CN110908403A - Automatic fixed-point landing device and method for electric power line patrol unmanned aerial vehicle - Google Patents

Automatic fixed-point landing device and method for electric power line patrol unmanned aerial vehicle Download PDF

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Publication number
CN110908403A
CN110908403A CN201911249123.8A CN201911249123A CN110908403A CN 110908403 A CN110908403 A CN 110908403A CN 201911249123 A CN201911249123 A CN 201911249123A CN 110908403 A CN110908403 A CN 110908403A
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aerial vehicle
unmanned aerial
laser
apron
center
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李明明
王瑞琦
闫志刚
罗碧华
万涛
陈钊
秦琦
牛新萍
刘路
殷俊河
李卫军
黄恒硕
吴超
吴贺伟
宋志勇
闫娇
赵毅
翟玲玲
赵航
刘宏伟
王世威
张少博
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State Grid Corp of China SGCC
Zhumadian Power Supply Co of State Grid Henan Electric Power Co Ltd
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State Grid Corp of China SGCC
Zhumadian Power Supply Co of State Grid Henan Electric Power Co Ltd
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/10Simultaneous control of position or course in three dimensions
    • G05D1/101Simultaneous control of position or course in three dimensions specially adapted for aircraft
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/20Instruments for performing navigational calculations
    • 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
    • G01S19/00Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
    • G01S19/38Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
    • G01S19/39Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
    • G01S19/42Determining position
    • G01S19/48Determining position by combining or switching between position solutions derived from the satellite radio beacon positioning system and position solutions derived from a further system

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  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Position Fixing By Use Of Radio Waves (AREA)

Abstract

The invention relates to an automatic fixed-point landing device for an electric power line inspection unmanned aerial vehicle, which comprises an unmanned aerial vehicle, an air park, a GPS (global positioning system), a computer vision system and a laser positioning system, wherein the unmanned aerial vehicle firstly flies to the position near the air park through the GPS positioning system, finds the air park from an acquired image according to the matching of a standard air park mark template through the computer vision technology, flies to the position above the air park and rotates to a specified direction, then arrives at the position right above a parking position through the laser positioning mode, and finally vertically lands under the assistance of an ultrasonic sensor to finish autonomous accurate landing; the invention has the advantages of high positioning precision and autonomous and accurate landing.

