[go: up one dir, main page]

CN112308998A - Indoor positioning intelligent inspection system and method based on Bluetooth - Google Patents

Indoor positioning intelligent inspection system and method based on Bluetooth Download PDF

Info

Publication number
CN112308998A
CN112308998A CN202011203474.8A CN202011203474A CN112308998A CN 112308998 A CN112308998 A CN 112308998A CN 202011203474 A CN202011203474 A CN 202011203474A CN 112308998 A CN112308998 A CN 112308998A
Authority
CN
China
Prior art keywords
bluetooth
cpu
positioning
terminal
base station
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
CN202011203474.8A
Other languages
Chinese (zh)
Inventor
罗金满
刘飘
黎玉青
晏晶
王莉娜
叶睿菁
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.)
Guangdong Power Grid Co Ltd
Dongguan Power Supply Bureau of Guangdong Power Grid Co Ltd
Original Assignee
Guangdong Power Grid Co Ltd
Dongguan Power Supply Bureau of Guangdong Power Grid 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 Guangdong Power Grid Co Ltd, Dongguan Power Supply Bureau of Guangdong Power Grid Co Ltd filed Critical Guangdong Power Grid Co Ltd
Priority to CN202011203474.8A priority Critical patent/CN112308998A/en
Publication of CN112308998A publication Critical patent/CN112308998A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C1/00Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
    • G07C1/20Checking timed patrols, e.g. of watchman
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/025Services making use of location information using location based information parameters
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W64/00Locating users or terminals or network equipment for network management purposes, e.g. mobility management
    • H04W64/003Locating users or terminals or network equipment for network management purposes, e.g. mobility management locating network equipment
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Position Fixing By Use Of Radio Waves (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

The invention discloses an indoor positioning intelligent inspection system based on Bluetooth, which comprises: the Bluetooth terminal is used as a Bluetooth positioning base station in the detected indoor area to deploy Bluetooth iBeacon indoor positioning equipment; and the inspection mobile device is used for moving the detected indoor area according to a planned route, is connected with the Bluetooth terminal, receives the signals of the Bluetooth base stations sent by the Bluetooth terminal, analyzes and processes the signals, and then calculates the distance from each base station according to the signal intensity. The invention does not need to upload data, has better real-time performance of positioning and routing inspection, almost has no time delay, and does not generate any flow in the positioning and routing inspection process.

