CN105868702A - WIFI positioning fingerprint collection device and method - Google Patents

WIFI positioning fingerprint collection device and method Download PDF

Info

Publication number
CN105868702A
CN105868702A CN201610178611.4A CN201610178611A CN105868702A CN 105868702 A CN105868702 A CN 105868702A CN 201610178611 A CN201610178611 A CN 201610178611A CN 105868702 A CN105868702 A CN 105868702A
Authority
CN
China
Prior art keywords
harvester
wifi
module
distance measurement
information
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201610178611.4A
Other languages
Chinese (zh)
Inventor
方维岚
胡庭川
晏小平
陆正卿
焦春子
朱恺真
徐斌
李刚
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai Tobacco Group Co Ltd
SIPPR Engineering Group Co Ltd
Original Assignee
Shanghai Tobacco Group Co Ltd
SIPPR Engineering Group Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Tobacco Group Co Ltd, SIPPR Engineering Group Co Ltd filed Critical Shanghai Tobacco Group Co Ltd
Priority to CN201610178611.4A priority Critical patent/CN105868702A/en
Publication of CN105868702A publication Critical patent/CN105868702A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/12Fingerprints or palmprints
    • G06V40/13Sensors therefor
    • 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
    • G01S5/16Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using electromagnetic waves other than radio waves
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W64/00Locating users or terminals or network equipment for network management purposes, e.g. mobility management
    • H04W64/006Locating users or terminals or network equipment for network management purposes, e.g. mobility management with additional information processing, e.g. for direction or speed determination

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Electromagnetism (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Abstract

The invention provides a WIFI positioning fingerprint collection device and method. The technology of infrared distance measurement is used for the efficient and precise determining of a positioning point and the collection of WIFI data. Moreover, the WIFI data collection is preferably carried out in a plurality of horizontal directions of a current positioning point, thereby preventing the instability of a WIFI signal and a large number of environment signal sources from affecting the accuracy of WIFI fingerprint positioning, and improving the obtaining effectiveness and accuracy of fingerprints. In addition, the device can obtain more real data through onsite WIFI data collection.

