CN208569055U - A kind of positioning system merging Beidou or GPS and sensor - Google Patents

A kind of positioning system merging Beidou or GPS and sensor Download PDF

Info

Publication number
CN208569055U
CN208569055U CN201821254142.0U CN201821254142U CN208569055U CN 208569055 U CN208569055 U CN 208569055U CN 201821254142 U CN201821254142 U CN 201821254142U CN 208569055 U CN208569055 U CN 208569055U
Authority
CN
China
Prior art keywords
module
gps
beidou
wifi
mobile terminal
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.)
Expired - Fee Related
Application number
CN201821254142.0U
Other languages
Chinese (zh)
Inventor
刘贵生
李稚松
李卫宁
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.)
Compass Aerospace Satellite Application Technology Group Co Ltd
Original Assignee
Compass Aerospace Satellite Application Technology 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 Compass Aerospace Satellite Application Technology Group Co Ltd filed Critical Compass Aerospace Satellite Application Technology Group Co Ltd
Priority to CN201821254142.0U priority Critical patent/CN208569055U/en
Application granted granted Critical
Publication of CN208569055U publication Critical patent/CN208569055U/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Position Fixing By Use Of Radio Waves (AREA)
  • Navigation (AREA)

Abstract

The utility model relates to wireless location technology field more particularly to the positioning systems of a kind of fusion Beidou or GPS and sensor, which includes: at least one WIFI AP, for sending WIFI signal to mobile terminal;Mobile terminal, for the real-time reception Beidou positioning signal at outdoor or GPS positioning signal and the location information for storing each moment, indoors when the location information that stores newest moment acceleration parameter as indoor initial position and from this moment;Background server, the location information for being stored according to mobile terminal and acceleration parameter from this moment, Beidou positioning signal or GPS positioning signal, WIFI signal carry out fusion calculation to motion profile.The utility model can be merged by multi-party information and be accurately positioned mobile terminal.

