically comprises the following steps:
S1 arranges region to be searched, is designated as the 1st region;
S2, in the 1st region, changes the position of removable positioning equipment;
After S3 moves to certain position, removable positioning equipment is used to search for the upward signal of target device;
If removable positioning equipment fails to search upward signal, jump to step S4;
If removable positioning equipment searches upward signal, jump to step S5;
S4 judges whether search reaches default termination condition; Termination condition comprises search time and searching times;
If do not reach termination condition, jump to step S2;
If reach termination condition, then jump to step S10;
S5 measurement to the signal propagation time sum of removable positioning equipment, is designated as t1 from base station to target device and from target device; With the focus that the position of the position of base station and removable positioning equipment is ellipse, on ellipse o'clock is c*t1 to the distance sum of two focuses, and wherein c is the light velocity, determines an oval e1;
Region certainty residing for target device is limited to the public domain of the 1st region and oval e1 by S6, this public domain is set to the 1st region after upgrading, and the 1st region before upgrading is designated as the 0th region;
If the boundary line of S7 the 0th region and oval e1 is non-intersect, then judges that intra-zone that target device is less in the 1st region and oval e1, jump to step S4;
If S8 the 0th region and oval e1 intersect, so using the intersection point of the 0th region and oval e1 as target location to be selected, the near zone of target location to be selected is as the favored area of search target device, and the near zone of target location wherein to be selected is apart from the region within target location N rice scope to be selected and in the 1st region; Described N is 10;
S9 target location is got rid of/is confirmed: removable positioning equipment is moved to target location to be selected successively, at the near zone of target location to be selected, the upward signal of search target device, if the measurement result for the upward signal of target device meets location confirmation condition, then judge target device positioning equipment near zone at this moment, jump to step S10;
If the measurement result of the upward signal of target device does not meet location confirmation condition, then judge target device not positioning equipment near zone at this moment, positioning equipment is moved to another target location to be selected; If all target locations to be selected are all excluded, then jump to step S2;
Location confirmation condition described in this step, can be the one in following three kinds of conditions:
Condition 1: removable positioning equipment detects the power of the upward signal of target device greater than or equal to threshold value P0; Described threshold value P0 is-80dBm.
Condition 2: set the signal propagation time sum from base station to target device and from target device to positioning equipment to be less than threshold value Δ t1 with base station to the difference in the propagation time of current positioning equipment as t1, t1 meet; Described Δ t1 is 0.1 μ s.
Condition 3: set removable positioning equipment detect the upward signal of target device greater than or equal to threshold value as P1; Further, meet and be less than threshold value Δ t2 with base station to the difference in the propagation time of current positioning equipment if the signal propagation time sum from base station to target device and from target device to positioning equipment is t1, t1.Described P1 is-100dBm, and described Δ t2 is 0.2 μ s.
If S10 obtains the signal that target location confirms, then provide the target location of target device; If there is no the signal that target location confirms, then only provide the 1st region residing for target device.
Below whole design idea of the present invention is described:
In radio honeycomb communication system, base station as the equipment providing communication service, for terminal equipment provides downstream signal and the upward signal of receiving terminal apparatus.Usually, the overlay area of single base station is a hexagon, and a large amount of group of base stations covers bulk zone altogether, as shown in Figure 2.
Fig. 3 gives the base station of CDMA (code division multiple access) and the time relationship of mobile terminal.Mobile terminal needs a reference time of estimation for sending chip, symbol, time slot, frame and system time.At steady-state, the reference time of mobile terminal is no more than ± 1 μ s with the first footpath time deviation of the respective base station downstream signal received.I.e. certain time T, the signal of the free T mark of base station transmit band, the reference time T of mobile terminal using the first footpath signal time of certain channel of base station received as oneself, in fact, the time T that mobile terminal receives has had a transmission delay than the transmitting time T of base station; Then send upward signal as benchmark to base station, time mark is T, and receive time mark that mobile terminal sends in base station when being the signal of T, the real time is delayed the transmission delay of twice than time T.
Up-descending timing relationship of WCDMA (Wideband Code Division Multiple Access (WCDMA)) is: at UE (subscriber equipment) end, the transmission time of up DPCCH/DPDCH (Dedicated Physical Control Channel/Dedicated Physical Data Channel) frame is the first footpath signal delay T of descending DPCCH/DPDCH or F-DPCH (fractional dedicated physical channel) frame detected 0chip, wherein T 0for constant value, be fixed as 1024 WCDMA chips.