Description

A kind of WIFI location fingerprint harvester and method
Technical field
The present invention relates to positioning field, particularly relate to a kind of WIFI location fingerprint harvester and method.
Background technology
Because the collection point of WIFI location fingerprint requirement is many and scope wide, workmen how is helped quickly, accurately to find collection Point position also completes to gather, most important to the payment on time of whole system, effectively operation.
Industry mainly completes this work by two kinds of methods at present, and one is by drawing chi to measure/obscure with reference to realizing fixed point, relying on pen Note local terminal software or mobile terminal software complete to gather;Two is to build WIFI signal based on architectural plan to cover mathematical model, meter Calculation draws location fingerprint storehouse.The original poor efficiency of fixed-point operation mode of first method or error are uncontrollable, and second method departs from real Border environment, the result tried to achieve is simply possible to use in theoretical research, is unsatisfactory for implementing requirement.
Summary of the invention
The shortcoming of prior art in view of the above, it is an object of the invention to provide a kind of WIFI location fingerprint harvester and Method, untrue for solving the finger print data that WIFI location fingerprint collecting efficiency in prior art is low, error big and obtains Problem.
For achieving the above object and other relevant purposes, the present invention provides a kind of WIFI location fingerprint harvester, including: the One infrared distance measurement module, in order to detect the distance of described harvester distance front the first predeterminated position;Second infrared distance measurement module, The distance that detect described harvester distance left second predeterminated position vertical with described first infrared distance measurement module;3rd is infrared Range finder module, the distance that detect described harvester distance right threeth predeterminated position vertical with described first infrared distance measurement module; Information receiving module, in order to receive multiple collection points information;WIFI communication module, in order to gather WIFI data;Processing module, With described information receiving module, described first infrared distance measurement module, described second infrared distance measurement module, described 3rd infrared distance measurement Module and the electrical connection of described WIFI communication module, obtain the plurality of collection point information, selects successively to adopt with the plurality of A corresponding collection point in collection dot information is as anchor point, and operates below execution after the most selected described anchor point: order At least one in described second infrared distance measurement module and described 3rd infrared distance measurement module and described first infrared distance measurement module Proceed by detection, the collection point information of described result of detection with described anchor point is contrasted, and according to described comparison result After judging that described harvester arrives described anchor point, described WIFI communication module is made to start to gather WIFI data;And work as and institute State the WIFI data at each collection point that multiple collection points information is corresponding when the most gathering complete, upload and the plurality of collection point The WIFI data that information is corresponding.
In the present invention one specific embodiment, described harvester also includes that level keeps module, in order to make described harvester protect Water holding level state.
In the present invention one specific embodiment, described harvester also includes a memory module, electrically connects with described processing module, In order to store the plurality of collection point information and described collection data.
In the present invention one specific embodiment, described harvester also includes Buzzing module, electrically connects with described processing module, institute State processing module also in order to: arrive after described anchor point at harvester, make described Buzzing module carry out honeybee with the first buzzing pattern Ring;And/or after the WIFI data acquisition at current described anchor point terminates, make described Buzzing module with the second buzzing pattern Carry out buzzing.
In the present invention one specific embodiment, described processing module also in order to after described harvester arrives described anchor point, makes WIFI data are gathered with default acquisition time respectively in described WIFI communication module multiple directions in same level.
In the present invention one specific embodiment, described harvester is provided with multiple WIFI communication module, presets with described respectively Acquisition time gather the WIFI data in respective direction.
In the present invention one specific embodiment, described harvester is provided with a WIFI communication module, and is additionally provided with a rotation Revolving die block, electrically connects with described processing module, described processing module also in order to arrive after described anchor point at described harvester, Described rotary shaft is made to rotate with predeterminated frequency, to make described WIFI communication module adopt with default the most respectively The collection time gathers WIFI data.
In the present invention one specific embodiment, the plurality of direction is three directions, the current direction of the most described harvester, And become 120 degree and the direction of 240 degree with described current direction.
