WO2017219588A1 - Environment detecting method and system based on unmanned aerial vehicle - Google Patents

Environment detecting method and system based on unmanned aerial vehicle Download PDF

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Publication number
WO2017219588A1
WO2017219588A1 PCT/CN2016/105541 CN2016105541W WO2017219588A1 WO 2017219588 A1 WO2017219588 A1 WO 2017219588A1 CN 2016105541 W CN2016105541 W CN 2016105541W WO 2017219588 A1 WO2017219588 A1 WO 2017219588A1
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WO
WIPO (PCT)
Prior art keywords
server
drone
detected
information
environmental
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PCT/CN2016/105541
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French (fr)
Chinese (zh)
Inventor
刘均
刘新
宋朝忠
欧阳张鹏
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深圳市元征科技股份有限公司
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Publication of WO2017219588A1 publication Critical patent/WO2017219588A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass

Definitions

  • the invention relates to the technical field of drones, and in particular to an environment detecting method and system based on drones.
  • the main object of the present invention is to provide an environment detection method and system based on a drone, which aims to achieve efficient environmental detection to assist decision making purposes.
  • an unmanned aerial vehicle based environment detecting method includes the following steps:
  • the drone When the drone receives the environmental detection instruction, the drone flies to the position to be detected;
  • the UAV flies according to a preset route in the area to be detected, acquires environment information of the area to be detected, and sends the information to the server;
  • the server acquires the environmental information
  • the server performs pre-processing on the environmental information to extract environmental features
  • the server analyzes the environmental information according to the environmental characteristics and a preset algorithm.
  • the method further includes:
  • the drone When the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs flight according to the flight path change instruction.
  • the method further includes:
  • the server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  • the invention also provides an unmanned aerial vehicle based environment detecting method comprising the following steps:
  • the drone When the drone receives the environmental detection instruction, the drone flies to the position to be detected;
  • the server analyzes the environmental information according to a preset algorithm.
  • the drone acquires environmental information of the location to be detected, including:
  • the drone performs flight according to a preset route in the area to be detected, and acquires environmental information of the area to be detected.
  • the server analyzes the environment information according to a preset algorithm, including:
  • the server acquires the environmental information
  • the server performs pre-processing on the environmental information to extract environmental features
  • the server analyzes the environmental information according to the environmental characteristics and a preset algorithm.
  • the method further includes:
  • the drone When the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs flight according to the flight path change instruction.
  • the method further includes:
  • the server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  • the present invention also provides an environment detecting system based on a drone, the system comprising: a drone and a server;
  • the drone includes:
  • a first flight module configured to fly to the location to be detected when the drone receives the environmental detection instruction
  • An acquiring module configured to acquire environment information of the location to be detected, and send the information to a server;
  • the server includes:
  • An analysis module is configured to analyze the environmental information according to a preset algorithm.
  • the obtaining module comprises:
  • a determining unit configured to determine a to-be-detected area of the location to be detected
  • the first acquiring unit is configured to perform flight according to the preset route in the area to be detected, and obtain environment information of the area to be detected.
  • the analysis module comprises:
  • a second acquiring unit configured to acquire the environment information
  • An information processing unit configured to preprocess the environmental information, and extract an environmental feature
  • an analyzing unit configured to analyze the environmental information according to the environmental feature and a preset algorithm.
  • the drone further comprises:
  • the second flight module when the drone is flying according to the preset route in the to-be-detected area, if the flight path change instruction is received, the flight is performed according to the flight path change instruction.
  • the server further includes:
  • the sending module sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  • the drone when the drone receives the environment detection instruction, the drone flies to the location to be detected; the drone acquires the environment information of the to-be-detected location, and sends the information to the server; A preset algorithm analyzes the environmental information. Due to the fast flying speed and wide flight range, the UAV flies to the location to be inspected, performs environmental detection, and sends the detected environmental information to the server, so that the server can obtain the environmental information detected by the drone, and realizes the implementation. Efficient environmental detection to aid decision making.
  • FIG. 1 is a schematic flow chart of a first embodiment of an environment detecting method based on a drone according to the present invention
  • FIG. 2 is a schematic flow chart of a second embodiment of an environment detecting method based on a drone according to the present invention
  • FIG. 3 is a schematic flow chart of a third embodiment of an environment detecting method based on a drone according to the present invention.
