[go: up one dir, main page]

CN108803666A - A kind of line data-logging unmanned plane barrier-avoiding method and system based on millimetre-wave radar - Google Patents

A kind of line data-logging unmanned plane barrier-avoiding method and system based on millimetre-wave radar Download PDF

Info

Publication number
CN108803666A
CN108803666A CN201811058537.8A CN201811058537A CN108803666A CN 108803666 A CN108803666 A CN 108803666A CN 201811058537 A CN201811058537 A CN 201811058537A CN 108803666 A CN108803666 A CN 108803666A
Authority
CN
China
Prior art keywords
alarm
radar
signal
wave radar
millimetre
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
CN201811058537.8A
Other languages
Chinese (zh)
Inventor
严碧武
王海涛
谷山强
赵淳
李健
梁文勇
吴大伟
刘辉
涂洁
洪骁
焦方俞
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.)
Wuhan NARI Ltd
Original Assignee
Wuhan NARI 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 Wuhan NARI Ltd filed Critical Wuhan NARI Ltd
Priority to CN201811058537.8A priority Critical patent/CN108803666A/en
Publication of CN108803666A publication Critical patent/CN108803666A/en
Pending legal-status Critical Current

Links

Classifications

    • 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
    • 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
    • G01S13/00Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
    • G01S13/88Radar or analogous systems specially adapted for specific applications
    • G01S13/93Radar or analogous systems specially adapted for specific applications for anti-collision purposes
    • G01S13/933Radar or analogous systems specially adapted for specific applications for anti-collision purposes of aircraft or spacecraft

Landscapes

  • Engineering & Computer Science (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Physics & Mathematics (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • General Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Automation & Control Theory (AREA)
  • Radar Systems Or Details Thereof (AREA)

Abstract

本发明公开了一种基于毫米波雷达的线路巡检无人机避障方法及系统,所述方法包括以下步骤:通过所述毫米波雷达发射雷达信号,判断是否接收到雷达回波信号,若否,则判断无障碍物;若是,则根据所述雷达回波信号输出等级告警信号;所述无人机根据所述告警信号调整飞行状态。本发明提供的基于毫米波雷达的旋翼无人机线路巡检避障方法及系统,通过在无人机上设置毫米波雷达,并设置等级告警信号,毫米波雷达的识别精度可达到导线级,克服了现有采用传感器进行障碍物探测方法识别精度不足的问题,通过实时探测无人机与周围不同方向上障碍物,进行不同程度的危险告警,并自动调整飞行速度和方向实现无人机避障,有效避免了无人机碰撞导线的事故。

The invention discloses an obstacle avoidance method and system for a line inspection UAV based on a millimeter-wave radar. The method includes the following steps: transmitting a radar signal through the millimeter-wave radar, judging whether a radar echo signal is received, and if If no, it is judged that there is no obstacle; if yes, a level warning signal is output according to the radar echo signal; the UAV adjusts the flight state according to the warning signal. The millimeter-wave radar-based rotor UAV line inspection and obstacle avoidance method and system provided by the present invention, by setting the millimeter-wave radar on the UAV and setting the level alarm signal, the recognition accuracy of the millimeter-wave radar can reach the wire level, overcoming The problem of insufficient identification accuracy of the existing obstacle detection method using sensors is realized. Through real-time detection of obstacles in different directions between the UAV and the surroundings, different degrees of danger alarms are issued, and the flight speed and direction are automatically adjusted to realize UAV obstacle avoidance. , effectively avoiding the accident of the UAV colliding with the wire.

Description

一种基于毫米波雷达的线路巡检无人机避障方法及系统An obstacle avoidance method and system for a line inspection UAV based on millimeter wave radar

技术领域technical field

本发明涉及无人机领域,具体涉及一种基于毫米波雷达的线路巡检无人机避障方法。The invention relates to the field of unmanned aerial vehicles, in particular to an obstacle avoidance method for a line inspection unmanned aerial vehicle based on millimeter wave radar.

背景技术Background technique

无人机作为一种新型的线路巡检装备,具有携带便捷、作业不受地域影响、工作效率高等优势,已在电网领域得到了广泛的应用。在无人机本体上,搭载可见光、红外热像仪和倾斜摄影装置,即可远距离、多角度、机动灵活地对输电线路开展巡查与检测工作,但受限于操控手的目视距离以及操作精度,易发生无人机碰撞导线的事故。因此,无人机避障技术在线路巡检过程中显得尤为重要。As a new type of line inspection equipment, unmanned aerial vehicles have the advantages of convenient portability, unaffected operation by region, and high work efficiency, and have been widely used in the field of power grids. On the UAV body, equipped with visible light, infrared thermal imager and oblique photography device, it can inspect and detect the transmission line from a long distance, from multiple angles, and flexibly, but it is limited by the visual distance of the operator and the Operational precision is prone to accidents where drones collide with wires. Therefore, UAV obstacle avoidance technology is particularly important in the process of line inspection.

在现有的无人机避障技术中,多采用传感器对障碍物进行探测,比如《一种多旋翼无人机自主避障装置和避障方法》(CN201810115267.3)采用旋转式探测传感器,实现无人机飞行方向障碍物的探测,再进行飞行速度和方向的调控;以及《一种用于输电线路巡检的无人机避障系统》(CN201711259999.1)通过毫米波雷达、超声波传感器和视觉传感器进行障碍物实时测控,继而根据无人机与障碍物的距离进行自动调整等。但基于传感器的障碍物探测方法存在传感器识别精度低,不足以区分出导线的问题;基于毫米波雷达和传感器联合测控的障碍物识别方法则增加了无人机的载荷量,导致无人机灵活性不足且成本较大。In the existing UAV obstacle avoidance technology, sensors are often used to detect obstacles. For example, "A Multi-rotor UAV Autonomous Obstacle Avoidance Device and Obstacle Avoidance Method" (CN201810115267.3) uses a rotating detection sensor, Realize the detection of obstacles in the flight direction of the UAV, and then control the flight speed and direction; and "A UAV Obstacle Avoidance System for Transmission Line Inspection" (CN201711259999.1) through millimeter-wave radar and ultrasonic sensors Real-time measurement and control of obstacles with visual sensors, and then automatically adjust according to the distance between the UAV and obstacles. However, the sensor-based obstacle detection method has the problem of low sensor recognition accuracy, which is not enough to distinguish the wires; the obstacle recognition method based on the joint measurement and control of millimeter-wave radar and sensors increases the load of the UAV, resulting in the flexibility of the UAV. Insufficient and costly.