In the present invention one specific embodiment, also include liquid crystal panel display module, electrically connect with described processing module, in order to aobvious Show one or more in following information: described harvester is apart from the information of the distance of described anchor point, described first infrared survey The information of the distance of described harvester distance front the first predeterminated position, described second infrared distance measurement module detection is detected away from module The information of the distance of described harvester distance left the second predeterminated position, described 3rd described collection of infrared distance measurement module detection fill Put the information of distance of distance right the 3rd predeterminated position, described default acquisition time, the most lasting acquisition time, The angle information that the angle information in the plurality of direction and described harvester are presently in.
For achieving the above object and other relevant purposes, the present invention also provides for a kind of WIFI location fingerprint acquisition method, and application is such as WIFI location fingerprint harvester described in upper any one carries out the collection of WIFI location fingerprint.
As it has been described above, the WIFI location fingerprint harvester of the present invention and method, use infrared distance measurement technology, efficiently, accurately Determination anchor point carry out the collection of WIFI data, and in multiple horizontal directions of current anchor point, preferably carry out WIFI data Collection, WIFI signal can be avoided unstable and the impact of accuracy of sources of environmental interference multipair WIFI location fingerprint, carry The effectiveness of high fingerprint acquisition and accuracy, and the harvester of the present invention is by WIFI data acquisition on the spot, it is possible to obtain The most real data.
Accompanying drawing explanation
Fig. 1 is shown as the WIFI location fingerprint harvester of present invention module diagram in one embodiment.
Fig. 2 is shown as the WIFI location fingerprint harvester of present invention application schematic diagram in one embodiment.
Fig. 3 is shown as the WIFI location fingerprint harvester of present invention workflow schematic diagram in one embodiment.
Element numbers explanation
1 WIFI location fingerprint harvester
11 first infrared distance measurement modules
12 second infrared distance measurement modules
13 the 3rd infrared distance measurement modules
14 information receiving modules
15 WIFI communication modules
16 processing modules
Detailed description of the invention
Below by way of specific instantiation, embodiments of the present invention being described, those skilled in the art can be by disclosed by this specification Content understand other advantages and effect of the present invention easily.The present invention can also be added by the most different detailed description of the invention To implement or application, the every details in this specification can also be based on different viewpoints and application, in the essence without departing from the present invention Various modification or change is carried out under god.It should be noted that, the feature in the case of not conflicting, in following example and embodiment Can be mutually combined.
It should be noted that the diagram provided in following example illustrates the basic conception of the present invention the most in a schematic way, then scheme Component count, shape and size when showing assembly relevant in only display and the present invention rather than implement according to reality are drawn, in fact When border is implemented, the kenel of each assembly, quantity and ratio can be a kind of random change, and its assembly layout kenel is likely to the most multiple Miscellaneous.
WIFI fingerprint is a kind of novel indoor positioning technologies, is come by WIFI signal intensity in the case of without gps signal Determine the position that smart mobile phone is current, on current map, all set up " WIFI fingerprint ", research worker by WIFI intensity Mobile phone is installed the software of other smart mobile phone WIFI signal near following the tracks of, when mobile phone is connected to WIFI network when just Positioned by " WIFI fingerprint ".Before carrying out WIFI fingerprint location, WIFI fingerprint base to be obtained is the highest Effect, the key factor that fingerprint base will be to ensure that alignment system is effectively run accurately.Novelty of the present invention provide a kind of WIFI Location fingerprint harvester, specifically refers to Fig. 1, and described WIFI location fingerprint harvester 1 includes the first infrared distance measurement module 11, the second infrared distance measurement module the 12, the 3rd infrared distance measurement module 13, information receiving module 14, WIFI communication module 15, with And processing module 16.
Described first infrared distance measurement module 11 is in order to detect the described harvester 1 distance apart from front the first predeterminated position;Described The second infrared distance measurement module 12 detection described harvester 1 vertical with described first infrared distance measurement module 11 is apart from left second The distance of predeterminated position;Adopt described in the detection that described 3rd infrared distance measurement module 13 is vertical with described first infrared distance measurement module 11 The distance of acquisition means distance right the 3rd predeterminated position;During actual location, generally have only to open described second red simultaneously In outer range finder module 12 and described 3rd infrared distance measurement module 13 one and described first infrared distance measurement module 11.Specifically Open described second infrared distance measurement module 12 or described 3rd infrared distance measurement module 13 can be according to residing for harvester 1 at that time Orientation determines.