  • FIG. 4 is a schematic diagram of functional modules of a first embodiment of an environmental detection system based on a drone according to the present invention
  • FIG. 5 is a schematic diagram of functional modules of a second embodiment of an environment detecting system based on a drone according to the present invention.
  • FIG. 6 is a schematic diagram of functional modules of a third embodiment of an environmental detection system based on a drone according to the present invention.
  • FIG. 7 is a schematic diagram of functional modules of a fourth embodiment of an environment detecting system based on a drone according to the present invention.
  • FIG. 8 is a schematic diagram of functional modules of a fifth embodiment of an environment detecting system based on a drone according to the present invention.
  • the invention provides an environment detecting method based on a drone.
  • the method includes:
  • Step S10 when the drone receives the environmental detection instruction, the drone flies to the position to be detected;
  • Step S20 the UAV acquires environmental information of the to-be-detected location, and sends the information to the server;
  • Step S30 the server analyzes the environmental information according to a preset algorithm.
  • the UAV-based environment detection method provided by the invention is used for environmental detection by a drone to assist decision making.
  • the drone can be a fixed wing drone or a multi-rotor drone.
  • the unmanned aerial vehicle is connected to the preset network, and the preset network includes at least one unmanned aerial vehicle and the server, and may further include other networked devices such as a manipulation device for controlling the drone.
  • the drone can communicate directly with the server, or communicate with the server indirectly through the control device.
  • the server can also receive information sent by the drone or send instructions to the drone.
  • the server can receive information sent by multiple drones, so the information can be shared between the drones through the drone.
  • the environment detection command received by the drone is a preset command, and when the drone receives the command, it flies to the position to be detected.
  • the environmental detection command can be sent to the drone through a control device for manipulating the drone, in which case the drone communicates with the control device.
  • the environment detection command can also be sent to the drone through the server, or the environment detection command can be sent by triggering the preset button on the drone.
  • the location to be detected may be acquired by an environment detection instruction, and the location information to be detected included in the environment detection instruction, such as latitude and longitude information, is acquired, so that the drone flies to the location to be detected.
  • the environment information of the to-be-detected location is obtained, and the server is sent, where the server may be a server host or a server cluster composed of multiple servers, and does not do here. limited.
  • the drone can directly send environmental information to the server. In this case, the drone installs the network card, so that the drone can connect to the server.
  • the drone can also send the acquired environmental information to the control device, and then the control device forwards to the server.
  • the drone can be connected to the control device only through a networking manner such as wifi or Bluetooth. The connection is then sent to the server by a control device connected to the Internet. It is also possible to select which method to send the environmental information to the server according to the network signal when the drone transmits the environmental information.
  • the server When the server receives the environmental information, it can analyze it according to the environmental information to assist decision making.
  • the environmental information may include various environment-related information such as image information of the location to be detected, climate information, and different information may be analyzed by using different analysis methods. For example, when the collected image information is a traffic condition, the congestion condition of the road can be identified by the method of image recognition.
  • the drone when the drone receives the environment detection instruction, the drone flies to the location to be detected; the drone acquires the environment information of the to-be-detected location, and sends the information to the server; A preset algorithm analyzes the environmental information. Due to the fast flying speed and wide flight range, the UAV flies to the location to be inspected, performs environmental detection, and sends the detected environmental information to the server, so that the server can obtain the environmental information detected by the drone, and realizes the implementation. Efficient environmental detection to aid decision making.
  • a second embodiment of the environment detection method based on the UAV of the present invention is proposed.
  • the UAV acquires the location to be detected.
  • Environmental information includes:
  • Step S210 the UAV determines an area to be detected of a location to be detected
  • step S220 the drone performs flight according to the preset route in the area to be detected, and acquires environment information of the area to be detected.
  • the area to be detected is determined.
  • the method for determining the area to be detected may be determined according to the preset area information in the location to be detected, or may be The human machine transmits the image information of the location to be detected to the server or the manipulation device, and then determines the area to be detected according to the received instruction of the server or the manipulation device.
  • the flight is performed according to the preset route, and the flight may be performed by means of horizontal or vertical, or flight along a certain target, and the specific flight route may be set as needed. set.
  • the environment information of the to-be-detected area is obtained, and the collection environment information may be implemented, or may be collected at a preset time interval. After being collected, it can be sent to the server in real time, or sent to the server at regular intervals.