Fig. 4 give LTE (Long Term Evolution) up-downlink frame timing relationship is: at UE (subscriber equipment) end, UE sends the time of up-link wireless frame i, needs the time advance (N than the corresponding downlink radio frame i received tA+ N tAoffset) × T ssecond, wherein, 0≤N tA≤ 20512, for FDD (Frequency Division Duplexing (FDD)) pattern, N tAoffset=0; For TDD (time division duplex) pattern, unless specified, N tAoffset=624.
In CDMA, WCDMA and LTE tri-kinds of communication systems, or in some other communication system, mobile terminal sends the time of upward signal, is all with reference to descending signal time.Wherein, downstream signal time of directly receiving with end side time of the up transmission signal of CDMA as a reference; The descending DPCCH/DPDCH time delay T that the time that the up DPCCH/DPDCH of WCDMA sends receives than end side 0chip; Downlink radio frame time advance that the time that the up-link wireless frame of LTE sends receives than end side (N tA+ N tAoffset) × T ssecond.In position fixing process, positioning equipment can for specific communication standard, that eliminates the downstream signal reference time sending upward signal and reception in conjunction with the downstream signal received and/or downlink signaling does not line up phenomenon, thus obtains the transmission time sum from base station to terminal equipment, from terminal equipment to positioning equipment.
As shown in Figure 5, when the downstream signal 405 that target device 402 and positioning equipment 403 detect respectively and upward signal 406 are all direct projection propagation, the ellipse 404 that it is focus that positioning equipment can be determined with base station 401, positioning equipment 403, wherein on ellipse 404 o'clock to the distance sum of two focuses be from base station 401 to target device 402, from target device 402 to the distance c*t1 of electromagnetic transmission corresponding to the transmission time sum t1 of positioning equipment 403, target device 402 is on this ellipse; When there is non-direct projection propagation in the downstream signal 408 that target device 407 and positioning equipment 403 detect respectively and upward signal 409, although target device is also on ellipse 404, but positioning equipment observe from base station 401 to target device 407, from target device 407 to the distance c*t2 of electromagnetic transmission corresponding to the transmission time sum t2 of positioning equipment 403, the ellipse determined is 410, it equally with base station 401, positioning equipment 403 for focus, but on oval 410 o'clock to the distance sum of two focuses be c*t2.In a word, the determined ellipse of distance that the Electromagnetic Wave Propagation time sum from base station to target device and from target device to positioning equipment observed according to positioning equipment is corresponding, this ellipse determines the outer limit in region residing for target device.
Detect the signal of target device first at positioning equipment after, the ellipse determined can only provide the outer limit in region residing for target device, this positioning precision generally can't meet the demands, and needs combination more measurement the location estimation of target device could be obtained more accurate.
As shown in Figure 6, positioning equipment, at 502 places, has detected the signal of target device 506, the ellipse 503 that to determine with base station 501 and positioning equipment position 502 be focus.Positioning equipment is moved to 504 places, detected the signal of target device 506, the ellipse 505 that to determine with base station 501 and positioning equipment position 504 be focus.Oval 503 and oval 505 have two intersection points 506 and 507, if in twice measurement, downstream signal and upward signal are all that direct projection is propagated, and so, target device is in a bit in intersection point 506 and 507; If in twice measurement, there is non-direct projection and propagate in downstream signal and upward signal, so can only determine that target device is in the inside, public domain of oval 503 and oval 505, intersection point 506 and 507 is only the point of the vicinity of target device present position, using the optimum position of intersection point 506 and 507 as search target device.
As shown in Figure 7, removable positioning equipment, at 602 places, has detected the signal of target device, the ellipse 603 that to determine with base station 601 and positioning equipment position 602 be focus.Positioning equipment is moved to 604 places, detected the signal of target device, the ellipse 605 that to determine with base station 601 and positioning equipment position 604 be focus.Oval 603 and oval 605 do not have intersection point, now assert that the measurement at measuring position 604 place of larger oval 605 correspondences is invalid measurements, and as far as possible away from this panel region in follow-up search.
By above-mentioned analysis, known wireless communication terminal localization method of the present invention, considers that non-rectilinear propagates the impact brought, the removable positioning equipment of use, has the high advantage of efficiency of positioning precision, location.
Above-described embodiment is the present invention's preferably execution mode; but embodiments of the present invention are not limited by the examples; change, the modification done under other any does not deviate from Spirit Essence of the present invention and principle, substitute, combine, simplify; all should be the substitute mode of equivalence, be included within protection scope of the present invention.