Description

Indoor positioning intelligent inspection system and method based on Bluetooth
Technical Field
The invention relates to the technical field of technical positioning inspection, in particular to an indoor positioning intelligent inspection system and method based on Bluetooth.
Background
Micro-area addressing location is from the beginning, and basically, radio (namely RSS, received signal strength principle), infrared and ultrasonic wave are used as the implementation carriers of the location addressing scheme.
Currently, the mainstream indoor positioning technology is as follows:
(1) UWB (ultra wide band) pulse signals are analyzed by a plurality of sensors through TDOA and AOA positioning algorithms, the multi-path resolving power is strong, the precision is high, and the positioning precision can reach centimeter level. However, UWB is difficult to implement large-scale indoor coverage, and a mobile phone does not support UWB, so that the positioning cost is very high.
(2) And (3) positioning the RFID by adopting a card swiping mode, and carrying out interval positioning on the card swiping personnel or equipment according to the position of the reader. The main application is widely used in warehouse, mill, market on goods, commodity circulation location, ETC, official working attendance etc. can't fix a position in real time, and the location accuracy is low, does not have communication ability, and the interference killing feature is relatively poor.
(3) The ZigBee indoor positioning technology is characterized in that networking is formed between a plurality of blind nodes to be positioned and a reference node with a known position and a gateway, and all tiny blind nodes are coordinated and communicated with each other to realize total positioning. As a communication system with low power consumption and low cost, the signal transmission of ZigBee is greatly influenced by multipath effect and movement, and the positioning precision depends on the physical quality of a channel, the signal source density, the environment and the accuracy of an algorithm, so that the cost of positioning software is higher, and the space is greatly improved. ZigBee indoor positioning has been adopted by many large-scale factories and workshops as a personnel on duty management system.
(4) Ultrasonic positioning is performed, an application case is represented by Shopkic, an ultrasonic signal box is installed in a shop, and a microphone of a mobile phone detects sound waves, so that the positioning is realized, and the ultrasonic positioning system is mainly used for check-in of the shop. The ultrasonic wave has large attenuation in the air, is not suitable for large occasions, and is greatly influenced by multipath effect and non-line-of-sight propagation during reflection ranging, so that the investment of bottom hardware facilities needing accurate analysis and calculation is caused, and the cost is too high.
(5) Inertial navigation has poor indoor positioning effect due to uncertainty of initial attitude of the mobile phone and accuracy problems of an inertial sensor of the mobile phone. More and more people use autonomous inertial sensor positioning navigation to assist navigation at present, especially under the condition that the IOS mobile phone does not open interfaces such as RSSI and the like.
(6) LED location, the system realizes through the LED lamps and lanterns to the ceiling, and the lamps and lanterns send the scintillation signal like the Morse telegraph password, and is received and is detected by user's smart mobile phone camera again, and the positioning accuracy can be within 1 meter. The LED lamps and lanterns need be reformed transform in the LED location, increases the chip, increases the cost, and the infrared ray can only the stadia spread, and the penetrability is extremely poor also very easily receives environmental factor influences such as light, smog obvious. The positioning effect is limited. The method is suitable for accurate positioning and recording of the track of a simple object in a laboratory and positioning of the position of an indoor self-walking robot. Nevertheless, LED positioning is a very promising indoor positioning technology.
(7) Wi-Fi positioning, due to the popularity of Wi-Fi networks, has become very popular. Wi-Fi location can reach meter level location (1 ~ 10 meters), and there are two kinds Wi-Fi location technique, one kind is through the wireless signal intensity of mobile device and three wireless network access point, through the difference algorithm, carries out the triangulation location to people and vehicle relatively accurately. Another is to record the signal strength of the huge amount at a certain location point in advance and determine the location by comparing the signal strength of the newly added device to a database with huge amount data ("fingerprint" location). However, the iOS does not support Wi-Fi indoor positioning (Apple locks things at the Wi-Fi bottom layer, developers cannot know some Wi-Fi important messages), accurate positioning cannot be achieved, and response speed is low. Wi-Fi location is applicable to the location navigation to people or car, can be used to various occasions that need the location navigation such as medical institution, theme park, mill, market.
(8) The two products are mostly used for military and scientific detection at present, such as geomagnetic navigation commonly used for military underwater navigation, and computer vision navigation used for Mars vehicle navigation.
(9) Bluetooth beacon technology positioning, bluetooth positioning is based on RSSI (signal field strength indication) positioning principle. According to the different of the positioning end, the Bluetooth positioning mode is divided into network side positioning and terminal side positioning. The network side positioning system is composed of terminals (such as mobile phones and other terminals with low-power-consumption Bluetooth), Bluetooth beacon nodes, a Bluetooth gateway, a wireless local area network and a back-end data server.