Description

Automatic fixed-point landing device and method for electric power line patrol unmanned aerial vehicle
Technical Field
The invention relates to the technical field of unmanned aerial vehicle inspection, in particular to an automatic fixed-point landing device and method for an electric power line inspection unmanned aerial vehicle.
Background
The aging of electric power transmission line parts, natural environment disasters and external artificial damages form a serious challenge to the safe and stable operation of a power grid transmission line, the efficiency is low when the electric power transmission line is inspected through manpower, the personal safety of inspection personnel can be threatened especially for daily inspection in remote areas, and along with the rapid progress of technologies such as microcomputer, embedded type and image transmission, the unmanned aerial vehicle is gradually applied to power equipment inspection.
Many rotor unmanned aerial vehicle has the flexibility, but VTOL, can fly the advantage in the complex environment, can be used to accomplish the flight task under the outdoor complex environment, unmanned aerial vehicle battery duration is limited simultaneously, can't accomplish remote flight, need in time charge unmanned aerial vehicle, under the prerequisite that wireless charging technology has obtained great development and application, in order to reduce the human cost, consider to place wireless charging device in different places, because wireless charging device rigidity, many rotor unmanned aerial vehicle need accurate location and landing in the charging area, accomplish unmanned aerial vehicle's autonomic fixed point landing promptly.
The computer vision system of the unmanned aerial vehicle has stronger independence and anti-interference performance than a GPS positioning system, but a wireless charging apron provided for the unmanned aerial vehicle in a power transmission line is usually positioned at a higher position, the area of the apron is smaller, and in order to prevent the unmanned aerial vehicle from falling off due to inaccurate positioning and landing to the edge of the apron, and simultaneously, in order to align a receiving coil of the unmanned aerial vehicle and a transmitting coil of the apron to achieve the maximum wireless charging efficiency, the unmanned aerial vehicle is required to be ensured to have very high positioning precision; therefore, it is very necessary to provide an automatic fixed-point landing device and method for an electric power line patrol unmanned aerial vehicle, which have high positioning accuracy and can land autonomously and accurately.
Disclosure of Invention
The invention aims to overcome the defects of the prior art and provides an automatic fixed-point landing device and method for an electric power line patrol unmanned aerial vehicle, which are high in positioning accuracy and capable of landing autonomously and accurately.
The purpose of the invention is realized as follows: an automatic fixed-point landing device for an electric power line patrol unmanned aerial vehicle comprises the unmanned aerial vehicle and an air park, and also comprises a GPS positioning system, a computer vision positioning system and a laser positioning system, the computer vision positioning system comprises a binocular camera, a stop sign and a vision positioning algorithm, the binocular cameras are arranged at two sides of the center of the lower part of the unmanned aerial vehicle, the stop sign is arranged on the stop apron, the visual positioning algorithm is installed in the unmanned aerial vehicle processing chip and comprises a positioning processing algorithm and a rotation direction processing algorithm, the laser positioning system comprises a laser emitting device, a laser receiving device and a laser positioning algorithm, the laser emitting device is installed at the center of the parking position of the parking apron, the laser receiving device is arranged at the center of the lower portion of the unmanned aerial vehicle, and the laser positioning algorithm is installed in a processing chip of the unmanned aerial vehicle.
The positioning processing algorithm can find the position of an apron from a real-time image acquired by the binocular camera according to a stop sign template stored in the unmanned aerial vehicle processing chip, calculate the translational flight direction of the unmanned aerial vehicle and submit the stop sign to the unmanned aerial vehicle processing chip for processing, and the rotation direction processing algorithm can calculate the deflection angle of the unmanned aerial vehicle according to the stop sign template stored in the unmanned aerial vehicle processing chip and the stop sign in the real-time image acquired by the binocular camera and submit the stop sign to the unmanned aerial vehicle processing chip for processing.
The laser emitting device can emit laser beams above the laser emitting device, and the projection shapes of the laser beams in the horizontal plane include but are not limited to a plurality of concentric circles with a circle center.
The laser receiving device is composed of a plurality of laser receivers arranged in a matrix type, the laser receiver at the center is arranged at the center position below the unmanned aerial vehicle, the laser receiving device can receive laser emitted by the laser emitting device, and the laser receiver can send an activation signal to the unmanned aerial vehicle processing chip when receiving a laser signal.
The laser positioning algorithm can calculate the circle center coordinate and the direction according to the laser condition detected by the laser receiving device, and submits the circle center coordinate and the direction to the unmanned aerial vehicle processing chip for processing.
An automatic fixed-point landing method for an electric power line patrol unmanned aerial vehicle comprises the following steps:
step 1: the unmanned aerial vehicle sends a landing request to the server and waits for the server to distribute an apron;
step 2: the unmanned aerial vehicle flies to a specified position under the assistance of a GPS system and keeps a specified flying height according to the received target parking apron information;