Described information receiving module 14 is in order to receive multiple collection points information;In a particular application, described collection point information includes adopting The positional information of collection point.
Described WIFI communication module 15 is in order to gather WIFI data.Preferably, described WIFI communication module 15 undertakes collection RSSI (Received Signal Strength Indication, the signal intensity instruction of the reception) value of periphery WIFI, transmission basis Data and the effect of collection data.
Described processing module 16 and described information receiving module 14, described first infrared distance measurement module 11, described second infrared survey Electrically connect away from module 12, described 3rd infrared distance measurement module 13 and described WIFI communication module 15, obtain the plurality of Collection point information, selects with a corresponding collection point in the information of the plurality of collection point successively as anchor point, and every time Following operation is performed: make described second infrared distance measurement module 12 and described 3rd infrared distance measurement module 13 after selected described anchor point In at least one and described first infrared distance measurement module 11 proceed by detection, by described result of detection and described anchor point Collection point information contrast, such as, when according to result of detection, find position and institute that described harvester 1 is presently in After stating the position coincidence of anchor point, it is judged that described harvester arrives described anchor point, makes described WIFI communication module start to adopt Collection WIFI data;It is theoretical that multi-direction infrared distance measurement fix-point method is derived from Descartes's rectangular coordinate system.With this harvester 1 it is i.e. The center of circle, the infrared distance measurement distance at least two vertical direction is both direction axle, it is achieved location fixes relatively.And infrared distance measurement Inferior centimeter order range accuracy can be reached.Preferably, described harvester 1 gathers after WIFI ED at current anchor point, Move to next collection point according to default order, continue to repeat above location and acquisition operations, until the plurality of collection When the WIFI data at each collection point that dot information is corresponding gather complete the most, upload corresponding with the plurality of collection point information WIFI data.And, it is preferred that the movement of described harvester 1, can be manually mobile, it is possible to according to the movement preset Sequentially, the collection point information obtained and the range measurement of several infrared distance measurement module automatically move.
In the present invention one specific embodiment, described harvester 1 also includes that level keeps module, in order to make described harvester 1 keeps level.In concrete application, described level keeps module for example, universal horizontal pearl module.
In the present invention one specific embodiment, described harvester 1 also includes a memory module, is electrically connected with described processing module 16 Connect, in order to store the plurality of collection point information and described collection data.
In the present invention one specific embodiment, described harvester 1 also includes Buzzing module, electrically connects with described processing module 16, Described processing module 6 also in order to: after described harvester 1 arrives described anchor point, make described Buzzing module with the first buzzing Pattern carries out buzzing;In concrete application, described first buzzing pattern the shortest ring three sound.And/or in current described location After WIFI data acquisition at Dian terminates, described Buzzing module is made to carry out buzzing with the second buzzing pattern.In concrete application, Described second buzzing pattern is for example, yowled.
In the present invention one specific embodiment, described processing module also in order to after described harvester 1 arrives described anchor point, Make and gather WIFI number with default acquisition time respectively in the described WIFI communication module 15 multiple directions in same level According to.
In the present invention one specific embodiment, described harvester 1 is provided with multiple WIFI communication module 15, respectively with described The acquisition time preset gathers the WIFI data in respective direction.
In the present invention one specific embodiment, described harvester 1 is provided with a WIFI communication module 15, and is additionally provided with One rotary module, electrically connects with described processing module 16, and described processing module 16 is also in order to arrive institute at described harvester 1 After stating anchor point, described rotary shaft is made to rotate with predeterminated frequency, to make described WIFI communication module 15 in a plurality of directions WIFI data are gathered respectively with default acquisition time.