As shown in fig. 1, a comparison graph of the various indoor micro-area addressing locations is shown, according to various location technologies and application scenarios, parameter indexes and advantages and disadvantages of the various technologies are as follows:
Figure BDA0002756240120000031
in conclusion, the various indoor micro-area addressing and positioning technologies in the prior art have poor comprehensive effect and cannot balance various parameter indexes.
Disclosure of Invention
Therefore, the embodiment of the invention provides an indoor positioning intelligent inspection system and method based on Bluetooth, and aims to solve the problems that various indoor micro-area addressing positioning technologies in the prior art are poor in comprehensive effect and cannot balance various parameter indexes.
In order to achieve the above object, an embodiment of the present invention provides the following:
the invention provides an indoor positioning intelligent inspection system based on Bluetooth, which comprises:
the Bluetooth terminal is used for deploying Bluetooth iBeacon indoor positioning equipment and is used as a Bluetooth positioning base station in the detected indoor area;
and the inspection mobile device is used for moving the detected indoor area according to a planned route, is connected with the Bluetooth terminal, receives the signals of the Bluetooth base stations sent by the Bluetooth terminal, analyzes and processes the signals, and then calculates the distance from each base station according to the signal intensity.
As a preferred scheme of the present invention, the inspection mobile device includes a bluetooth receiving module, a CPU and a power supply, the power supply is connected with the CPU and supplies power to the CPU, the bluetooth receiving module is connected with the CPU, the bluetooth receiving module is configured to receive a bluetooth base station signal sent by the bluetooth terminal and transmit the bluetooth base station signal to the CPU, and data obtained by the CPU through calculation is output to a terminal device.
As a preferred scheme of the present invention, the terminal device includes an intelligent mobile terminal, specifically, an intelligent mobile phone terminal and a computer terminal.
As a preferred scheme of the invention, the inspection mobile device further comprises an inertial navigation module, the inertial navigation module is connected with the CPU, and the inertial navigation module measures angular rate and acceleration information of the device through a gyroscope and an accelerometer, obtains speed and position information of the carrier through integral operation, and records a real-time track of the inspection process.
As a preferable aspect of the present invention, the smart inspection system is applied to a mall, a parking lot, a transportation site, a school, a residential district, a hospital, an exhibition site, a shop, a scenic spot, and a museum.
The invention further provides an indoor positioning intelligent inspection method based on the Bluetooth by adopting the system, which comprises the following steps:
100, distributing a plurality of Bluetooth positioning base stations in a detected indoor area with Bluetooth iBeacon indoor positioning equipment;
step 200, moving the routing inspection mobile device with the Bluetooth signal receiving function in the detected indoor area, and receiving a Bluetooth base station signal sent by each Bluetooth positioning base station in real time at any position of the detected indoor area;
step 300, the patrol inspection mobile device calculates the distance from each other bluetooth positioning base station according to the signal intensity of the bluetooth positioning base station;
and step 400, the routing inspection mobile device calculates the acquired data, adds the coordinate data of each Bluetooth positioning base station, calculates a triangulation algorithm, and presents the position calculated in real time on a map.
As a preferred scheme of the present invention, the inspection mobile device at least includes a bluetooth receiving module, a CPU and a power supply, the power supply is connected with the CPU and supplies power to the CPU, the bluetooth receiving module is connected with the CPU, the bluetooth receiving module is configured to receive a bluetooth base station signal sent by the bluetooth terminal and transmit the bluetooth base station signal to the CPU, and data obtained by the CPU through calculation is output to a terminal device.
As a preferable solution of the present invention, the terminal device at least includes a map module, which is used for presenting the position calculated in real time in the step 400.
The embodiment of the invention has the following advantages:
1) convenience, the bluetooth transmission mode of iBeacon bluetooth scheme adoption low-power consumption, only need the battery can operate, consequently save the trouble of cloth power cord.
2) The cost of BTLE is low, so that the large-scale distribution does not have too high deployment cost.
3) The feasibility is high, and to the inspection device who has integrateed bluetooth function, as long as the bluetooth function of device is opened, just can detect its position and judge, consequently popularize very easily.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below. It should be apparent that the drawings in the following description are merely exemplary, and that other embodiments can be derived from the drawings provided by those of ordinary skill in the art without inventive effort.