and step 3: starting a computer vision positioning system, searching for an air park according to the acquired image information, and enabling the unmanned aerial vehicle to fly above the air park, wherein the method specifically comprises the following substeps:
step 3.1: the unmanned aerial vehicle acquires a real-time image below the unmanned aerial vehicle by using a binocular camera;
step 3.2: after preprocessing the image, matching and searching the parking apron from the image by taking a standard parking apron mark as a template;
step 3.3: detecting whether the center of the parking apron is positioned at the center of the image, if so, executing the step 3.4, otherwise, controlling the unmanned aerial vehicle to fly to the center of the parking apron according to the position of the center of the parking apron in the image, and executing the step 3.1 again;
step 3.4: the unmanned aerial vehicle rotates to a specified direction according to the rotation angle between the standard apron mark template and the stop mark in the image, namely the direction of the stop mark in the image is the same as that of the standard apron mark template;
and 4, step 4: open laser positioning system, unmanned aerial vehicle removes directly over to the parking position, accomplishes accurate location, specifically includes following substep:
step 4.1: a laser emitting device on the parking apron emits laser to the upper part of the parking apron, so that the projection of the laser on a horizontal plane is a plurality of concentric circles and circle centers, and the radius difference of the adjacent concentric circles is the same;
step 4.2: establishing a two-dimensional rectangular coordinate system by taking a laser receiver at the center of the unmanned aerial vehicle laser receiving device as an origin;
step 4.3: the laser receiving device of the unmanned aerial vehicle detects a laser signal and checks whether a single-point signal is received, if the single-point signal is received, whether the single-point signal is located at an original point of a coordinate system is judged, namely the unmanned aerial vehicle is located right above a stop position, if the single-point signal is received, the step 5 is executed, otherwise, the unmanned aerial vehicle moves in the vector direction from the original point to the single-point signal and executes the step 4.3 again, if only an arc-shaped signal is received, after a circle center coordinate is determined according to an arc, the unmanned aerial vehicle moves in the vector direction from the original point to the circle center;
and 5: and starting a vertical landing system of the unmanned aerial vehicle, and landing the unmanned aerial vehicle to the parking apron.
The invention has the beneficial effects that: the unmanned aerial vehicle flies to the position near the parking apron through the GPS, finds the parking apron from the acquired image according to standard parking apron mark template matching through a computer vision technology, flies to the position above the parking apron and rotates to a specified direction, then reaches the position right above the parking position through a laser positioning mode, and finally vertically lands under the assistance of an ultrasonic sensor to finish autonomous accurate landing; the invention has the advantages of high positioning precision and autonomous and accurate landing.
Drawings
Fig. 1 is a flow chart of the unmanned aerial vehicle landing of the invention.
Fig. 2 is a schematic structural diagram of the unmanned aerial vehicle of the invention.
Fig. 3 is a schematic view of the structure of the apron of the present invention.
Fig. 4 is a schematic diagram of a real-time image acquired by the binocular camera of the present invention.
Fig. 5 is a schematic diagram of a laser signal horizontal projection of the laser transmitter of the present invention.
Fig. 6 is a schematic diagram of a received signal of the laser receiver of the present invention.
In the figure, the parking apron comprises an apron 1, a parking mark 3, a laser emitting device 4, a binocular camera 5, a laser receiving device 6, a laser receiver 7, an arc laser signal A8, an arc laser signal B9, an arc laser signal C10 and a single-point laser signal.
Detailed Description
The invention is further described below with reference to the accompanying drawings.
Example 1
An autonomous fixed-point landing method for an electric line patrol rotor unmanned aerial vehicle is characterized by comprising the following steps of:
step 1: the unmanned aerial vehicle sends a landing request to the server and waits for the server to distribute an apron 1;
step 2: the unmanned aerial vehicle flies to a specified position under the assistance of a GPS (global positioning system) positioning system and keeps a specified flying height according to the received information of the target parking apron 1;
and step 3: starting a visual positioning system, searching for an air park 1 according to acquired image information, enabling the unmanned aerial vehicle to fly above the air park 1, and enabling image schematic diagrams acquired by the unmanned aerial vehicle at different positions to be shown in fig. 4, (a) showing that the unmanned aerial vehicle and the air park 1 have larger horizontal distance, (b) showing that the air park 1 in the image is located at the center of the image, and (c) showing that the unmanned aerial vehicle has reached a specified direction.
The method specifically comprises the following substeps:
step 3.1: the unmanned aerial vehicle uses the binocular camera 4 to collect real-time images below the unmanned aerial vehicle;
step 3.2: after preprocessing the image, matching and searching the apron 1 from the image by taking a standard apron 1 mark as a template;
step 3.3: detecting whether the center of the air park 1 is located at the center of the image, namely executing the step 3.4 when the image is in a figure 4(b), and if the image is in a figure 4(a), controlling the unmanned aerial vehicle to fly to the center of the air park 1 according to the position of the center of the air park 1 in the image, and executing the step 3.1 again;