In the present invention one specific embodiment, the plurality of direction is three directions, the most described harvester 1 work as front To, and become 120 degree and the direction of 240 degree with described current direction.
In the present invention one specific embodiment, also include liquid crystal panel display module, electrically connect with described processing module 16, in order to Show one or more in following information: described harvester 1 is apart from the information, described first red of the distance of described anchor point Outer range finder module 11 detects described harvester 1 apart from the information of the distance of front the first predeterminated position, described second infrared distance measurement Module 12 detects described harvester 1 apart from the information of the distance of left the second predeterminated position, described 3rd infrared distance measurement module 13 detect described harvesters 1 apart from the information of the distance of right the 3rd predeterminated position, described default acquisition time, current the most Through the angle information that lasting acquisition time, the angle information in the plurality of direction and described harvester 1 are presently in.
Referring again to shown in Fig. 2, it is shown as the application in one embodiment of the WIFI location fingerprint harvester 1 of the present invention Schematic diagram.The application of the present embodiment is certain space, be laid with around this space WIFI access point AP1, AP2, AP3…APn.Described harvester 1, in this space, quickly, accurately arrives the collection points of all requirements, and completes WIFI fingerprint collecting works.Such as No. 1 collection point requires away from dead ahead 4m, away from front-left 4m, and No. 2 collection points are away from first 8 meters Away from left 4 meters, No. 3 collection points away from front 12 meters away from left 4 meters.In the described harvester 13 infrared distance measurement modules by setting Two, measure distance dead ahead and the distance of front-left respectively, and carry out with the positional information of No. 1 collection point pre-set Relatively, according to comparative result, the position of described harvester 1 is constantly revised, to make described harvester 1 arrive described No. 1 Collection point, and if after station acquisition WIFI data 30S at 0 degree of shown angle, counterclockwise rotate 120 degree, continue to adopt Collection 30S, and another mistake hour hands rotate 120 degree, then gather 30s, after No. 1 collection point has gathered, need to move to successively No. 2, No. 3 collection points, repeat above acquisition operations.Until the WIFI data of all of collection point preset all gather complete, Then the data of collection are uploaded, such as, upload to the high in the clouds specified or the server specified or an other-end.
Refer to Fig. 3, be shown as the harvester of present invention workflow schematic diagram in one embodiment.Specific works Flow process is: pass collection point down;Keeping described harvester 1 is level;Extract the information of the 1st collection point;Make first infrared Range finder module 11 starts to measure the distance away from described harvester 1 dead ahead one predeterminated position, and makes and described first infrared distance measurement Module 12 or described second infrared distance measurement module 13 start to measure away from described harvester 1 front-left or the distance of front-right, and According to described 1st the collection point information extracted, it is judged that when described harvester 1 has arrived at described 1st collection point, 3 The short buzzing of sound, collection point is the most in place.Automatic/hand enter fingerprint collecting pattern, and successively at 0 degree of angle, 120 degree of angles and 240 degree of angles gather the WIFI data of 30S respectively, and make the buzzer 1 long buzzing of sound, and fingerprint collecting completes, and enter the next one and adopt A collection point repeated acquisition, WIFI data at the collection point instantly passed the most acquired complete time, by the WIFI data of all collections Uploading, WIFI location fingerprint collection terminates.
In another specific embodiment of the present invention, also provide for a kind of WIFI location fingerprint acquisition method, apply example performed as described above Described WIFI location fingerprint harvester 1 carries out the collection of WIFI location fingerprint.
In sum, the WIFI location fingerprint harvester of the present invention and method, use infrared distance measurement technology, efficiently, accurately Determination anchor point carry out the collection of WIFI data, and in multiple horizontal directions of current anchor point, preferably carry out WIFI data Collection, WIFI signal can be avoided unstable and the impact of accuracy of sources of environmental interference multipair WIFI location fingerprint, carry The effectiveness of high fingerprint acquisition and accuracy, and the harvester of the present invention is by WIFI data acquisition on the spot, it is possible to obtain The most real data.So, the present invention effectively overcomes various shortcoming of the prior art and has high industrial utilization.
The principle of above-described embodiment only illustrative present invention and effect thereof, not for limiting the present invention.Any it is familiar with this skill Above-described embodiment all can be modified under the spirit and the scope of the present invention or change by the personage of art.Therefore, such as All that in art, tool usually intellectual is completed under without departing from disclosed spirit and technological thought etc. Effect is modified or changes, and must be contained by the claim of the present invention.