  • the specific method for obtaining the environmental information of the area to be detected may be to collect image information through a camera preset on the drone, or to collect environmental information through an environment collecting device such as a temperature and humidity sensor, an infrared thermal image capturing device, and specific environment. Information can be set as needed.
  • the infrared image acquisition device preset by the drone can detect the information in the forest to form a thermal image; when detecting the road, the real-time image information can be collected through the camera; Pre-set life detectors are used to detect vital signs of the human body.
  • the unmanned aerial vehicle determines the area to be detected at the position to be detected, and then travels according to the preset route in the to-be-detected area, and acquires the environmental information of the detection area, so that the drone comprehensively acquires the area to be detected.
  • Environmental information improves the efficiency of environmental testing.
  • step S30 includes:
  • Step S310 the server acquires the environment information.
  • Step S320 the server performs pre-processing on the environment information to extract an environment feature.
  • Step S330 the server analyzes the environment information according to the environment feature and a preset algorithm.
  • the server acquires the environment information, and then preprocesses the environment information to extract the environment feature.
  • the specific pre-processing and extraction of environmental characteristics are related to the acquired environmental information. For example, when the detected environmental information is information in the form of an image, the image information is first extracted, and then the feature is extracted. When the detected environmental information is information in a sound format, the sound information is first subjected to noise reduction processing and then feature extraction. After the environmental features are extracted, the environmental information is analyzed according to a preset algorithm.
  • the server obtains the traffic image information in real time
  • the image information may be pre-processed, and then all the vehicle location information in the image may be extracted. If the image information acquired by the drone is multiple images, Multiple images are stitched together to form an overall regional traffic map.
  • the temperature information in the forest is acquired by the thermal imaging device preset by the drone, and after the server receives the temperature information, the fire is caused by the higher temperature in the forest.
  • the greater the risk therefore, the location information above the certain value can be analyzed, and the location information can be marked to form a thermographic image, suggesting a potential risk.
  • the environmental information acquired by the drone is not limited to the above embodiment, and the specific information that can be obtained may be determined according to the environment detecting device loaded on the drone, and the specific analysis method may be based on the obtained specific environmental information. Different.
  • the environment information is obtained by the server, and then the environment information is pre-processed and the environment features are extracted, and then the environment features and the preset algorithms are analyzed, so that the environment information acquired by the drone can be analyzed to assist decision-making. Provide help to improve the efficiency of environmental testing.
  • the UAV-based environment detection method further includes :
  • the drone When the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs flight according to the flight path change instruction.
  • the drone when the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs the flight according to the flight route change instruction.
  • the above flight route change instruction refers to an instruction to change the flight route. Specifically, when the drone is flying according to the preset route in the to-be-detected area, the environmental information is sent to the server. When the user receives the environmental information, if the flight route of the drone is to be adjusted, the The man-machine sends a route change command, such as controlling the flying height of the drone. When the drone receives the flight route change command, it flights according to the flight route change command.
  • the drone when the drone receives the return instruction in the area to be detected, it can also return according to the return instruction. At the same time, the drone can detect the battery power of the drone in real time. If the battery power is lower than the preset value, the alarm information can be sent to the drone control device, or the position of the charging pile can be automatically found according to the preset GPS information. Charging.
  • the drone when the drone is flying according to the preset route in the area to be detected, if the flight route change instruction is received, the flight is performed according to the flight route change instruction, so that the drone can adjust the flight route as needed. More comprehensive access to the environmental information of the area to be detected provides more comprehensive information for the server.
  • the method further includes:
  • the server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  • the server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  • the monitoring terminal and the above-mentioned control terminal may be the same device, or may be two separate devices.
  • the monitoring terminal configuration display screen may display the analysis result, and the monitoring terminal may also display the flight status of the drone and the acquired image information. And other information.
  • the display can be performed according to a preset format, for example, highlighting a place where the vehicle is concentrated, and highlighting a high temperature area in the forest.
  • the analysis result is sent to the monitoring terminal by the server, so that the monitoring terminal displays the analysis result, so that the user can perform the auxiliary decision according to the analysis result.
  • the present invention also provides an environment detecting system based on a drone.
  • FIG. 4 it is a schematic diagram of a functional module of a first embodiment of an environment detecting system based on a drone according to the present invention.