发明内容Contents of the invention

为解决上述背景技术中提出的问题,本发明提供一种基于毫米波雷达的线路巡检无人机避障方法及系统,通过设置等级预警提示无人机调整飞行状态,实现无人机灵活避障。In order to solve the problems raised in the above-mentioned background technology, the present invention provides an obstacle avoidance method and system for a line inspection UAV based on a millimeter wave radar. By setting a level of early warning, the UAV is prompted to adjust the flight state, and the UAV can be flexibly avoided. barrier.

本发明第一部分提供一种基于毫米波雷达的线路巡检无人机避障方法,包括以下步骤:The first part of the present invention provides a method for avoiding obstacles of a line inspection drone based on millimeter wave radar, including the following steps:

通过所述毫米波雷达发射雷达信号,判断是否接收到雷达回波信号,若否,则判断无障碍物;若是,则根据所述雷达回波信号输出等级告警信号;所述无人机根据所述告警信号调整飞行状态。The radar signal is transmitted by the millimeter-wave radar, and it is judged whether the radar echo signal is received, and if not, it is judged that there is no obstacle; if so, the level warning signal is output according to the radar echo signal; Adjust the flight status according to the above warning signal.

作为一种可选方案,所述根据所述雷达回波信号输出等级告警信号具体为:根据所述雷达回波信号获取无人机与障碍物的距离R;根据所述距离R与预设安全距离的比值r输出对应的等级告警信号。As an optional solution, the outputting level warning signal according to the radar echo signal is specifically: obtaining the distance R between the UAV and the obstacle according to the radar echo signal; The ratio r of the distance outputs the corresponding level alarm signal.

作为一种可选方案,所述根据所述距离R与预设安全距离的比值输出对应的等级告警信号具体为:若r>1.2,则无告警信号;若1.2≥r>1.1,则输出黄色告警信号;若1.1≥r>1,则输出橙色告警信号;若r≤1,则输出红色告警信号。As an optional solution, the corresponding level alarm signal output according to the ratio of the distance R to the preset safety distance is specifically: if r>1.2, then no alarm signal; if 1.2≥r>1.1, then output yellow Alarm signal; if 1.1≥r>1, an orange alarm signal will be output; if r≤1, a red alarm signal will be output.

作为一种可选方案,所述预设安全距离与交流输电线路的电压关系包括:当电压为110kV时,预设安全距离为3m;当电压为220kV时,预设安全距离为5m;当电压为330kV时,预设安全距离为7m;当电压为500kV时,预设安全距离为10m;当电压为750kV时,预设安全距离为12m;当电压为1000kV时,预设安全距离为15m。As an alternative, the relationship between the preset safety distance and the voltage of the AC transmission line includes: when the voltage is 110kV, the preset safety distance is 3m; when the voltage is 220kV, the preset safety distance is 5m; when the voltage When the voltage is 330kV, the preset safety distance is 7m; when the voltage is 500kV, the preset safety distance is 10m; when the voltage is 750kV, the preset safety distance is 12m; when the voltage is 1000kV, the preset safety distance is 15m.

作为一种可选方案,所述预设安全距离与直流输电线路的电压关系包括:当电压为±500kV时,预设安全距离为15m;当电压为±660kV时,预设安全距离为18m;当电压为±800kV时,预设安全距离为20m。As an optional solution, the relationship between the preset safety distance and the voltage of the DC transmission line includes: when the voltage is ±500kV, the preset safety distance is 15m; when the voltage is ±660kV, the preset safety distance is 18m; When the voltage is ±800kV, the preset safety distance is 20m.

作为一种可选方案,所述无人机在前向、后向、左向、右向四个方向设有毫米波雷达,所述根据所述雷达回波信号输出等级告警信号具体包括:分别根据前向、后向、左向、右向的雷达回波信号获取对应方向的等级告警信号。As an optional solution, the UAV is provided with millimeter-wave radars in four directions: forward, backward, left, and right, and the output level warning signal according to the radar echo signal specifically includes: According to the forward, backward, left and right radar echo signals, the level warning signal of the corresponding direction is obtained.

作为一种可选方案,所述无人机根据所述告警信号调整飞行状态具体为:As an optional solution, the UAV adjusts the flight state according to the warning signal as follows:

A.若只有一个方向输出告警信号,则减缓告警方向的飞行速度,若告警等级为红色,则朝告警方向相反方向平行移动;B.若两个相反方向输出告警信号,则朝告警等级较小的方向平行移动,直至高等级告警降低为止,若告警等级相同且不为红色,则朝距离较大的方向平行移动;若告警等级均为红色,则沿原有飞行航迹返回;C.若三个方向或四个方向的输出告警信号,则分别按照上述A或B调整飞行状态。A. If there is only one direction to output the alarm signal, slow down the flight speed of the alarm direction. If the alarm level is red, then move in parallel to the opposite direction of the alarm direction; B. If two opposite directions output alarm signals, the direction of the alarm level is smaller Move in parallel in the same direction until the high-level warning is lowered. If the warning level is the same and is not red, then move in parallel in the direction with a larger distance; if the warning levels are all red, return along the original flight path; C. If If the warning signals are output in three directions or four directions, the flight status is adjusted according to the above-mentioned A or B respectively.

作为一种可选方案,所述雷达信号为调频连续波,所述距离R通过雷达信号与雷达回波信号之间的频率差获得。As an optional solution, the radar signal is a frequency-modulated continuous wave, and the distance R is obtained through a frequency difference between the radar signal and the radar echo signal.