Claims (10)

1. a WIFI location fingerprint harvester, it is characterised in that including:
First infrared distance measurement module, in order to detect the distance of described harvester distance front the first predeterminated position;
Second infrared distance measurement module, the detection described harvester distance left second vertical with described first infrared distance measurement module The distance of predeterminated position;
3rd infrared distance measurement module, the detection described harvester distance right threeth vertical with described first infrared distance measurement module The distance of predeterminated position;
Information receiving module, in order to receive multiple collection points information;
WIFI communication module, in order to gather WIFI data;
Processing module, with described information receiving module, described first infrared distance measurement module, described second infrared distance measurement module, Described 3rd infrared distance measurement module and the electrical connection of described WIFI communication module, obtain the plurality of collection point information, depend on Secondary selection with a corresponding collection point in the information of the plurality of collection point as anchor point, and in every time selected described location Perform following operation after Dian: make at least one in described second infrared distance measurement module and described 3rd infrared distance measurement module, with And described first infrared distance measurement module proceeds by detection, the collection point information of described result of detection with described anchor point is carried out Contrast, and according to described comparison result judge described harvester arrival described anchor point after, make described WIFI communication module Start to gather WIFI data;And the WIFI data at each collection point corresponding with the plurality of collection point information gather the most Time complete, upload the WIFI data corresponding with the plurality of collection point information.
WIFI location fingerprint harvester the most according to claim 1, it is characterised in that: also include that level keeps module, use To make described harvester keep level.
WIFI location fingerprint harvester the most according to claim 1, it is characterised in that: also include a memory module, with institute State processing module electrical connection, in order to store the plurality of collection point information and described collection data.
WIFI location fingerprint harvester the most according to claim 1, it is characterised in that: also include Buzzing module, with described Processing module electrically connects, described processing module also in order to: arrive after described anchor point at harvester, make described Buzzing module Buzzing is carried out with the first buzzing pattern;And/or after the WIFI data acquisition at current described anchor point terminates, order is described Buzzing module carries out buzzing with the second buzzing pattern.
WIFI location fingerprint harvester the most according to claim 1, it is characterised in that: described processing module is also in order in institute After stating the harvester described anchor point of arrival, make difference in described WIFI communication module multiple directions in same level WIFI data are gathered with default acquisition time.
WIFI location fingerprint harvester the most according to claim 5, it is characterised in that: described harvester is provided with multiple WIFI communication module, gathers the WIFI data in respective direction with described default acquisition time respectively.
WIFI location fingerprint harvester the most according to claim 5, it is characterised in that: described harvester is provided with one WIFI communication module, and be additionally provided with a rotary module, electrically connects with described processing module, described processing module also in order to After described harvester arrives described anchor point, described rotary shaft is made to rotate with predeterminated frequency, to make described WIFI Communication module gathers WIFI data with default acquisition time the most respectively.
WIFI location fingerprint harvester the most according to claim 5, it is characterised in that: the plurality of direction is three directions, It is respectively the current direction of described harvester, and becomes 120 degree and the direction of 240 degree with described current direction.
WIFI location fingerprint harvester the most according to claim 5, it is characterised in that: also include liquid crystal panel display module, Electrically connect with described processing module, in order to show one or more in following information: described harvester is apart from described location The information of the distance of point, described first infrared distance measurement module detect the distance of described harvester distance front the first predeterminated position Information, described second infrared distance measurement module detect described harvester distance left the second predeterminated position distance information, Described 3rd infrared distance measurement module detects the information of the distance of described harvester distance right the 3rd predeterminated position, described presets Acquisition time, currently the most lasting acquisition time, the angle information in the plurality of direction and described harvester work as Angle information residing for before.
10. a WIFI location fingerprint acquisition method, it is characterised in that application WIFI as according to any one of claim 1~9 Location fingerprint harvester carries out the collection of WIFI location fingerprint.
CN201610178611.4A 2016-03-25 2016-03-25 WIFI positioning fingerprint collection device and method Pending CN105868702A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610178611.4A CN105868702A (en) 2016-03-25 2016-03-25 WIFI positioning fingerprint collection device and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610178611.4A CN105868702A (en) 2016-03-25 2016-03-25 WIFI positioning fingerprint collection device and method