Description

A kind of positioning system merging Beidou or GPS and sensor
Technical field
The utility model relates to wireless location technology field more particularly to a kind of fusion Beidous or GPS and sensor Positioning system.
Background technique
Demand with people to positioning and navigation increasingly increases, especially in complicated indoor environment, such as airport hall, exhibition In the environment such as the Room, warehouse, supermarket, library, underground parking, mine, it is often necessary to determine mobile terminal or its holder, set Grant the location information of article indoors.But limited by conditions such as positioning time, positioning accuracy and complex indoor environments, Cause that accurate indoor positioning can not be obtained always.
Beidou or GPS satellite positioning system are the most common ways of acquisition outdoor environment location information, but since satellite is believed It number is easy to be blocked by various barriers, the satellite positioning tech such as Beidou or GPS are not particularly suited for interior, and wireless indoor is fixed at present Position technology rapidly develops, it has also become the strong supplement of Beidou or GPS.
Existing indoor wireless locating system mainly uses the short-distance wireless skill such as infrared, ultrasonic wave, bluetooth, WIFI, RFID Art.
WIFI provides the solution of a high performance-price ratio.Many algorithm arrangements have also been proposed in practical application, Including measurement received signal to noise ratio (SNR), and use wider received signal strength method (RSSI).WIFI accuracy about exists In the range of 1 meter to 15 meters, but first (ACCESS POINT, connects several WIFI AP in system coverage area to setting needs Access point) fixed point acquires its location information and signal strength forming position database, and acquisition workload data is big, and in order to Reach higher precision, the position measuring and calculating setting of fixed point AP is comparatively laborious.WIFI AP is WIFI access point, such as be can be Wireless router, wireless exchange board etc..It is added if any new fixed point AP, needs to carry out its location information and signal strength After acquisition, it could be used to position.Another WIFI transceiver all can only region within 90 meters of covering radius, and due to wall and barrier A series of problems, such as hindering the influence of object, weak multipath, absorption and masking can be brought, and covering is had extremely in elevator & stairs etc. Angle, to influence its precision.WIFI can only orient a range of mobile device, its motion profile can not be depicted. WIFI positioning can only reflect mobile device with a distance from AP point, and the position of mobile terminal is at one using AP as the center of circle, distance In the range of radius, its specific orientation not can reflect.Especially when an AP point covers multiple rooms, it not can reflect Mobile device is on earth in which room.And WIFI is covered with dead angle, cannot accomplish all standing.
3D acceleration transducer is the motion profile that can be used at any time, and can continuously reflect mobile terminal, and no covering is dead Therefore angle can cope with heavy construction complex environment, but for a long time in use, its positioning accuracy declines.
Therefore, it is necessary to one kind can indoors it is outer seamlessly obtain in real time the pinpoint fusion Beidou of mobile terminal or The positioning system of GPS and sensor.
Summary of the invention
In view of the above problems, the utility model is proposed to overcome the above problem in order to provide one kind or at least partly solve Certainly the fusion Beidou of the above problem or the positioning system of GPS and sensor.
The one aspect of the utility model provides a kind of positioning system for merging Beidou or GPS and sensor, packet It includes:
At least one WIFI AP, for sending WIFI signal to mobile terminal;
Mobile terminal, at outdoor, real-time reception Beidou positioning signal or GPS positioning signal simultaneously store each moment Location information, indoors when, location information that the newest moment is stored is as indoor initial position and from this moment Acceleration parameter is sent to background server, and received Beidou positioning signal or GPS positioning signal and WIFI are believed Number it is sent to background server;
Background server, the location information for being stored according to mobile terminal and acceleration from this moment Parameter establishes motion of mobile terminals trajectory predictions model, according to Beidou positioning signal or GPS positioning signal, WIFI signal to prediction Motion profile carry out fusion correction, to obtain the real-time positioning system of mobile terminal, be sent to mobile terminal;
WIFI AP is electrically connected to mobile terminal, and mobile terminal is electrically connected to background server.
Further, mobile terminal includes wireless communication module, which includes:
First communication unit, the WIFI signal sent for real-time reception WIFI AP;
Second communication unit, location information for that will store as indoor initial position and from this moment plus Velocity vector parameter, Beidou positioning signal or GPS positioning signal and WIFI signal are sent to background server.
Further, the first communication unit is WIFI module.
Further, the second communication unit is WIFI module, 2G module, 3G module, 4G module, bluetooth module, NFC module With it is any in RFID module.
Further, WIFI AP is wireless router or wireless exchange board.
Further, mobile terminal further include:
Beidou positioning module or GPS positioning module, for receiving real-time reception Beidou positioning signal or GPS positioning signal, Obtain the location information at each moment;
3D acceleration transducer is used for real-time detection acceleration parameter;
Information storage module, location information and acceleration parameter for real-time storage each moment.
Further, Beidou positioning module or GPS positioning module and 3D acceleration transducer are electrically connected to information storage Module.
Further, background server includes wireless communication module, which is electrically connected with the second communication unit It connects.
Further, wireless communication module is WIFI module, 2G module, 3G module, 4G module, bluetooth module, NFC module With it is any in RFID module.