本发明第二部分提供一种基于毫米波雷达的线路巡检无人机避障系统,述无人机避障系统包括毫米波雷达,告警等级模块以及飞行调整模块;所述毫米波雷达用于发射雷达信号,并接收雷达回波信号;所述告警等级模块用于根据所述雷达回波信号输出等级告警信号;所述飞行调整模块用于根据所述告警信号调整飞行状态。The second part of the present invention provides a line inspection UAV obstacle avoidance system based on millimeter wave radar. The UAV obstacle avoidance system includes a millimeter wave radar, an alarm level module and a flight adjustment module; the millimeter wave radar is used for The radar signal is transmitted and the radar echo signal is received; the warning level module is used to output a level warning signal according to the radar echo signal; the flight adjustment module is used to adjust the flight state according to the warning signal.

作为一种可选方案,所述无人机在前向、后向、左向、右向四个方向设有毫米波雷达,所述飞行调整模块用于根据所述告警信号调整飞行状态具体为:As an optional solution, the UAV is provided with millimeter-wave radars in four directions: forward, backward, left, and right, and the flight adjustment module is used to adjust the flight state according to the warning signal. :

A.若只有一个方向输出告警信号,则减缓告警方向的飞行速度,若告警等级为红色,则朝告警方向相反方向平行移动;B.若两个相反方向输出告警信号,则朝告警等级较小的方向平行移动,直至高等级告警降低为止,若告警等级相同且不为最高级,则朝距离较大的方向平行移动;若告警等级均为最高级,则沿原有飞行航迹返回;C.若三个方向或四个方向的输出告警信号,则分别按照上述A或B调整飞行状态。A. If there is only one direction to output the alarm signal, slow down the flight speed of the alarm direction. If the alarm level is red, then move in parallel to the opposite direction of the alarm direction; B. If two opposite directions output alarm signals, the direction of the alarm level is smaller Move in parallel in the same direction until the high-level warning is lowered. If the warning level is the same and not the highest level, move in parallel in the direction with a larger distance; if the warning level is the highest level, return along the original flight path; C . If warning signals are output in three directions or four directions, then adjust the flight status according to the above A or B respectively.

本发明的优点在于:本发明提供的基于毫米波雷达的旋翼无人机线路巡检避障方法及系统,通过在无人机上设置毫米波雷达,并设置等级告警信号,毫米波雷达的识别精度可达到导线级,克服了现有采用传感器进行障碍物探测方法识别精度不足的问题,通过实时探测无人机与周围不同方向上障碍物,进行不同程度的危险告警,并自动调整飞行速度和方向实现无人机避障,有效避免了无人机碰撞导线的事故。The advantage of the present invention is that: the millimeter-wave radar-based rotor UAV line inspection and obstacle avoidance method and system provided by the present invention, by setting the millimeter-wave radar on the UAV, and setting the level alarm signal, the recognition accuracy of the millimeter-wave radar It can reach the wire level, which overcomes the problem of insufficient recognition accuracy of the existing sensor-based obstacle detection method. Through real-time detection of obstacles in different directions between the UAV and the surroundings, different degrees of danger alarms are issued, and the flight speed and direction are automatically adjusted. Realize UAV obstacle avoidance, effectively avoid the accident of UAV colliding with wire.

附图说明Description of drawings

图1为本发明实施例提供的基于毫米波雷达的线路巡检无人机避障方法流程示意图;Fig. 1 is a schematic flow chart of the obstacle avoidance method for the line inspection drone based on the millimeter wave radar provided by the embodiment of the present invention;

图2为本发明实施例提供的基于调频连续波的雷达测距原理示意图;FIG. 2 is a schematic diagram of the principle of radar ranging based on frequency modulated continuous waves provided by an embodiment of the present invention;

图3为本发明实施例提供的无人机机头雷达阵列布局图;Fig. 3 is the layout diagram of the UAV nose radar array provided by the embodiment of the present invention;

图4为本发明实施例提供的无人机巡检飞行不同等级告警示意图。Fig. 4 is a schematic diagram of different levels of warnings for drone inspection flights provided by an embodiment of the present invention.

具体实施方式Detailed ways

下面参照附图并结合具体的实施例,对本发明作进一步的详细说明。The present invention will be further described in detail below with reference to the accompanying drawings and in combination with specific embodiments.

实施例一Embodiment one

如图1所示本发明实施例提供的基于毫米波雷达的线路巡检无人机避障方法流程示意图,本发明实施例提供方法,包括以下步骤:As shown in Figure 1, the schematic flow chart of the obstacle avoidance method for the line inspection drone based on the millimeter-wave radar provided by the embodiment of the present invention, the method provided by the embodiment of the present invention includes the following steps:

通过所述毫米波雷达发射雷达信号,判断是否接收到雷达回波信号,若否,则判断无障碍物;若是,则根据所述雷达回波信号输出等级告警信号;所述无人机根据所述告警信号调整飞行状态。The radar signal is transmitted by the millimeter-wave radar, and it is judged whether the radar echo signal is received, and if not, it is judged that there is no obstacle; if so, the level warning signal is output according to the radar echo signal; Adjust the flight status according to the above warning signal.

也即是通过发射和接收雷达信号进行有无障碍物判断以及无人机与障碍物距离测量。如发射雷达信号后,无雷达回波信号,即接收雷达信号为0,则判断为无障碍物或障碍物与无人机距离过大。That is, by transmitting and receiving radar signals to judge the presence or absence of obstacles and measure the distance between the UAV and obstacles. If there is no radar echo signal after transmitting the radar signal, that is, the received radar signal is 0, it is judged that there is no obstacle or the distance between the obstacle and the UAV is too large.