Publications (1)

Publication Number Publication Date
CN105868702A true CN105868702A (en) 2016-08-17

Family

ID=56625933

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610178611.4A Pending CN105868702A (en) 2016-03-25 2016-03-25 WIFI positioning fingerprint collection device and method

Country Status (1)

Country Link
CN (1) CN105868702A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108761382A (en) * 2018-05-24 2018-11-06 重庆电子工程职业学院 Indoor positioning fingerprint characteristic harvester and method
CN112946567A (en) * 2021-01-26 2021-06-11 西安电子科技大学 Moving target fingerprint indoor positioning method based on domain confrontation neural network

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2013182147A1 (en) * 2012-10-18 2013-12-12 中兴通讯股份有限公司 Mobile terminal and method for obtaining location information about mobile terminal
CN203389058U (en) * 2013-07-23 2014-01-15 金陵科技学院 Intelligent guide stick with function of multidirectional infrared distance measurement
CN104202725A (en) * 2014-08-22 2014-12-10 百度在线网络技术(北京)有限公司 Indoor fingerprint collection method, device and apparatus
CN104703143A (en) * 2015-03-18 2015-06-10 北京理工大学 Indoor positioning method based on WIFI signal strength
CN105072580A (en) * 2015-08-25 2015-11-18 深圳先进技术研究院 WIFI (Wireless Fidelity) fingerprint map automatic acquisition system and method based on sweeping robot

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2013182147A1 (en) * 2012-10-18 2013-12-12 中兴通讯股份有限公司 Mobile terminal and method for obtaining location information about mobile terminal
CN203389058U (en) * 2013-07-23 2014-01-15 金陵科技学院 Intelligent guide stick with function of multidirectional infrared distance measurement
CN104202725A (en) * 2014-08-22 2014-12-10 百度在线网络技术(北京)有限公司 Indoor fingerprint collection method, device and apparatus
CN104703143A (en) * 2015-03-18 2015-06-10 北京理工大学 Indoor positioning method based on WIFI signal strength
CN105072580A (en) * 2015-08-25 2015-11-18 深圳先进技术研究院 WIFI (Wireless Fidelity) fingerprint map automatic acquisition system and method based on sweeping robot

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108761382A (en) * 2018-05-24 2018-11-06 重庆电子工程职业学院 Indoor positioning fingerprint characteristic harvester and method
CN108761382B (en) * 2018-05-24 2021-09-28 重庆电子工程职业学院 Indoor positioning fingerprint feature acquisition device and method
CN112946567A (en) * 2021-01-26 2021-06-11 西安电子科技大学 Moving target fingerprint indoor positioning method based on domain confrontation neural network

Similar Documents

Publication Publication Date Title
CN104067145B (en) Beta pruning robot system
CN107687855B (en) Robot positioning method and device and robot
CN108235736B (en) Positioning method, cloud server, terminal, system, electronic device and computer program product
CN101923118B (en) Building influence estimation apparatus and building influence estimation method
CN104197899A (en) Mobile robot location method and system
CN106937303B (en) Base station testing method and system, terminal and cloud server
CN104507163B (en) A kind of RFID indoor locating systems and method using class honeycomb arrangement
CN103384358A (en) Indoor positioning method based on virtual reality and WIFI space field strength
CN110597937B (en) Unmanned intelligent inspection method, device, equipment and storage medium
CN111381586A (en) Robot and movement control method and device thereof
CN104197929B (en) Localization method, device and system based on geomagnetism and WIFI
JP7038743B2 (en) Positioning methods, devices and systems, positioning system layout methods, and storage media
CN104144005A (en) Bluetooth positioning system
CN105519140A (en) Method and device for locating AP
CN110134117A (en) Mobile robot repositioning method, mobile robot and electronic equipment
CN108460051A (en) Parking stall ground drawing generating method, apparatus and system
CN113795769B (en) Vehicle positioning method and device and vehicle
CN105868702A (en) WIFI positioning fingerprint collection device and method
CN110736963A (en) indoor Wi-Fi positioning method, device and storage medium based on CSI
CN205540799U (en) WIFI location fingerprint collection device
CN106643667B (en) Distance measuring method and device
CN105635958B (en) A kind of position data collecting method and apparatus
JP2015224943A (en) Position estimation system and position estimation method
CN111157012B (en) Robot navigation method and device, readable storage medium and robot
CN110596739B (en) Building identification system and method based on satellite positioning and WiFi module

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20160817