  • an environment based on a drone The detection system includes: a drone 10 and a server 20;
  • the drone 10 includes:
  • the first flight module 110 is configured to fly to the location to be detected when the drone receives the environmental detection instruction;
  • the obtaining module 120 is configured to acquire environment information of the to-be-detected location, and send the information to the server.
  • the server 20 includes:
  • the analyzing module 210 is configured to analyze the environmental information according to a preset algorithm.
  • the UAV-based environment detection system provided by the invention is used for environmental detection by a drone to assist decision making.
  • the drone can be a fixed wing drone or a multi-rotor drone.
  • the UAV 10 is connected to a preset network.
  • the preset network includes at least one UAV 10 and the server 20, and may further include other networked devices such as a control device for controlling the UAV.
  • the drone can communicate directly with the server, or communicate with the server indirectly through the control device.
  • the server can also receive information sent by the drone or send instructions to the drone.
  • the server can receive information sent by multiple drones, so the information can be shared between the drones through the drone.
  • the environment detection command received by the drone is a preset command, and the first flight module 110 is configured to fly to the position to be detected when the drone receives the command.
  • the environmental detection command can be sent to the drone through a control device for manipulating the drone, in which case the drone communicates with the control device.
  • the environment detection command can also be sent to the drone through the server, or the environment detection command can be sent by triggering the preset button on the drone.
  • the location to be detected may be acquired by an environment detection instruction, and the location information to be detected included in the environment detection instruction, such as latitude and longitude information, is acquired, so that the drone flies to the location to be detected.
  • the acquiring module 120 acquires the environment information of the to-be-detected location, and sends a server, where the server may be a server host or a server cluster composed of multiple servers. There is no limit here.
  • the drone can directly send environmental information to the server. In this case, the drone installs the network card, so that the drone can connect to the server.
  • the drone can also send the acquired environmental information to the control device, and then the control device forwards to the server.
  • the drone can be connected to the control device only through a networking manner such as wifi or Bluetooth. The connection is then sent to the server by a control device connected to the Internet. It is also possible to select which method to send the environmental information to the server according to the network signal when the drone transmits the environmental information.
  • the analysis module 210 can perform analysis according to the environmental information to assist decision making.
  • the environmental information may include various environment-related information such as image information of the location to be detected, climate information, and different information may be analyzed by using different analysis methods. For example, when the collected image information is a traffic condition, the congestion condition of the road can be identified by the method of image recognition.
  • the drone when the drone receives the environment detection instruction, the drone flies to the location to be detected; the drone acquires the environment information of the to-be-detected location, and sends the information to the server; A preset algorithm analyzes the environmental information. Since the drone flies to the location to be inspected, the environment is detected, and the detected environmental information is sent to the server, so that the server can acquire the information detected by the drone, thereby realizing efficient environmental detection to assist decision making.
  • the acquisition module 120 includes:
  • a determining unit 121 configured to determine a to-be-detected area of the location to be detected
  • the first obtaining unit 122 is configured to perform flight according to a preset route in the area to be detected, and obtain environment information of the area to be detected.
  • the determining unit 121 determines the to-be-detected area of the to-be-detected location.
  • the method for determining the to-be-detected area may be determined according to the preset regional information in the to-be-detected location.
  • the image information of the location to be detected may be transmitted to the server or the manipulation device by the drone, and the area to be detected is determined according to the received instruction of the server or the manipulation device.
  • the flight is performed according to the preset route, and the flight may be performed by means of horizontal or vertical, or flight along a certain target, and the specific flight route may be set as needed. set.
  • the first acquiring unit 122 acquires the environment information of the to-be-detected area, and may specifically collect the environment information, or may collect the preset time interval. After being collected, it can be sent to the server in real time, or sent to the server at regular intervals.
  • the specific method for obtaining the environmental information of the area to be detected may be to collect image information through a camera preset on the drone, or to collect environmental information through an environment collecting device such as a temperature and humidity sensor, an infrared thermal image capturing device, and specific environment. Information can be set as needed.
  • the infrared image acquisition device preset by the drone can detect the information in the forest to form a thermal image; when detecting the road, the real-time image information can be collected through the camera; Pre-set life detectors are used to detect vital signs of the human body.
  • the unmanned aerial vehicle determines the area to be detected at the position to be detected, and then travels according to the preset route in the to-be-detected area, and acquires the environmental information of the detection area, so that the drone comprehensively acquires the area to be detected.