Further, mobile terminal is any in mobile phone, notebook, tablet computer, POS machine and vehicle-mounted computer.
The positioning system of fusion Beidou or GPS and sensor provided by the utility model, has compared with prior art It improves below:
1. in the fusion Beidou or GPS of the utility model and the positioning system of sensor, when mobile terminal is at outdoor Positioned using Beidou, when mobile terminal indoors when utilize Beidou or the position of GPS, 3D acceleration parameter, WIFI AP Confidence breath carries out fusion positioning, and the indoor and outdoor that can be realized mobile terminal is accurately positioned incessantly;
2. the fusion Beidou or GPS of the utility model and the positioning system of sensor are acceleration by interior structure figure Vector parameters provide reference, so that motion of mobile terminals trajectory predictions model is more accurate;
3. in the fusion Beidou or GPS of the utility model and the positioning system of sensor, motion feature algorithm model root It is pre- pointedly to establish motion of mobile terminals track according to the athletic posture of mobile terminal there are many motion feature algorithm model Model is surveyed, the precision of the indoor positioning of mobile terminal is improved.
The above description is merely an outline of the technical solution of the present invention, in order to better understand the skill of the utility model Art means should be implemented in accordance with the contents of the specification, and in order to allow above and other purpose of the utility model, feature and Advantage can be more clearly understood, special below to lift specific embodiment of the present utility model.
Detailed description of the invention
By reading the following detailed description of the preferred embodiment, various other advantages and benefits are common for this field Technical staff will become clear.The drawings are only for the purpose of illustrating a preferred embodiment, and is not considered as practical to this Novel limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings:
Fig. 1 is the connection block diagram that Beidou or the positioning system of GPS and sensor are merged in the utility model embodiment.
Specific embodiment
Exemplary embodiments of the present disclosure are described in more detail below with reference to accompanying drawings.Although showing the disclosure in attached drawing Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure It is fully disclosed to those skilled in the art.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in the utility model fields.Also It should be understood that those terms such as defined in the general dictionary, it should be understood that have and the context of the prior art In the consistent meaning of meaning, and unless otherwise will not be explained in an idealized or overly formal meaning by specific definitions.
Fig. 1 is the connection block diagram that Beidou or the positioning system of GPS and sensor are merged in the utility model embodiment, such as Shown in Fig. 1, the positioning system of fusion Beidou or GPS and sensor provided by the utility model, comprising: at least one WIFI AP, for sending WIFI signal to mobile terminal;Mobile terminal is used for real-time reception Beidou positioning signal or GPS at outdoor Positioning signal and the location information for storing each moment, indoors when, location information that the newest moment is stored is as indoor initial Position and acceleration parameter from this moment are sent to background server, and by received Beidou positioning signal or GPS positioning signal and WIFI signal are sent to background server;Background server, the position for being stored according to mobile terminal Information and acceleration parameter from this moment establish motion of mobile terminals trajectory predictions model, are positioned according to Beidou Signal or GPS positioning signal, WIFI signal carry out fusion correction to the motion profile of prediction, to obtain the real-time fixed of mobile terminal Position system, is sent to mobile terminal.WIFI AP is electrically connected to mobile terminal, and mobile terminal is electrically connected to background server.It is mobile Terminal motion profile prediction model is the appropriate parametric solution of acceleration according to the initial position of mobile terminal and the initial position The speed and direction of the mobile terminal of precipitation predicts the position of subsequent time mobile terminal, or next several moment are mobile The position of terminal, forming position-time diagram.
WIFI AP, mobile terminal and background server in the present embodiment, the structure and function of itself are existing skills Art, details are not described herein again, and the utility model is intended to protect the type of attachment between above-mentioned each device.
In practical applications, when mobile terminal indoors when, believed according to Beidou positioning signal or GPS positioning signal, WIFI Number fusion correction is carried out to the motion profile of prediction, specifically includes following three kinds of situations: first, Beidou positioning signal or GPS are fixed When the signal stabilization of position, using the location information at each moment in the Beidou positioning signal or GPS positioning signal to the movement rail of prediction Mark is corrected;Second, Beidou positioning signal or the timing of GPS positioning swinging of signal, the movement first with WIFI signal to prediction Track carries out fusion correction, in the utilization Beidou positioning signal or GPS positioning signal to the further school of motion profile after correction Just;When third, Beidou positioning signal or GPS positioning blackout, the movement rail of the position real time correction prediction of WIFI AP is utilized Mark.
It is sharp when mobile terminal is in outdoor in the fusion Beidou or GPS of the utility model and the positioning system of sensor Positioned with Beidou, when mobile terminal indoors when utilize Beidou or the position of GPS, 3D acceleration parameter, WIFI AP Information carries out fusion positioning so that indoors when, automatically switched according to different situation, make optimal selection, can be realized shifting The continual accurate positioning of indoor and outdoor of dynamic terminal.
Structure chart in background server locker room, doors structure figure include WIFI AP and interior structure figure, the interior structure It makes figure and provides reference for acceleration parameter, so that motion of mobile terminals trajectory predictions model is more accurate.