FIG. 1 is a flow chart of a method provided by the present invention;
fig. 2 is a block diagram of the inspection mobile device of the present invention.
Detailed Description
The present invention is described in terms of particular embodiments, other advantages and features of the invention will become apparent to those skilled in the art from the following disclosure, and it is to be understood that the described embodiments are merely exemplary of the invention and that it is not intended to limit the invention to the particular embodiments disclosed. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The invention provides an indoor positioning intelligent inspection system based on Bluetooth, which is used for checking a stationing line aiming at a scene adopting a Bluetooth iBeacon indoor positioning technology, finding out fault points with signal errors, weak signals and no signals, and recording the fault points to provide for maintenance personnel to perform fault treatment.
Indoor location intelligence system of patrolling and examining specifically includes:
the Bluetooth terminal is used as a Bluetooth positioning base station in a detected indoor area with Bluetooth iBeacon indoor positioning equipment;
and the inspection mobile device is used for moving the detected indoor area according to a planned route, is connected with the Bluetooth terminal, receives the signals of the Bluetooth base stations sent by the Bluetooth terminal, analyzes and processes the signals, and then calculates the distance from each base station according to the signal intensity.
Wherein, it includes bluetooth receiving module, CPU and power to patrol and examine mobile device, the power with CPU connects and does the CPU power supply, bluetooth receiving module with CPU connects, bluetooth receiving module is used for receiving the bluetooth basic station signal that the bluetooth terminal sent transmits gives CPU, CPU calculates the data output who obtains to terminal equipment, and terminal equipment includes intelligent Mobile terminal, specifically includes smart mobile phone terminal, computer terminal.
The patrol mobile device further comprises an inertial navigation module, the inertial navigation module is connected with the CPU, the inertial navigation module obtains speed and position information of the carrier through integral operation and records real-time track of the patrol process through angular rate and acceleration information of a gyroscope and an accelerometer measuring device.
When this system gets into iBeacon signal coverage, the broadcast signal of an iBeacon just can be sensed to bluetooth signal receiver on the device, then calculates the RSSI value under certain iBeacon, calculates the concrete position of device through the positioning algorithm, judges this iBeacon signal whether have the trouble with this.
The intelligent inspection system is applied to malls, parking lots, transportation places, schools, residential districts, hospitals, exhibition sites, shops, scenic spots and museums.
The invention has the following advantages:
1) convenience, the bluetooth transmission mode of iBeacon bluetooth scheme adoption low-power consumption, only need the battery can operate, consequently save the trouble of cloth power cord.
2) The cost of BTLE is low, so that the large-scale distribution does not have too high deployment cost.
3) The feasibility is high, and to the inspection device who has integrateed bluetooth function, as long as the bluetooth function of device is opened, just can detect its position and judge, consequently popularize very easily.
The invention further provides an indoor positioning intelligent inspection method adopting the system, which comprises the following steps:
100, distributing a plurality of Bluetooth positioning base stations in a detected indoor area with Bluetooth iBeacon indoor positioning equipment;
step 200, moving the routing inspection mobile device with the Bluetooth signal receiving function in the detected indoor area, and receiving a Bluetooth base station signal sent by each Bluetooth positioning base station in real time at any position of the detected indoor area;
the inspection mobile device at least comprises a Bluetooth receiving module, a CPU and a power supply, wherein the power supply is connected with the CPU and supplies power to the CPU;
step 300, the patrol inspection mobile device calculates the distance from each other bluetooth positioning base station according to the signal intensity of the bluetooth positioning base station;
step 400, the inspection mobile device calculates the acquired data, adds coordinate data of each Bluetooth positioning base station, calculates a triangulation algorithm, and presents the real-time calculated position on a map, and the terminal device at least comprises a map module for presenting the real-time calculated position in the step 400, so that whether the Bluetooth base station has weak signals, no signals or shielding conditions can be checked, and in addition, an inertial navigation module in the device can record an inspection track in real time according to the angular rate and acceleration information of the device.
The invention does not need to upload data, has better real-time performance of positioning and routing inspection, almost has no time delay, and does not generate any flow in the positioning and routing inspection process.
Although the invention has been described in detail above with reference to a general description and specific examples, it will be apparent to one skilled in the art that modifications or improvements may be made thereto based on the invention. Accordingly, such modifications and improvements are intended to be within the scope of the invention as claimed.