本实施例通过在无人机上设置毫米波雷达,并设置等级告警信号,毫米波雷达的识别精度可达到导线级,克服了现有采用传感器进行障碍物探测方法识别精度不足的问题,通过实时探测无人机与周围不同方向上障碍物,进行不同程度的危险告警,并自动调整飞行速度和方向实现无人机避障,有效避免了无人机碰撞导线的事故。In this embodiment, by setting the millimeter-wave radar on the UAV and setting the level alarm signal, the recognition accuracy of the millimeter-wave radar can reach the wire level, which overcomes the problem of insufficient recognition accuracy of the existing obstacle detection method using sensors. Through real-time detection The UAV and the obstacles in different directions around it will give different degrees of danger warning, and automatically adjust the flight speed and direction to realize the UAV obstacle avoidance, effectively avoiding the accident of the UAV colliding with the wire.

可选的,如图2所示,所述雷达信号为调频连续波,所述距离R通过雷达信号与雷达回波信号之间的频率差获得。Optionally, as shown in FIG. 2 , the radar signal is a frequency-modulated continuous wave, and the distance R is obtained through a frequency difference between the radar signal and the radar echo signal.

可选的,所述根据所述雷达回波信号输出等级告警信号具体为:根据所述雷达回波信号获取无人机与障碍物的距离R;根据所述距离R与预设安全距离的比值r输出对应的等级告警信号。Optionally, the outputting level warning signal according to the radar echo signal is specifically: obtaining the distance R between the UAV and the obstacle according to the radar echo signal; according to the ratio of the distance R to the preset safety distance r output corresponding level alarm signal.

本实施例采用的毫米波雷达频率为77GHz,波长为3.9mm,可对导线级障碍物进行识别。若f0为雷达发射信号与反射信号之间的频率差,T为调制三角波的周期,△F为调频带宽,则R可表示为The millimeter-wave radar used in this embodiment has a frequency of 77 GHz and a wavelength of 3.9 mm, which can identify wire-level obstacles. If f 0 is the frequency difference between the radar transmitted signal and the reflected signal, T is the period of the modulated triangular wave, and △F is the frequency modulation bandwidth, then R can be expressed as

式中,c为电磁波速度,即c=3×108m/s。In the formula, c is the electromagnetic wave velocity, that is, c=3×108m/s.

可选的,如图3所示,所述根据所述距离R与预设安全距离的比值输出对应的等级告警信号具体为:若r>1.2,则无告警信号;若1.2≥r>1.1,则输出黄色告警信号;若1.1≥r>1,则输出橙色告警信号;若r≤1,则输出红色告警信号。Optionally, as shown in FIG. 3 , the corresponding level alarm signal output according to the ratio of the distance R to the preset safety distance is specifically: if r>1.2, no alarm signal; if 1.2≥r>1.1, Then output a yellow alarm signal; if 1.1≥r>1, then output an orange alarm signal; if r≤1, then output a red alarm signal.

具体的告警等级划分如表1所示。The specific alarm level classification is shown in Table 1.

表1无人机巡检安全飞行告警等级划分Table 1 Classification of drone inspection safety flight warning levels

rr r≥1.2r≥1.2 1.1<r≤1.21.1<r≤1.2 1<r≤1.11<r≤1.1 r≤1r≤1 告警等级Alarm level 无告警no warning 黄色yellow 橙色orange 红色red

可选的,所述无人机在前向、后向、左向、右向四个方向设有毫米波雷达,所述根据所述雷达回波信号输出等级告警信号具体包括:分别根据前向、后向、左向、右向的雷达回波信号获取对应方向的等级告警信号。Optionally, the UAV is equipped with millimeter-wave radars in the four directions of forward, backward, left, and right, and the outputting a level alarm signal according to the radar echo signal specifically includes: , backward, left, and right radar echo signals to obtain level warning signals in the corresponding direction.

可选的,所述预设安全距离与交流输电线路的电压关系包括:当电压为110kV时,预设安全距离为3m;当电压为220kV时,预设安全距离为5m;当电压为330kV时,预设安全距离为7m;当电压为500kV时,预设安全距离为10m;当电压为750kV时,预设安全距离为12m;当电压为1000kV时,预设安全距离为15m。Optionally, the relationship between the preset safety distance and the voltage of the AC transmission line includes: when the voltage is 110kV, the preset safety distance is 3m; when the voltage is 220kV, the preset safety distance is 5m; when the voltage is 330kV , the preset safety distance is 7m; when the voltage is 500kV, the preset safety distance is 10m; when the voltage is 750kV, the preset safety distance is 12m; when the voltage is 1000kV, the preset safety distance is 15m.

可选的,所述预设安全距离与直流输电线路的电压关系包括:当电压为±500kV时,预设安全距离为15m;当电压为±660kV时,预设安全距离为18m;当电压为±800kV时,预设安全距离为20m。Optionally, the relationship between the preset safety distance and the voltage of the direct current transmission line includes: when the voltage is ±500kV, the preset safety distance is 15m; when the voltage is ±660kV, the preset safety distance is 18m; when the voltage is When ±800kV, the preset safety distance is 20m.

如图4所示,无人机在在前向、后向、左向、右向四个方向设有四个毫米波雷达,分别获取无人机在前、后、左、右四个方向与障碍物的最短距离,并同预设的安全距离进行对比;输电线路分为交流和直流,其中电压等级输电线路预设安全距离如下表所示As shown in Figure 4, the UAV is equipped with four millimeter-wave radars in the four directions of forward, backward, left, and right, which can respectively obtain The shortest distance of the obstacle, and compare it with the preset safety distance; the transmission line is divided into AC and DC, and the preset safety distance of the voltage level transmission line is shown in the table below

表2交流输电线路无人机巡检预设安全距离Table 2 Preset safe distance for UAV inspection of AC transmission lines

电压等级Voltage level 110kV110kV 220kV220kV 330kV330kV 500kV500kV 750kV750kV 1000kV1000kV 预设安全距离(m)Preset safety distance (m) 33 55 77 1010 1212 1515

表3直流输电线路无人机巡检预设安全距离Table 3 Preset safe distance for UAV inspection of DC transmission lines