step 3.4: the unmanned aerial vehicle rotates to a specified direction according to the rotation angle between the standard apron 1 mark template and the apron mark in the image, so that the direction of the apron mark 2 in the image is the same as that of the standard apron mark template, namely the acquired image is the same as that of the image in the step (c) in FIG. 4;
and 4, step 4: open laser positioning system, unmanned aerial vehicle removes directly over to the parking position, accomplishes accurate location, specifically includes following substep:
step 4.1: the laser emitting device 3 on the parking apron 1 emits laser to the upper part of the parking apron, so that the projection of the laser on a horizontal plane is a plurality of concentric circles and circle centers, as shown in fig. 5, the diameters of the concentric circles from inside to outside are respectively 2R, 4R, 6R, 8R and 10R, wherein R is a fixed value;
step 4.2: use laser receiver 6 at unmanned aerial vehicle laser receiver 5 center as the original point
Figure DEST_PATH_IMAGE002
And establishing a two-dimensional rectangular coordinate system
Figure DEST_PATH_IMAGE004
Step 4.3: the laser receiving device 5 of the unmanned aerial vehicle detects the laser signal and checks whether the single-point signal is received, and if the single-point signal is received, whether the single-point signal is received by the laser receiver 6 at the center is judged, namely the single-point signal
Figure DEST_PATH_IMAGE006
Whether or not it is located at the origin of the coordinate system
Figure 676769DEST_PATH_IMAGE002
If yes, executing step 5, otherwise, using the vector of the unmanned aerial vehicle
Figure DEST_PATH_IMAGE008
If only the arc-shaped signal is received, then the coordinates of the three points on the arc are selected
Figure DEST_PATH_IMAGE010
Figure DEST_PATH_IMAGE012
Figure DEST_PATH_IMAGE014
Solving the coordinates of the center of the circle according to the circle formula of the two-dimensional coordinate system
Figure 30128DEST_PATH_IMAGE006
Unmanned plane vector
Figure 747548DEST_PATH_IMAGE008
Moves in the direction of (4.3) and re-executes step;
fig. 6 is a schematic diagram of laser signals received by the laser receiving device, where 5 is the laser receiving device, 7, 8, and 9 are circular arc laser signals, and 10 is a single-point laser signal, (a) shows that no single-point laser signal is detected in step 4.3; (b) indicating that a single point laser signal is detected and located at the center of the image, i.e., the origin of the coordinate system.
And 5: and (5) starting a vertical landing system, and landing the unmanned aerial vehicle to the parking apron 1.
The method provided by the invention has the following advantages: the method has the advantages of autonomous operation, no need of manual participation, combination of image positioning and laser positioning methods, high positioning precision and strong anti-interference capability.
Example 2
As shown in fig. 1-6, an automatic fixed-point landing device for an electric power line inspection unmanned aerial vehicle comprises an unmanned aerial vehicle and an apron 1, and further comprises a GPS positioning system, a computer vision positioning system and a laser positioning system, wherein the computer vision positioning system comprises a binocular camera 4, a stop sign 2 and a vision positioning algorithm, the binocular camera 4 is installed on two sides of the center of the lower part of the unmanned aerial vehicle, the stop sign 2 is arranged on the apron 1, the vision positioning algorithm is installed in a processing chip of the unmanned aerial vehicle, the vision positioning algorithm comprises a positioning processing algorithm and a rotation direction processing algorithm, the laser positioning system comprises a laser emitting device 3, a laser receiving device 5 and a laser positioning algorithm, the laser emitting device 3 is installed at the center of the stop position of the apron 1, the laser receiving device 5 is arranged at the center of the lower part of the unmanned aerial vehicle, the laser positioning algorithm is installed in the unmanned aerial vehicle processing chip.
The positioning processing algorithm can find the position of the apron 1 from the real-time image collected by the binocular camera 4 according to the stop sign 2 template stored in the unmanned aerial vehicle processing chip, calculate the translational flight direction of the unmanned aerial vehicle and submit the translation to the unmanned aerial vehicle processing chip for processing, the rotating direction processing algorithm can calculate the deflection angle of the unmanned aerial vehicle according to the stop sign 2 template stored in the unmanned aerial vehicle processing chip and the stop sign 2 in the real-time image collected by the binocular camera 4 and submit the translation to the unmanned aerial vehicle processing chip for processing, the laser emitting device 3 can emit laser beams to the upper part of the unmanned aerial vehicle, the projection shape of the laser beams on the horizontal plane comprises but is not limited to a plurality of concentric circles with a circle center, the laser receiving device 5 consists of a plurality of laser receivers 6 arranged in a matrix type, and the laser receiver 5 is positioned at the central position of the laser, laser receiver 5 can receive the laser of laser emitter 3 transmission, and laser receiver 6 can send the activation signal to unmanned aerial vehicle processing chip when receiving laser signal, and the laser positioning algorithm can calculate centre of a circle coordinate and direction according to the laser condition that laser receiver 5 detected to submit centre of a circle coordinate and direction to unmanned aerial vehicle processing chip and handle.
The unmanned aerial vehicle flies to the position near the parking apron 1 through the GPS, finds the parking apron 1 from the collected image according to standard parking apron mark template matching through a computer vision technology, flies to the position above the parking apron 1 and rotates to a specified direction, then reaches the position right above the parking position through a laser positioning mode, and finally vertically lands under the assistance of an ultrasonic sensor to finish autonomous accurate landing; the invention has the advantages of high positioning precision and autonomous and accurate landing.