Claims (8)

1. The utility model provides an indoor location intelligence system of patrolling and examining based on bluetooth which characterized in that includes:
the Bluetooth terminal is used for deploying Bluetooth iBeacon indoor positioning equipment and is used as a Bluetooth positioning base station in the detected indoor area;
and the inspection mobile device is used for moving in the detected indoor area according to a planned route, is connected with the Bluetooth terminal, receives the signals of the Bluetooth base stations sent by the Bluetooth terminal, analyzes and processes the signals, and then calculates the distance from each base station according to the signal intensity.
2. The indoor positioning intelligent inspection system based on the Bluetooth as claimed in claim 1, wherein the inspection mobile device comprises a Bluetooth receiving module, a CPU and a power supply, the power supply is connected with the CPU and supplies power to the CPU, the Bluetooth receiving module is connected with the CPU, the Bluetooth receiving module is used for receiving Bluetooth base station signals sent by the Bluetooth terminal and transmitting the signals to the CPU, and the data obtained by the CPU through calculation is output to a terminal device.
3. The indoor positioning intelligent inspection system based on the Bluetooth as claimed in claim 2, wherein the terminal device comprises an intelligent mobile terminal, specifically comprising a smart phone terminal and a computer terminal.
4. The indoor positioning intelligent inspection system based on the Bluetooth as claimed in claim 3, wherein the inspection mobile device further comprises an inertial navigation module, the inertial navigation module is connected with the CPU, the inertial navigation module obtains the speed and position information of the carrier through integral operation by measuring the angular rate and acceleration information of the device through a gyroscope and an accelerometer, and records the real-time track of the inspection process.
5. The bluetooth-based indoor positioning intelligent inspection system according to claim 2, wherein the intelligent inspection system is applied to malls, parking lots, transportation places, schools, residential districts, hospitals, exhibition sites, shops, scenic spots and museums.
6. An indoor positioning intelligent inspection method based on Bluetooth, which is realized based on the indoor positioning intelligent inspection system based on Bluetooth of the system according to any one of claims 1-5, and is characterized by comprising the following steps:
100, distributing a plurality of Bluetooth positioning base stations in a detected indoor area with Bluetooth iBeacon indoor positioning equipment;
step 200, moving the routing inspection mobile device with the Bluetooth signal receiving function in the detected indoor area, and receiving a Bluetooth base station signal sent by each Bluetooth positioning base station in real time at any position of the detected indoor area;
step 300, the patrol inspection mobile device calculates the distance from each other bluetooth positioning base station according to the signal intensity of the bluetooth positioning base station;
and step 400, the routing inspection mobile device calculates the acquired data, adds the coordinate data of each Bluetooth positioning base station, calculates a triangulation algorithm, and presents the position calculated in real time on a map.
7. The intelligent inspection method based on Bluetooth indoor positioning according to claim 6, wherein the inspection mobile device at least comprises a Bluetooth receiving module, a CPU and a power supply, the power supply is connected with the CPU and supplies power to the CPU, the Bluetooth receiving module is connected with the CPU, the Bluetooth receiving module is used for receiving Bluetooth base station signals sent by the Bluetooth terminal and transmitting the signals to the CPU, and data obtained by the CPU through calculation are output to a terminal device.
8. The intelligent inspection method according to claim 7, wherein the terminal device at least comprises a map module for presenting the position calculated in real time in the step 400.
CN202011203474.8A 2020-11-02 2020-11-02 Indoor positioning intelligent inspection system and method based on Bluetooth Pending CN112308998A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202011203474.8A CN112308998A (en) 2020-11-02 2020-11-02 Indoor positioning intelligent inspection system and method based on Bluetooth