电压等级Voltage level ±500kV±500kV ±660kV±660kV ±800kV±800kV 预设安全飞行距离(m)Preset safe flight distance (m) 1515 1818 2020

可选的,所述无人机根据所述告警信号调整飞行状态具体为:A.若只有一个方向输出告警信号,则减缓告警方向的飞行速度,若告警等级为红色,则朝告警方向相反方向平行移动;B.若两个相反方向输出告警信号,则朝告警等级较小的方向平行移动,直至高等级告警降低为止,若告警等级相同且不为红色,则朝距离较大的方向平行移动;若告警等级均为红色,则沿原有飞行航迹返回;C.若三个方向或四个方向的输出告警信号,则分别按照上述A或B调整飞行状态。Optionally, the UAV adjusts the flight state according to the warning signal as follows: A. If there is only one direction to output the warning signal, then slow down the flight speed in the warning direction; if the warning level is red, then move in the direction opposite to the warning direction Parallel movement; B. If the alarm signals are output in two opposite directions, then move in parallel in the direction of the smaller alarm level until the high level alarm is reduced. If the alarm level is the same and it is not red, then move in parallel in the direction of the larger distance ; If the warning levels are all red, return along the original flight track; C. If the warning signals are output in three directions or four directions, then adjust the flight status according to the above-mentioned A or B respectively.

根据不同方向、不同等级的告警情况,自动调整飞行速度和方向进行无人机避障。具体表现为:当某一方向发生告警时,应减缓当前方向无人机的飞行速度,若告警等级达到红色,则应朝相反方向平行移动,直至红色告警降低为止。According to different directions and different levels of warning conditions, the flight speed and direction are automatically adjusted to avoid obstacles. The specific performance is: when an alarm occurs in a certain direction, the flying speed of the drone in the current direction should be slowed down. If the alarm level reaches red, it should move in parallel in the opposite direction until the red alarm decreases.

当前、后或左、右两个相反方向均有告警时,朝告警等级较小的方向平行移动,直至高等级告警降低为止,若告警等级相同且不为红色,则朝最短距离大的方向平行移动,直至这两个方向上最短距离基本一致为止;若告警等级均为红色,则沿原有飞行航迹返回,直至红色告警降低为止。When there are alarms in the two opposite directions of front, rear or left and right, move in parallel in the direction of the smaller alarm level until the high level alarm is reduced. If the alarm level is the same and it is not red, move in parallel in the direction with the shortest distance Move until the shortest distance in these two directions is basically the same; if the alarm levels are all red, return along the original flight path until the red alarm is lowered.

当出现三个方向或四个方向的告警时,分为前、后方向调整和左、右方向调整两个步骤,按照上述单一方向或两个方向发生告警的处理方法进行无人机飞行速度和方向调整。When an alarm occurs in three directions or four directions, it is divided into two steps: front and rear direction adjustment and left and right direction adjustment. According to the above-mentioned single direction or two direction alarm processing method, the UAV flight speed and Orientation adjustment.

通过前、后、左、右四个方向布置的毫米波雷达,测量无人机与周围障碍物的距离,取不同方向的最短距离与预设安全飞行距离进行对比,并根据比值的大小发出黄、橙、红三个等级的危险告警,最后根据不同方向、不同等级的告警情况,自动调整飞行速度和方向实现无人机避障。Measure the distance between the UAV and the surrounding obstacles through the millimeter-wave radar arranged in the four directions of front, rear, left and right, compare the shortest distance in different directions with the preset safe flight distance, and emit a yellow signal according to the ratio , Orange, and Red three levels of danger alarms, and finally according to different directions and different levels of alarms, automatically adjust the flight speed and direction to realize the UAV obstacle avoidance.

本实施例提供的基于毫米波雷达的线路巡检无人机避障方法,可精确识别导线级障碍物,并能在前、后、左、右四个方向对无人机与障碍物的距离进行不同等级的危险告警,继而自动调整无人机飞行状态实现避障,安全可靠,具有较强的实用性。The millimeter-wave radar-based line inspection UAV obstacle avoidance method provided in this embodiment can accurately identify wire-level obstacles, and can measure the distance between the UAV and the obstacle in the four directions of front, back, left, and right. Carry out different levels of danger alarms, and then automatically adjust the flight status of the UAV to achieve obstacle avoidance, which is safe and reliable, and has strong practicability.

实施例二Embodiment two

本发明第二部分提供一种基于毫米波雷达的线路巡检无人机避障系统,述无人机避障系统包括毫米波雷达,告警等级模块以及飞行调整模块;所述毫米波雷达用于发射雷达信号,并接收雷达回波信号;所述告警等级模块用于根据所述雷达回波信号输出等级告警信号;所述飞行调整模块用于根据所述告警信号调整飞行状态。The second part of the present invention provides a line inspection UAV obstacle avoidance system based on millimeter wave radar. The UAV obstacle avoidance system includes a millimeter wave radar, an alarm level module and a flight adjustment module; the millimeter wave radar is used for The radar signal is transmitted and the radar echo signal is received; the warning level module is used to output a level warning signal according to the radar echo signal; the flight adjustment module is used to adjust the flight state according to the warning signal.

作为一种可选方案,所述无人机在前向、后向、左向、右向四个方向设有毫米波雷达,所述飞行调整模块用于根据所述告警信号调整飞行状态具体为:As an optional solution, the UAV is provided with millimeter-wave radars in four directions: forward, backward, left, and right, and the flight adjustment module is used to adjust the flight state according to the warning signal. :

A.若只有一个方向输出告警信号,则减缓告警方向的飞行速度,若告警等级为红色,则朝告警方向相反方向平行移动;B.若两个相反方向输出告警信号,则朝告警等级较小的方向平行移动,直至高等级告警降低为止,若告警等级相同且不为最高级,则朝距离较大的方向平行移动;若告警等级均为最高级,则沿原有飞行航迹返回;C.若三个方向或四个方向的输出告警信号,则分别按照上述A或B调整飞行状态。A. If there is only one direction to output the alarm signal, slow down the flight speed of the alarm direction. If the alarm level is red, then move in parallel to the opposite direction of the alarm direction; B. If two opposite directions output alarm signals, the direction of the alarm level is smaller Move in parallel in the same direction until the high-level warning is lowered. If the warning level is the same and not the highest level, move in parallel in the direction with a larger distance; if the warning level is the highest level, return along the original flight path; C . If warning signals are output in three directions or four directions, then adjust the flight status according to the above A or B respectively.