In practical applications, acceleration parameter combination interior structure figure such as channel, elevator & stairs and door etc. is predicted Thus the motion profile of mobile terminal out shows position and motion profile of the mobile terminal in building on map.Such as Server obtains the athletic posture of mobile terminal according to data in human body motion feature algorithm model, for example turns right, while and room The comparison of interior structural map, whether have door herein or turn right in the channel it is curved, if so, then showing access into door or the right side on map It turns round, if being herein straight channel, this athletic posture is not shown on map, but sees subsequent athletic posture.
Background server stores motion feature algorithm model, location information that background server stores mobile terminal and Acceleration parameter from this moment inputs in the motion feature algorithm model, establishes motion of mobile terminals trajectory predictions Model.In addition, motion feature algorithm model is according to the athletic posture of mobile terminal, there are many motion feature algorithm models.This reality With in the positioning system of novel fusion Beidou or GPS and sensor, motion feature algorithm model is according to the fortune of mobile terminal There are many motion feature algorithm models for dynamic posture, and pointedly to establish motion of mobile terminals trajectory predictions model, raising is moved The precision of the indoor positioning of dynamic terminal.
Referring to Fig. 1, mobile terminal includes wireless communication module, which includes: the first communication unit, is used for The WIFI signal that real-time reception WIFI AP is sent, first communication module is usually WIFI module;Second communication unit, being used for will Acceleration parameter of the location information of storage as indoor initial position and from this moment, Beidou positioning signal or GPS positioning signal and WIFI signal are sent to background server, and the second communication unit can be WIFI module, 2G module, 3G One or more of module, 4G module, bluetooth module, NFC module and RFID module.
Referring to Fig. 1, mobile terminal further include: Beidou positioning module or GPS positioning module, for receiving real-time reception Beidou Positioning signal or GPS positioning signal, obtain the location information at each moment;3D acceleration transducer is used for real-time detection acceleration Vector parameters;Information storage module, location information and acceleration parameter for real-time storage each moment.Mobile terminal is Refer to the computer equipment, including mobile phone, notebook, tablet computer, POS machine and vehicle-mounted computer etc. that can be used on the move. The model of 3D acceleration transducer can be, but not limited to XL40.
Beidou positioning module or GPS positioning module when being also used to indoors, when display positions Success Flag, connect in real time Beidou positioning signal or GPS positioning signal and the location information for storing each moment are received, it, will most when not showing positioning Success Flag After acceleration parameter of the location information of new moment storage as indoor initial position and from this moment is sent to Platform server, and received WIFI signal is sent to background server, mobile terminal further include: positioning switching module is used for Whether real-time detection Beidou positioning module or GPS positioning module show positioning Success Flag, if display positioning Success Flag, to Background server, which is sent, to be stopped calculating signal, if not showing positioning Success Flag, starts to calculate letter to background server transmission Number, it can not only realize the automatic switchover of positioning method, and avoid computing repeatedly for background server, reduce background server Calculating task amount.
Background server includes wireless communication module, and module is electrically connected background server with mobile terminal by wireless communication It connects.Wireless communication module is to appoint in WIFI module, 2G module, 3G module, 4G module, bluetooth module, NFC module and RFID module One.
WIFI AP, Beidou positioning module, GPS positioning module, 3D acceleration transducer, information storage in the present embodiment Module, wireless communication module, background server, the structure and function of itself are the prior arts, and details are not described herein again, this reality It is intended to protect the type of attachment between above-mentioned each device with novel.
The working principle of the positioning system of the fusion Beidou or GPS and sensor of the utility model is as follows: utilizing at least one A WIFI AP sends WIFI signal to mobile terminal;Using mobile terminal at outdoor, real-time reception Beidou positioning signal or GPS positioning signal and the location information for storing each moment, indoors when, location information that the newest moment is stored as it is indoor just Beginning position and acceleration parameter from this moment be sent to background server, and by received Beidou positioning signal Or GPS positioning signal and WIFI signal are sent to background server;Using at least one station acquisition device in real time to backstage Server sends orientation sensing signal;It the location information that is stored using background server according to mobile terminal and is opened from the moment The acceleration parameter of beginning establishes motion of mobile terminals trajectory predictions model, according to Beidou positioning signal or GPS positioning signal, WIFI signal and orientation sensing signal carry out fusion correction to the motion profile of prediction, to obtain the real-time positioning of mobile terminal System is sent to mobile terminal.
Finally, it should be noted that above embodiments are only to illustrate the technical solution of the utility model, rather than its limitations; Although the utility model is described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: It is still possible to modify the technical solutions described in the foregoing embodiments, or part of technical characteristic is carried out etc. With replacement;And these are modified or replaceed, various embodiments of the utility model technology that it does not separate the essence of the corresponding technical solution The spirit and scope of scheme.