Claims (6)

1. The utility model provides an automatic fixed point descending device for electric power patrols line unmanned aerial vehicle, includes unmanned aerial vehicle and air park, its characterized in that: still include GPS positioning system, computer vision positioning system and laser positioning system, computer vision positioning system includes two mesh cameras, shutdown mark, vision positioning algorithm, two mesh cameras are installed in unmanned aerial vehicle lower part center both sides, the shutdown mark sets up on the parking apron, vision positioning algorithm installs in unmanned aerial vehicle handles the chip, vision positioning algorithm includes location processing algorithm and direction of rotation processing algorithm, laser positioning system includes laser emitter, laser receiver and laser positioning algorithm, laser emitter installs at parking apron parking position center, laser receiver sets up at unmanned aerial vehicle lower part center, and laser positioning algorithm installs in unmanned aerial vehicle handles the chip.
2. The utility model provides an automatic fixed point descending device for electric power patrols line unmanned aerial vehicle which characterized in that: the positioning processing algorithm can find the position of an apron from a real-time image acquired by the binocular camera according to a stop sign template stored in the unmanned aerial vehicle processing chip, calculate the translational flight direction of the unmanned aerial vehicle and submit the stop sign to the unmanned aerial vehicle processing chip for processing, and the rotation direction processing algorithm can calculate the deflection angle of the unmanned aerial vehicle according to the stop sign template stored in the unmanned aerial vehicle processing chip and the stop sign in the real-time image acquired by the binocular camera and submit the stop sign to the unmanned aerial vehicle processing chip for processing.
3. The utility model provides an automatic fixed point descending device for electric power patrols line unmanned aerial vehicle which characterized in that: the laser emitting device can emit laser beams to the upper part of the laser emitting device, and the projection shapes of the laser beams in the horizontal plane include but are not limited to a plurality of concentric circles with a circle center.
4. The utility model provides an automatic fixed point descending device for electric power patrols line unmanned aerial vehicle which characterized in that: the laser receiving device is composed of a plurality of laser receivers arranged in a matrix type, the laser receiver positioned in the center is arranged in the center of the lower portion of the unmanned aerial vehicle, the laser receiving device can receive laser emitted by the laser emitting device, and the laser receiver can send an activation signal to the unmanned aerial vehicle processing chip when receiving a laser signal.
5. The utility model provides an automatic fixed point descending device for electric power patrols line unmanned aerial vehicle which characterized in that: the laser positioning algorithm can calculate the circle center coordinate and the direction according to the laser condition detected by the laser receiving device, and submits the circle center coordinate and the direction to the unmanned aerial vehicle processing chip for processing.
6. An automatic fixed-point landing method for an electric line patrol unmanned aerial vehicle according to claim 1, characterized in that: the method comprises the following steps:
step 1: the unmanned aerial vehicle sends a landing request to the server and waits for the server to distribute an apron;
step 2: the unmanned aerial vehicle flies to a specified position under the assistance of a GPS system and keeps a specified flying height according to the received target parking apron information;
and step 3: starting a computer vision positioning system, searching for an air park according to the acquired image information, and enabling the unmanned aerial vehicle to fly above the air park, wherein the method specifically comprises the following substeps:
step 3.1: the unmanned aerial vehicle acquires a real-time image below the unmanned aerial vehicle by using a binocular camera;
step 3.2: after preprocessing the image, matching and searching the parking apron from the image by taking a standard parking apron mark as a template;
step 3.3: detecting whether the center of the parking apron is positioned at the center of the image, if so, executing the step 3.4, otherwise, controlling the unmanned aerial vehicle to fly to the center of the parking apron according to the position of the center of the parking apron in the image, and executing the step 3.1 again;
step 3.4: the unmanned aerial vehicle rotates to a specified direction according to the rotation angle between the standard apron mark template and the stop mark in the image, namely the direction of the stop mark in the image is the same as that of the standard apron mark template;
and 4, step 4: open laser positioning system, unmanned aerial vehicle removes directly over to the parking position, accomplishes accurate location, specifically includes following substep:
step 4.1: a laser emitting device on the parking apron emits laser to the upper part of the parking apron, so that the projection of the laser on a horizontal plane is a plurality of concentric circles and circle centers, and the radius difference of the adjacent concentric circles is the same;
step 4.2: establishing a two-dimensional rectangular coordinate system by taking a laser receiver at the center of the unmanned aerial vehicle laser receiving device as an origin;
step 4.3: the laser receiving device of the unmanned aerial vehicle detects a laser signal and checks whether a single-point signal is received, if the single-point signal is received, whether the single-point signal is located at an original point of a coordinate system is judged, namely the unmanned aerial vehicle is located right above a stop position, if the single-point signal is received, the step 5 is executed, otherwise, the unmanned aerial vehicle moves in the vector direction from the original point to the single-point signal and executes the step 4.3 again, if only an arc-shaped signal is received, after a circle center coordinate is determined according to an arc, the unmanned aerial vehicle moves in the vector direction from the original point to the circle center;
and 5: and starting a vertical landing system of the unmanned aerial vehicle, and landing the unmanned aerial vehicle to the parking apron.
CN201911249123.8A 2019-12-09 2019-12-09 Automatic fixed-point landing device and method for electric power line patrol unmanned aerial vehicle Pending CN110908403A (en)