  • Environmental information improves the efficiency of environmental testing.
  • the analysis module 210 includes:
  • the second obtaining unit 211 is configured to acquire the environment information.
  • the information processing unit 212 is configured to preprocess the environment information to extract an environment feature.
  • the analyzing unit 213 is configured to analyze the environment information according to the environment feature and a preset algorithm.
  • the second obtaining unit 211 acquires the environment information
  • the information processing unit 212 preprocesses the environment information to extract the environment feature.
  • the specific pre-processing and extraction of environmental characteristics are related to the acquired environmental information. For example, when the detected environmental information is information in the form of an image, the image information is first extracted, and then the feature is extracted. When the detected environmental information is information in a sound format, the sound information is first subjected to noise reduction processing and then feature extraction. After extracting the environmental features, the analysis unit 213 analyzes the environmental information according to the preset algorithm.
  • the server obtains the traffic image information in real time
  • the image information may be pre-processed, and then all the vehicle location information in the image may be extracted. If the image information acquired by the drone is multiple images, Multiple images are stitched together to form an overall regional traffic map.
  • the temperature information in the forest is acquired by the thermal imaging device preset by the drone, and after the server receives the temperature information, the fire is caused by the higher temperature in the forest.
  • the greater the risk therefore, the location information above the certain value can be analyzed, and the location information can be marked to form a thermographic image, suggesting a potential risk.
  • the environmental information acquired by the drone is not limited to the above embodiment, and the specific information that can be obtained may be determined according to the environment detecting device loaded on the drone, and the specific analysis method may be based on the obtained specific environmental information. Different.
  • the environment information is obtained by the server, and then the environment information is pre-processed and the environment features are extracted, and then the environment features and the preset algorithms are analyzed, so that the environment information acquired by the drone can be analyzed to assist decision-making. Provide help to improve the efficiency of environmental testing.
  • the UAV 10 of the present invention further includes :
  • the second flight module 130 is configured to perform the flight according to the flight route change instruction when the flight path change instruction is received when the drone is flying according to the preset route in the to-be-detected area.
  • the drone when the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs the flight according to the flight route change instruction.
  • the above flight route change instruction refers to an instruction to change the flight route. Specifically, when the drone is flying according to the preset route in the to-be-detected area, the environmental information is sent to the server. When the user receives the environmental information, if the flight route of the drone is to be adjusted, the The man-machine sends a route change command, such as controlling the flying height of the drone. When the drone receives the flight route change command, it flights according to the flight route change command.
  • the drone when the drone receives the return instruction in the area to be detected, it can also return according to the return instruction. At the same time, the drone can detect the battery power of the drone in real time. If the battery power is lower than the preset value, the alarm information can be sent to the drone control device, or the position of the charging pile can be automatically found according to the preset GPS information. Charging.
  • the drone when the drone is flying according to the preset route in the area to be detected, if the flight route change instruction is received, the flight is performed according to the flight route change instruction, so that the drone can adjust the flight route as needed. More comprehensive access to the environmental information of the area to be detected provides more comprehensive information for the server.
  • the server 20 proposed by the present invention further includes:
  • the sending module 220 sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  • the sending module 220 sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  • the monitoring terminal and the above-mentioned control terminal may be the same device, or may be two separate devices.
  • the monitoring terminal configuration display screen may display the analysis result, and the monitoring terminal may also display the flight status of the drone and the acquired image information. And other information.
  • the display can be performed according to a preset format, for example, highlighting a place where the vehicle is concentrated, and highlighting a high temperature area in the forest.
  • the analysis result is sent to the monitoring terminal by the server, so that the monitoring terminal displays the analysis result, so that the user can perform the auxiliary decision according to the analysis result.

Abstract

An environment detecting method and system based on an unmanned aerial vehicle (10). An unmanned aerial vehicle (10) flies to a position to be detected when the unmanned aerial vehicle (10) receives an environment detecting instruction; the unmanned aerial vehicle (10) obtains environment information of the position to be detected and sends same to a server (20); the server (20) analyzes the environment information according to a preset algorithm. By means of the present invention, the purpose of performing high-efficiency environment detection to assist decision making is achieved.

Description

基于无人机的环境探测方法和系统  UAV-based environment detection method and system
技术领域Technical field
本发明涉及无人机技术领域,尤其涉及基于无人机的环境探测方法和系统。The invention relates to the technical field of drones, and in particular to an environment detecting method and system based on drones.