Claims (10)

1. the positioning system of a kind of fusion Beidou or GPS and sensor characterized by comprising
At least one WIFI AP, for sending WIFI signal to mobile terminal;
Mobile terminal, at outdoor, real-time reception Beidou positioning signal or GPS positioning signal and the position for storing each moment Information, indoors when, the acceleration of location information that the newest moment is stored as indoor initial position and from this moment Degree vector parameters are sent to background server, and received Beidou positioning signal or GPS positioning signal and WIFI signal are sent out It send to background server;
Background server, the location information for being stored according to mobile terminal and acceleration parameter from this moment Motion of mobile terminals trajectory predictions model is established, according to Beidou positioning signal or GPS positioning signal, WIFI signal to the fortune of prediction Dynamic rail mark carries out fusion correction, to obtain the real-time positioning system of mobile terminal, is sent to mobile terminal;
WIFI AP is electrically connected to mobile terminal, and mobile terminal is electrically connected to background server.
2. the positioning system of fusion Beidou according to claim 1 or GPS and sensor, which is characterized in that mobile whole End includes wireless communication module, which includes:
First communication unit, the WIFI signal sent for real-time reception WIFI AP;
Second communication unit, the acceleration of location information as indoor initial position and from this moment for that will store Vector parameters, Beidou positioning signal or GPS positioning signal and WIFI signal are sent to background server.
3. the positioning system of fusion Beidou according to claim 2 or GPS and sensor, which is characterized in that first is logical Letter unit is WIFI module.
4. the positioning system of fusion Beidou according to claim 2 or GPS and sensor, which is characterized in that second is logical Letter unit is any in WIFI module, 2G module, 3G module, 4G module, bluetooth module, NFC module and RFID module.
5. the positioning system of fusion Beidou according to claim 2 or GPS and sensor, which is characterized in that WIFI AP For wireless router or wireless exchange board.
6. the positioning system of fusion Beidou according to claim 2 or GPS and sensor, which is characterized in that mobile whole End further include:
Beidou positioning module or GPS positioning module are obtained for receiving real-time reception Beidou positioning signal or GPS positioning signal The location information at each moment;
3D acceleration transducer is used for real-time detection acceleration parameter;
Information storage module, location information and acceleration parameter for real-time storage each moment.
7. the positioning system of fusion Beidou according to claim 6 or GPS and sensor, which is characterized in that Beidou is fixed Position module or GPS positioning module and 3D acceleration transducer are electrically connected to information storage module.
8. the positioning system of fusion Beidou according to claim 2 or GPS and sensor, which is characterized in that backstage takes Business device includes wireless communication module, which is electrically connected with the second communication unit.
9. the positioning system of fusion Beidou according to claim 8 or GPS and sensor, which is characterized in that channel radio Letter module is any in WIFI module, 2G module, 3G module, 4G module, bluetooth module, NFC module and RFID module.
10. the positioning system of fusion Beidou according to claim 1 or GPS and sensor, which is characterized in that mobile whole End is any in mobile phone, notebook, tablet computer, POS machine and vehicle-mounted computer.
CN201821254142.0U 2018-08-03 2018-08-03 A kind of positioning system merging Beidou or GPS and sensor Expired - Fee Related CN208569055U (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201821254142.0U CN208569055U (en) 2018-08-03 2018-08-03 A kind of positioning system merging Beidou or GPS and sensor