Claims (5)

1. a wireless communication terminal localization method, is characterized in that, uses removable positioning equipment to position target device, comprises the following steps:
S1 arranges region to be searched, is designated as the 1st region;
S2, in the 1st region, changes the position of removable positioning equipment;
After S3 moves to certain position, removable positioning equipment is used to search for the upward signal of target device;
If removable positioning equipment fails to search upward signal, jump to step S4;
If removable positioning equipment searches upward signal, jump to step S5;
S4 judges whether search reaches default termination condition;
If do not reach termination condition, jump to step S2;
If reach termination condition, then jump to step S10;
S5 measurement to the signal propagation time sum of removable positioning equipment, is designated as t1 from base station to target device and from target device; With the focus that the position of the position of base station and removable positioning equipment is ellipse, on ellipse o'clock is c*t1 to the distance sum of two focuses, and wherein c is the light velocity, determines an oval e1;
Region certainty residing for target device is limited to the public domain of the 1st region and oval e1 by S6, this public domain is set to the 1st region after upgrading, and the 1st region before upgrading is designated as the 0th region;
If the boundary line of S7 the 0th region and oval e1 is non-intersect, then judges that intra-zone that target device is less in the 1st region and oval e1, jump to step S4;
If S8 the 0th region and oval e1 intersect, so using the intersection point of the 0th region and oval e1 as target location to be selected, the near zone of target location to be selected is as the favored area of search target device, and the near zone of target location wherein to be selected is apart from the region within target location N rice scope to be selected and in the 1st region; Wherein 0≤N≤60;
S9 target location is got rid of/is confirmed: removable positioning equipment is moved to target location to be selected successively, at the near zone of target location to be selected, the upward signal of search target device, if the measurement result for the upward signal of target device meets location confirmation condition, then judge target device positioning equipment near zone at this moment, jump to step S10;
If the measurement result of the upward signal of target device does not meet location confirmation condition, then judge target device not positioning equipment near zone at this moment, removable positioning equipment is moved to another target location to be selected; If all target locations to be selected are all excluded, then jump to step S2;
If S10 obtains the signal that target location confirms, then provide the target location of target device; If there is no the signal that target location confirms, then only provide the 1st region residing for target device.
2. wireless communication terminal localization method according to claim 1, is characterized in that, the termination condition described in step S4 comprises search time and searching times.
3. wireless communication terminal localization method according to claim 1, is characterized in that, the location confirmation condition described in step S9, is specially:
Removable positioning equipment detects the power of the upward signal of target device greater than or equal to threshold value P0, wherein P0 >=-150dBm.
4. wireless communication terminal localization method according to claim 1, is characterized in that, the location confirmation condition described in step S9, is specially:
Meet and be less than threshold value Δ t1 with base station to the difference in the propagation time of current positioning equipment if the signal propagation time sum from base station to target device and from target device to positioning equipment is t1, t1; Described Δ t1≤0.2 μ s.
5. wireless communication terminal localization method according to claim 1, is characterized in that, the location confirmation condition described in step S9, is specially:
If removable positioning equipment detect the upward signal of target device greater than or equal to threshold value P1; Further, meet and be less than threshold value Δ t2 with base station to the difference in the propagation time of current positioning equipment if the signal propagation time sum from base station to target device and from target device to positioning equipment is t1, t1; Wherein P1 >=-150dBm, wherein Δ t2≤0.2 μ.
CN201510646636.8A 2015-09-30 2015-09-30 Wireless communication terminal positioning method Pending CN105208653A (en)

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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106341883A (en) * 2016-08-23 2017-01-18 中国联合网络通信集团有限公司 Positioning method and positioning device
US10051422B1 (en) 2017-05-17 2018-08-14 Qualcomm Incorporated Method and/or system for positioning of a mobile device
CN109906642A (en) * 2016-11-04 2019-06-18 华为技术有限公司 A kind of positioning information transmission method, relevant device and system
CN110166999A (en) * 2019-07-11 2019-08-23 湖南海龙国际智能科技股份有限公司 A kind of target Bluetooth devices selection system and method towards moving process
CN110503794A (en) * 2019-08-01 2019-11-26 杭州朗鸿科技股份有限公司 A kind of wireless supervisory control system for commodity anti-theft
CN115087097A (en) * 2022-07-26 2022-09-20 深圳艾灵网络有限公司 Terminal positioning method, system, processing equipment and storage medium

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106341883A (en) * 2016-08-23 2017-01-18 中国联合网络通信集团有限公司 Positioning method and positioning device
CN109906642A (en) * 2016-11-04 2019-06-18 华为技术有限公司 A kind of positioning information transmission method, relevant device and system
CN109906642B (en) * 2016-11-04 2021-02-09 华为技术有限公司 Positioning information transmission method, related equipment and system
US11234207B2 (en) 2016-11-04 2022-01-25 Huawei Technologies Co., Ltd. Positioning information transmission method, related device, and system
US10051422B1 (en) 2017-05-17 2018-08-14 Qualcomm Incorporated Method and/or system for positioning of a mobile device
CN110166999A (en) * 2019-07-11 2019-08-23 湖南海龙国际智能科技股份有限公司 A kind of target Bluetooth devices selection system and method towards moving process
CN110166999B (en) * 2019-07-11 2022-05-10 湖南海龙国际智能科技股份有限公司 Target Bluetooth device selection system and method for moving process
CN110503794A (en) * 2019-08-01 2019-11-26 杭州朗鸿科技股份有限公司 A kind of wireless supervisory control system for commodity anti-theft
CN115087097A (en) * 2022-07-26 2022-09-20 深圳艾灵网络有限公司 Terminal positioning method, system, processing equipment and storage medium

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Application publication date: 20151230