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202011203474.8A CN112308998A (en) 2020-11-02 2020-11-02 Indoor positioning intelligent inspection system and method based on Bluetooth

Publications (1)

Publication Number Publication Date
CN112308998A true CN112308998A (en) 2021-02-02

Family

ID=74333819

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202011203474.8A Pending CN112308998A (en) 2020-11-02 2020-11-02 Indoor positioning intelligent inspection system and method based on Bluetooth

Country Status (1)

Country Link
CN (1) CN112308998A (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114390438A (en) * 2021-12-28 2022-04-22 中国电信股份有限公司 Traffic equipment positioning method and device
CN115240288A (en) * 2022-07-04 2022-10-25 上海易同科技股份有限公司 Bluetooth positioning-based rapid attendance checking method for pedestrian flow, computer equipment and storage medium
CN115877418A (en) * 2023-03-03 2023-03-31 深圳三基同创电子有限公司 Method and system for auxiliary positioning of smart watch
CN117119585A (en) * 2023-08-26 2023-11-24 江苏蓝策电子科技有限公司 Bluetooth positioning navigation system and method

Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050023347A1 (en) * 2003-07-29 2005-02-03 Wetzel Robert Alan Inspection data recording apparatus and method
CN103018715A (en) * 2012-11-22 2013-04-03 无锡中星微电子有限公司 Positioning method and device based on Bluetooth
CN103995251A (en) * 2014-06-11 2014-08-20 中国电信股份有限公司南京分公司 Positioning system and method of indoor mobile device
CN104713554A (en) * 2015-02-01 2015-06-17 北京工业大学 Indoor positioning method based on MEMS insert device and android smart mobile phone fusion
CN105865450A (en) * 2016-04-19 2016-08-17 武汉理工大学 Zero-speed update method and system based on gait
CN105911578A (en) * 2016-06-02 2016-08-31 武汉慧联无限科技有限公司 Ultra-low power consumption indoor and outdoor hybrid positioning system
CN206876184U (en) * 2017-06-05 2018-01-12 西安电子科技大学 An Indoor Positioning Device Based on RSSI and Inertial Navigation
CN109275095A (en) * 2018-11-09 2019-01-25 中科数字健康科学研究院(南京)有限公司 A kind of indoor locating system based on bluetooth, positioning device and localization method
CN109887119A (en) * 2019-02-28 2019-06-14 苏州真趣信息科技有限公司 A kind of method and system of the monitoring monitoring time based on iBeacon
CN110095116A (en) * 2019-04-29 2019-08-06 桂林电子科技大学 A kind of localization method of vision positioning and inertial navigation combination based on LIFT
CN111694006A (en) * 2020-05-29 2020-09-22 杭州电子科技大学 Navigation sensing system for indoor unmanned system
CN111866734A (en) * 2019-04-30 2020-10-30 中移信息技术有限公司 A method, terminal, server and storage medium for patrol trajectory positioning

Patent Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050023347A1 (en) * 2003-07-29 2005-02-03 Wetzel Robert Alan Inspection data recording apparatus and method
CN103018715A (en) * 2012-11-22 2013-04-03 无锡中星微电子有限公司 Positioning method and device based on Bluetooth
CN103995251A (en) * 2014-06-11 2014-08-20 中国电信股份有限公司南京分公司 Positioning system and method of indoor mobile device
CN104713554A (en) * 2015-02-01 2015-06-17 北京工业大学 Indoor positioning method based on MEMS insert device and android smart mobile phone fusion
CN105865450A (en) * 2016-04-19 2016-08-17 武汉理工大学 Zero-speed update method and system based on gait
CN105911578A (en) * 2016-06-02 2016-08-31 武汉慧联无限科技有限公司 Ultra-low power consumption indoor and outdoor hybrid positioning system
CN206876184U (en) * 2017-06-05 2018-01-12 西安电子科技大学 An Indoor Positioning Device Based on RSSI and Inertial Navigation
CN109275095A (en) * 2018-11-09 2019-01-25 中科数字健康科学研究院(南京)有限公司 A kind of indoor locating system based on bluetooth, positioning device and localization method
CN109887119A (en) * 2019-02-28 2019-06-14 苏州真趣信息科技有限公司 A kind of method and system of the monitoring monitoring time based on iBeacon
CN110095116A (en) * 2019-04-29 2019-08-06 桂林电子科技大学 A kind of localization method of vision positioning and inertial navigation combination based on LIFT
CN111866734A (en) * 2019-04-30 2020-10-30 中移信息技术有限公司 A method, terminal, server and storage medium for patrol trajectory positioning
CN111694006A (en) * 2020-05-29 2020-09-22 杭州电子科技大学 Navigation sensing system for indoor unmanned system