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201821254142.0U CN208569055U (en) 2018-08-03 2018-08-03 A kind of positioning system merging Beidou or GPS and sensor

Publications (1)

Publication Number Publication Date
CN208569055U true CN208569055U (en) 2019-03-01

Family

ID=65450157

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201821254142.0U Expired - Fee Related CN208569055U (en) 2018-08-03 2018-08-03 A kind of positioning system merging Beidou or GPS and sensor

Country Status (1)

Country Link
CN (1) CN208569055U (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108983272A (en) * 2018-08-03 2018-12-11 北斗国信智能科技(北京)有限公司 A kind of positioning system and localization method merging Beidou or GPS and sensor
CN110333521A (en) * 2019-06-26 2019-10-15 中船电子科技(三亚)有限公司 A kind of remote control water surface lifesaving equipment device people redundancy positioning system and localization method
CN111145385A (en) * 2019-12-19 2020-05-12 广州航天海特系统工程有限公司 Method, device, equipment and storage medium for displaying vehicle running condition
CN113419531A (en) * 2021-06-29 2021-09-21 东风汽车有限公司东风日产乘用车公司 Vehicle-mounted component control method, electronic device and storage medium

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108983272A (en) * 2018-08-03 2018-12-11 北斗国信智能科技(北京)有限公司 A kind of positioning system and localization method merging Beidou or GPS and sensor
CN110333521A (en) * 2019-06-26 2019-10-15 中船电子科技(三亚)有限公司 A kind of remote control water surface lifesaving equipment device people redundancy positioning system and localization method
CN111145385A (en) * 2019-12-19 2020-05-12 广州航天海特系统工程有限公司 Method, device, equipment and storage medium for displaying vehicle running condition
CN113419531A (en) * 2021-06-29 2021-09-21 东风汽车有限公司东风日产乘用车公司 Vehicle-mounted component control method, electronic device and storage medium

Similar Documents

Publication Publication Date Title
CN208569055U (en) A kind of positioning system merging Beidou or GPS and sensor
CN108761514A (en) A kind of positioning system and localization method merging the Big Dipper or GPS and sensor
CN104697517B (en) A kind of parking garage Multi-Targets Tracking and Positioning System
CN103068043B (en) A kind of indoor accurate positioning method based on WIFI and acceleration transducer
CN208521004U (en) A kind of positioning system merging Beidou or GPS and sensor
TWI489126B (en) System and method for dynamic correction of wireless signal strength
KR101728123B1 (en) Simultaneous Localization and Mapping by Using Earth's Magnetic Fields
CN103561462B (en) Indoor positioning system and method totally based on smart mobile terminal platform
CN103049772B (en) Indoor positioning based on passive radio frequency identification technique follows the tracks of system and method
CN108983272A (en) A kind of positioning system and localization method merging Beidou or GPS and sensor
CN107094319A (en) A kind of high-precision indoor and outdoor fusion alignment system and method
KR102328673B1 (en) Method And System for Controlling SmartHome based on Location
CN103644905A (en) Situation-related indoor positioning method and system
CN108445520A (en) A kind of indoor and outdoor based on high in the clouds builds drawing method, device, electronic equipment and computer program product
WO2023212983A1 (en) Audio positioning system and method for smart phone and wearable device, and terminal
CN104181500A (en) Real-time locating method based on inertia information and chance wireless signal characteristics
CN106170995A (en) Feedback in alignment system
CN112308998A (en) Indoor positioning intelligent inspection system and method based on Bluetooth
CN202153357U (en) Person accurate positioning system in fixed field
CN112995891A (en) Parking lot vehicle positioning method and system based on UWB
CN204461441U (en) A kind of parking garage Multi-Targets Tracking and Positioning System
CN105592418A (en) Method for accurately positioning AR glasses indoors in virtue of WIFI and G-sensor
Rozum et al. Bluetooth low power portable indoor positioning system using simo approach
CN110082719A (en) Unmanned plane positioning system and method
CN109254264A (en) Improved UHF-RFID positioning method

Legal Events

Date Code Title Description
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20190301

CF01 Termination of patent right due to non-payment of annual fee