本实施例提供的基于毫米波雷达的线路巡检无人机避障系统具体工作流程及工作原理可参照实施例一,在此不再赘述。For the specific workflow and working principle of the millimeter-wave radar-based line inspection UAV obstacle avoidance system provided in this embodiment, please refer to Embodiment 1, and details will not be repeated here.

本领域内的技术人员应明白,本申请的实施例可提供为方法、系统、或计算机程序产品。因此,本申请可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本申请可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the present application may be provided as methods, systems, or computer program products. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.

本申请是参照根据本申请实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present application is described with reference to flowcharts and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the present application. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.

这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.

这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby The instructions provide steps for implementing the functions specified in the flow chart or blocks of the flowchart and/or the block or blocks of the block diagrams.

以上仅为本发明的实施例而已,并不用于限制本发明,凡在本发明的精神和原则之内,所做的任何修改、等同替换、改进等,均包含在申请待批的本发明的权利要求范围之内。The above are only embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention are included in the pending application of the present invention. within the scope of the claims.

Claims (10)

1. a kind of line data-logging unmanned plane barrier-avoiding method based on millimetre-wave radar, which is characterized in that include the following steps:
Emit radar signal by the millimetre-wave radar,
Judge whether to receive radar echo signal, if it is not, then judging clear;If so, being believed according to the radar return Number output level alarm signal;
The unmanned plane adjusts state of flight according to the alarm signal.
2. the line data-logging unmanned plane barrier-avoiding method according to claim 1 based on millimetre-wave radar, which is characterized in that institute It states and is specially according to the radar echo signal output level alarm signal:
Unmanned plane and barrier distance R are obtained according to the radar echo signal;
According to distance R grade alarm signals corresponding with the output of the ratio r of default safe distance.
3. the line data-logging unmanned plane barrier-avoiding method according to claim 2 based on millimetre-wave radar, which is characterized in that institute It states and is specially according to distance R grade alarm signals corresponding with the output of the ratio of default safe distance:
If r > 1.2, no alarm signal;
If 1.2 >=r > 1.1 export yellow alarm signal;
If 1.1 >=r > 1 export orange alarm signal;
If r≤1, output red alarm signal.
4. the line data-logging unmanned plane barrier-avoiding method according to claim 3 based on millimetre-wave radar, which is characterized in that institute The voltage relationship for stating default safe distance and transmission line of alternation current includes:
When voltage is 110kV, default safe distance 3m;
When voltage is 220kV, default safe distance 5m;
When voltage is 330kV, default safe distance 7m;
When voltage is 500kV, default safe distance 10m;
When voltage is 750kV, default safe distance 12m;
When voltage is 1000kV, default safe distance 15m.
5. the line data-logging unmanned plane barrier-avoiding method according to claim 3 based on millimetre-wave radar, which is characterized in that institute The voltage relationship for stating default safe distance and DC power transmission line includes:
When voltage is ± 500kV, default safe distance 15m;
When voltage is ± 660kV, default safe distance 18m;
When voltage is ± 800kV, default safe distance 20m.
6. special according to line data-logging unmanned plane barrier-avoiding method of claim 2 to 5 any one of them based on millimetre-wave radar Sign is that the unmanned plane is equipped with millimetre-wave radar in forward, backward, left-hand, dextrad four direction, described according to the radar Echo-signal output level alarm signal specifically includes:
The grade alarm signal of corresponding direction is obtained according to the radar echo signal of forward, backward, left-hand, dextrad respectively.
7. special according to line data-logging unmanned plane barrier-avoiding method of the claim 2-5 any one of them based on millimetre-wave radar Sign is that the unmanned plane adjusts state of flight according to the alarm signal and is specially:
If A. only there are one direction outputting alarm signals, slow down the flying speed in alarm direction, if alarm grade is red, It is moved in parallel towards alarm direction opposite direction;
If B. two opposite direction outputting alarm signals, direction towards alarm smaller grade moves in parallel, until high-grade announcement Until alert reduction, if alarm grade is identical and is not red, moved in parallel towards apart from larger direction;If alarm grade is Red is then returned along original flight track;
If the C. outputting alarm signal of three directions or four direction, state of flight is adjusted according to above-mentioned A or B respectively.
8. special according to line data-logging unmanned plane barrier-avoiding method of claim 2 to 5 any one of them based on millimetre-wave radar Sign is that the radar signal is CW with frequency modulation, and the distance R passes through the frequency between radar signal and radar echo signal Difference obtains.
9. a kind of line data-logging unmanned plane obstacle avoidance system based on millimetre-wave radar, which is characterized in that unmanned plane avoidance system System includes millimetre-wave radar, alerts grade module and flight adjustment module;
The millimetre-wave radar receives radar echo signal for emitting radar signal;
The alarm grade module is used for according to the radar echo signal output level alarm signal;
The flight adjustment module is used to adjust state of flight according to the alarm signal.
10. the line data-logging unmanned plane obstacle avoidance system according to claim 9 based on millimetre-wave radar, the unmanned plane exist Forward, backward, left-hand, dextrad four direction are equipped with millimetre-wave radar, and the flight adjustment module is used to be believed according to the alarm Number adjustment state of flight be specially:
If A. only there are one direction outputting alarm signals, slow down the flying speed in alarm direction, if alarm grade is red, It is moved in parallel towards alarm direction opposite direction;
If B. two opposite direction outputting alarm signals, direction towards alarm smaller grade moves in parallel, until high-grade announcement Until alert reduction, if alarm grade is identical and is not the superlative degree, moved in parallel towards apart from larger direction;If it is equal to alert grade For the superlative degree, then returned along original flight track;
If the C. outputting alarm signal of three directions or four direction, state of flight is adjusted according to above-mentioned A or B respectively.
CN201811058537.8A 2018-09-11 2018-09-11 A kind of line data-logging unmanned plane barrier-avoiding method and system based on millimetre-wave radar Pending CN108803666A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811058537.8A CN108803666A (en) 2018-09-11 2018-09-11 A kind of line data-logging unmanned plane barrier-avoiding method and system based on millimetre-wave radar