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114390438A (en) * 2021-12-28 2022-04-22 中国电信股份有限公司 Traffic equipment positioning method and device
CN114390438B (en) * 2021-12-28 2024-03-19 中国电信股份有限公司 Traffic equipment positioning method and device
CN115240288A (en) * 2022-07-04 2022-10-25 上海易同科技股份有限公司 Bluetooth positioning-based rapid attendance checking method for pedestrian flow, computer equipment and storage medium
CN115877418A (en) * 2023-03-03 2023-03-31 深圳三基同创电子有限公司 Method and system for auxiliary positioning of smart watch
CN115877418B (en) * 2023-03-03 2023-05-19 深圳三基同创电子有限公司 Auxiliary positioning method and system for intelligent watch
CN117119585A (en) * 2023-08-26 2023-11-24 江苏蓝策电子科技有限公司 Bluetooth positioning navigation system and method
CN117119585B (en) * 2023-08-26 2024-02-06 江苏蓝策电子科技有限公司 Bluetooth positioning navigation system and method

Similar Documents

Publication Publication Date Title
Anjum et al. RSSI fingerprinting-based localization using machine learning in LoRa networks
CN101715639B (en) Method for measuring location of radio frequency identification reader by using beacon
Song et al. A survey on indoor positioning technologies
Chen et al. A localization method for the Internet of Things
CN109195099B (en) An indoor positioning method based on the fusion of iBeacon and PDR
CN112308998A (en) Indoor positioning intelligent inspection system and method based on Bluetooth
KR101730269B1 (en) Location estimation method for indoor device
CN103813448A (en) Indoor positioning method based on RSSI
CN106093858A (en) A kind of alignment system based on UWB, RFID, INS multi-source co-located technology and localization method
CN114828211B (en) Audio positioning system, method and terminal for smart phone and wearable device
Puértolas Montañés et al. Smart indoor positioning/location and navigation: A lightweight approach
Savić et al. Constrained localization: A survey
Qureshi et al. Analysis of bluetooth low energy (ble) based indoor localization system with multiple transmission power levels
CN103644905A (en) Situation-related indoor positioning method and system
CN111107627A (en) Multi-mode fusion wireless positioning system and positioning method thereof
Marquez et al. Understanding LoRa-based localization: Foundations and challenges
Rose et al. 3D trilateration localization using RSSI in indoor environment
Kwiecień et al. Reliability of bluetooth smart technology for indoor localization system
CN112799014A (en) Ultra-wideband positioning system and method based on ellipsoid intersection, wireless terminal and server
CN206057553U (en) It is a kind of to be based on bidirectional ranging indoor accurate positioning system
Sikeridis et al. Occupant tracking in smart facilities: An experimental study
Dai et al. A power-efficient BLE augmented GNSS approach to site-specific navigation
Cil et al. A comparative analysis of indoor positioning technologies in shipyard digitalization context
Hutar et al. Localization of IoT nodes in LoRa using RSS measurements
KR101188538B1 (en) Alarm system based on the position and mobile device with alarm system based on the position and alarm service based on the position

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for 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: 20210202