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CN112462791A (en) * 2020-12-02 2021-03-09 成都时代星光科技有限公司 Full-automatic high-precision flight landing system and method for airport of vehicle-mounted unmanned aerial vehicle
CN112925333A (en) * 2021-01-29 2021-06-08 涵涡智航科技(玉溪)有限公司 High-precision aircraft guided landing system and method
CN112925333B (en) * 2021-01-29 2022-04-15 涵涡智航科技(玉溪)有限公司 High-precision aircraft guided landing system and method
CN113110587A (en) * 2021-04-28 2021-07-13 天津云圣智能科技有限责任公司 Landing control method and device for unmanned aerial vehicle and electronic equipment
CN113406679A (en) * 2021-05-14 2021-09-17 华夏航空股份有限公司 Airborne equipment positioning device based on ADS-B signal
CN113655806B (en) * 2021-07-01 2023-08-08 中国人民解放军战略支援部队信息工程大学 Unmanned aerial vehicle group auxiliary landing method
CN113655806A (en) * 2021-07-01 2021-11-16 中国人民解放军战略支援部队信息工程大学 Unmanned aerial vehicle group auxiliary landing method
CN113805608A (en) * 2021-09-22 2021-12-17 一飞智控(天津)科技有限公司 Unmanned aerial vehicle formation starry sky landing method, system and medium based on automatic grouping planning
CN113805608B (en) * 2021-09-22 2024-03-05 一飞智控(天津)科技有限公司 Unmanned aerial vehicle formation sky landing method, system and medium based on automatic grouping planning
CN113867373A (en) * 2021-09-30 2021-12-31 广州极飞科技股份有限公司 Unmanned aerial vehicle landing method and device, parking apron and electronic equipment
CN114602083B (en) * 2022-02-25 2022-11-11 复旦大学 Automatic supply docking system based on laser vision fusion and working method thereof
CN114602083A (en) * 2022-02-25 2022-06-10 复旦大学 Automatic supply docking system based on laser vision fusion and working method thereof
CN114911271A (en) * 2022-06-23 2022-08-16 深圳市多翼创新科技有限公司 Wide-area distributed cooperative operation system and method based on cloud unmanned aerial vehicle

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