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811058537.8A CN108803666A (en) 2018-09-11 2018-09-11 A kind of line data-logging unmanned plane barrier-avoiding method and system based on millimetre-wave radar

Publications (1)

Publication Number Publication Date
CN108803666A true CN108803666A (en) 2018-11-13

Family

ID=64082310

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811058537.8A Pending CN108803666A (en) 2018-09-11 2018-09-11 A kind of line data-logging unmanned plane barrier-avoiding method and system based on millimetre-wave radar

Country Status (1)

Country Link
CN (1) CN108803666A (en)

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109341695A (en) * 2018-11-15 2019-02-15 江苏艾佳家居用品有限公司 Indoor Navigation of Pilotless Aircraft method based on floor plan calibration
CN109782803A (en) * 2019-01-30 2019-05-21 云南电网有限责任公司电力科学研究院 A system and method for unmanned aerial vehicle transmission line inspection
CN111157996A (en) * 2020-01-06 2020-05-15 珠海丽亭智能科技有限公司 Parking robot driving safety detection method
CN111722215A (en) * 2019-03-20 2020-09-29 上海高智科技发展有限公司 Obstacle detection and early warning method, device, portable device and storage medium
CN115113650A (en) * 2022-08-30 2022-09-27 南京金城数据科技有限公司 Air-ground integrated data fusion system based on unmanned aerial vehicle autonomous operation
CN115616578A (en) * 2022-12-05 2023-01-17 成都航空职业技术学院 Radar detection method and device for unmanned aerial vehicle
CN115825957A (en) * 2022-11-23 2023-03-21 国网智能科技股份有限公司 An unmanned aerial vehicle, method and power inspection system applied to electric power inspection
CN116027321A (en) * 2022-01-14 2023-04-28 北京中创恒益科技有限公司 A high-precision real-time protection system and method for transmission lines
CN117092631A (en) * 2023-10-19 2023-11-21 江苏翰林正川工程技术有限公司 Target positioning and ranging method and system for power transmission channel construction machinery

Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102591355A (en) * 2012-02-24 2012-07-18 山东电力研究院 Method for detecting safe power-line-cruising distance of UAV (unmanned aerial vehicle)
CN103116360A (en) * 2013-01-31 2013-05-22 南京航空航天大学 Unmanned aerial vehicle obstacle avoidance controlling method
CN103135550A (en) * 2013-01-31 2013-06-05 南京航空航天大学 Multiple obstacle-avoidance control method of unmanned plane used for electric wire inspection
CN103224026A (en) * 2012-12-05 2013-07-31 福建省电力有限公司 Special-purpose unmanned helicopter obstacle-avoidance system for mountain-area electrical network routing inspection and work flow thereof
CN105159297A (en) * 2015-09-11 2015-12-16 南方电网科学研究院有限责任公司 Unmanned aerial vehicle inspection obstacle avoidance system and method for power transmission line
CN105575188A (en) * 2016-03-07 2016-05-11 丁元沅 Airborne autonomous monitoring and alarming system and method for safe operation of unmanned aerial vehicle
CN106950978A (en) * 2017-03-28 2017-07-14 西安电子科技大学 Fixed-wing unmanned plane obstacle avoidance system and its barrier-avoiding method and fixed-wing unmanned plane
CN107765854A (en) * 2017-10-20 2018-03-06 国网湖北省电力公司检修公司 A kind of polling transmission line method based on augmented reality
CN107783119A (en) * 2016-08-25 2018-03-09 大连楼兰科技股份有限公司 Decision fusion method applied to obstacle avoidance system
CN107783544A (en) * 2016-08-25 2018-03-09 大连楼兰科技股份有限公司 A method for controlling the obstacle-avoiding flight of a single-rotor plant protection UAV
CN107783546A (en) * 2016-08-25 2018-03-09 大连楼兰科技股份有限公司 Single-rotor plant protection UAV obstacle avoidance system and method
CN107783547A (en) * 2016-08-25 2018-03-09 大连楼兰科技股份有限公司 Post-disaster rescue rotor UAV obstacle avoidance system and method
CN108037765A (en) * 2017-12-04 2018-05-15 国网山东省电力公司电力科学研究院 A kind of unmanned plane obstacle avoidance system for polling transmission line
CN108062111A (en) * 2018-02-06 2018-05-22 贵州电网有限责任公司 A kind of multi-rotor unmanned aerial vehicle automatic obstacle avoiding device and barrier-avoiding method

Patent Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102591355A (en) * 2012-02-24 2012-07-18 山东电力研究院 Method for detecting safe power-line-cruising distance of UAV (unmanned aerial vehicle)
CN103224026A (en) * 2012-12-05 2013-07-31 福建省电力有限公司 Special-purpose unmanned helicopter obstacle-avoidance system for mountain-area electrical network routing inspection and work flow thereof
CN103116360A (en) * 2013-01-31 2013-05-22 南京航空航天大学 Unmanned aerial vehicle obstacle avoidance controlling method
CN103135550A (en) * 2013-01-31 2013-06-05 南京航空航天大学 Multiple obstacle-avoidance control method of unmanned plane used for electric wire inspection
CN105159297A (en) * 2015-09-11 2015-12-16 南方电网科学研究院有限责任公司 Unmanned aerial vehicle inspection obstacle avoidance system and method for power transmission line
CN105575188A (en) * 2016-03-07 2016-05-11 丁元沅 Airborne autonomous monitoring and alarming system and method for safe operation of unmanned aerial vehicle
CN107783544A (en) * 2016-08-25 2018-03-09 大连楼兰科技股份有限公司 A method for controlling the obstacle-avoiding flight of a single-rotor plant protection UAV
CN107783119A (en) * 2016-08-25 2018-03-09 大连楼兰科技股份有限公司 Decision fusion method applied to obstacle avoidance system
CN107783546A (en) * 2016-08-25 2018-03-09 大连楼兰科技股份有限公司 Single-rotor plant protection UAV obstacle avoidance system and method
CN107783547A (en) * 2016-08-25 2018-03-09 大连楼兰科技股份有限公司 Post-disaster rescue rotor UAV obstacle avoidance system and method
CN106950978A (en) * 2017-03-28 2017-07-14 西安电子科技大学 Fixed-wing unmanned plane obstacle avoidance system and its barrier-avoiding method and fixed-wing unmanned plane
CN107765854A (en) * 2017-10-20 2018-03-06 国网湖北省电力公司检修公司 A kind of polling transmission line method based on augmented reality
CN108037765A (en) * 2017-12-04 2018-05-15 国网山东省电力公司电力科学研究院 A kind of unmanned plane obstacle avoidance system for polling transmission line
CN108062111A (en) * 2018-02-06 2018-05-22 贵州电网有限责任公司 A kind of multi-rotor unmanned aerial vehicle automatic obstacle avoiding device and barrier-avoiding method

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109341695A (en) * 2018-11-15 2019-02-15 江苏艾佳家居用品有限公司 Indoor Navigation of Pilotless Aircraft method based on floor plan calibration
CN109782803A (en) * 2019-01-30 2019-05-21 云南电网有限责任公司电力科学研究院 A system and method for unmanned aerial vehicle transmission line inspection
CN111722215A (en) * 2019-03-20 2020-09-29 上海高智科技发展有限公司 Obstacle detection and early warning method, device, portable device and storage medium
CN111157996A (en) * 2020-01-06 2020-05-15 珠海丽亭智能科技有限公司 Parking robot driving safety detection method
CN111157996B (en) * 2020-01-06 2022-06-14 珠海丽亭智能科技有限公司 A kind of parking robot driving safety detection method
CN116027321A (en) * 2022-01-14 2023-04-28 北京中创恒益科技有限公司 A high-precision real-time protection system and method for transmission lines
CN116027321B (en) * 2022-01-14 2024-01-30 北京中创恒益科技有限公司 High-precision real-time protection system and method for power transmission line
CN115113650B (en) * 2022-08-30 2022-11-04 南京金城数据科技有限公司 Air-ground integrated data fusion system based on unmanned aerial vehicle autonomous operation
CN115113650A (en) * 2022-08-30 2022-09-27 南京金城数据科技有限公司 Air-ground integrated data fusion system based on unmanned aerial vehicle autonomous operation
CN115825957A (en) * 2022-11-23 2023-03-21 国网智能科技股份有限公司 An unmanned aerial vehicle, method and power inspection system applied to electric power inspection
CN115825957B (en) * 2022-11-23 2024-12-17 国网智能科技股份有限公司 Unmanned aerial vehicle and method applied to power inspection and power inspection system
CN115616578A (en) * 2022-12-05 2023-01-17 成都航空职业技术学院 Radar detection method and device for unmanned aerial vehicle
CN117092631A (en) * 2023-10-19 2023-11-21 江苏翰林正川工程技术有限公司 Target positioning and ranging method and system for power transmission channel construction machinery
CN117092631B (en) * 2023-10-19 2024-04-19 江苏翰林正川工程技术有限公司 Target positioning and ranging method and system for power transmission channel construction machinery

Similar Documents

Publication Publication Date Title
CN108803666A (en) A kind of line data-logging unmanned plane barrier-avoiding method and system based on millimetre-wave radar
US11113980B2 (en) Boolean mathematics approach to air traffic management
KR102576697B1 (en) Collision preventing apparatus and collision preventing method
US10388173B2 (en) Collision avoidance system for aircraft ground operations
CA2893091C (en) Enhanced rf detection system
US10854097B2 (en) Anti-collision device and related avionic protection system, anti-collision method and computer program
Elrayes et al. Smart airport foreign object debris detection rover using LiDAR technology
US20200217967A1 (en) Systems and methods for modulating the range of a lidar sensor on an aircraft
CA3101136C (en) A method and a system for guiding a pilot of an approaching aircraft to a stop position at a stand
JP2014071111A (en) Systems and methods for performing wingtip protection
CN108291965A (en) Vehicle radar system
EP3339184A1 (en) Apparatus and method for detecting stall condition
WO2022099468A1 (en) Radar, radar data processing method, mobile platform, and storage medium
CN111157996B (en) A kind of parking robot driving safety detection method
EP4152046A1 (en) Multi-fiber optical sensor for light aircraft
CN209758955U (en) Driverless forklift
CN113671992B (en) Flying anti-collision method and device based on magnetic field intensity of overhead transmission line
US20200231148A1 (en) Obstacle detection using camera mounted on protrusion of vehicle
CN110371136B (en) Method for controlling speed of unmanned equipment during obstacle avoidance
EP3859712A1 (en) Collision awareness using cameras mounted on a vehicle
CN113485408B (en) Alternating current transmission line flying anti-collision method and device based on phase method and electronic equipment
CN108053691A (en) A kind of unmanned plane of unmanned plane anticollision automatic testing method and application this method
RU2812188C1 (en) Method for warning about hazard of collision of aircraft with airborne object
Savcı A phased array antenna system of a millimeter-wave FMCW radar for blind spot detection of mobile robots
CN108398685A (en) A kind of power-line patrolling unmanned plane avoidance radar holder based on millimeter-wave technology

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: 20181113