背景技术Background technique
目前,在抢险救灾、道路巡检、交通堵塞方面,通常采用传统的交通工具如船舶、车辆进行作业,然而在有些场景下,现有的交通工具并不能很好的达到,且收集信息效率较低,例如地震灾害现场,交通受阻,车辆无法行进,又或者是由于交通堵塞,无法了解前方的交通状况等,都无法获取最新环境信息。因此,如何更有效率的进行环境探测是一个亟需解决的问题。At present, in terms of rescue and disaster relief, road inspections, and traffic jams, traditional vehicles such as ships and vehicles are usually used for work. However, in some scenarios, existing vehicles are not well-achieved, and information collection efficiency is relatively high. Low, such as earthquake disaster sites, traffic is blocked, vehicles can not travel, or because of traffic congestion, unable to understand the traffic conditions ahead, etc., can not get the latest environmental information. Therefore, how to conduct environmental detection more efficiently is an urgent problem to be solved.
发明内容Summary of the invention
本发明的主要目的在于提供一种基于无人机的环境探测方法和系统,旨在实现进行高效的环境探测,以辅助决策目的。The main object of the present invention is to provide an environment detection method and system based on a drone, which aims to achieve efficient environmental detection to assist decision making purposes.
为实现上述目的,本发明提供的一种基于无人机的环境探测方法包括以下步骤:To achieve the above object, an unmanned aerial vehicle based environment detecting method provided by the present invention includes the following steps:
当无人机接收到环境检测指令时,所述无人机飞行至待检测位置;When the drone receives the environmental detection instruction, the drone flies to the position to be detected;
所述无人机确定待检测位置的待检测区域;Determining the area to be detected of the location to be detected;
所述无人机在待检测区域内根据预置的路线进行飞行,获取待检测区域的环境信息,发送至服务器;The UAV flies according to a preset route in the area to be detected, acquires environment information of the area to be detected, and sends the information to the server;
所述服务器获取所述环境信息;The server acquires the environmental information;
所述服务器对所述环境信息进行预处理,提取环境特征;The server performs pre-processing on the environmental information to extract environmental features;
所述服务器根据所述环境特征和预置的算法对所述环境信息进行分析。The server analyzes the environmental information according to the environmental characteristics and a preset algorithm.
优选地,所述方法还包括:Preferably, the method further includes:
所述无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,所述无人机根据所述飞行路线变更指令进行飞行。When the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs flight according to the flight path change instruction.
优选地,所述服务器根据预置的算法对所述环境信息进行分析之后还包括:Preferably, after the server analyzes the environment information according to a preset algorithm, the method further includes:
所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
本发明还提供的一种基于无人机的环境探测方法包括以下步骤:The invention also provides an unmanned aerial vehicle based environment detecting method comprising the following steps:
当无人机接收到环境检测指令时,所述无人机飞行至待检测位置;When the drone receives the environmental detection instruction, the drone flies to the position to be detected;
所述无人机获取所述待检测位置的环境信息,发送至服务器;Obtaining, by the drone, environment information of the location to be detected, and sending the information to a server;
所述服务器根据预置的算法对所述环境信息进行分析。The server analyzes the environmental information according to a preset algorithm.
优选地,所述无人机获取所述待检测地点的环境信息,包括:Preferably, the drone acquires environmental information of the location to be detected, including:
所述无人机确定待检测位置的待检测区域;Determining the area to be detected of the location to be detected;
所述无人机在待检测区域内根据预置的路线进行飞行,获取待检测区域的环境信息。The drone performs flight according to a preset route in the area to be detected, and acquires environmental information of the area to be detected.
优选地,所述服务器根据预置的算法对所述环境信息进行分析,包括:Preferably, the server analyzes the environment information according to a preset algorithm, including:
所述服务器获取所述环境信息;The server acquires the environmental information;
所述服务器对所述环境信息进行预处理,提取环境特征;The server performs pre-processing on the environmental information to extract environmental features;
所述服务器根据所述环境特征和预置的算法对所述环境信息进行分析。The server analyzes the environmental information according to the environmental characteristics and a preset algorithm.
优选地,所述方法还包括:Preferably, the method further includes:
所述无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,所述无人机根据所述飞行路线变更指令进行飞行。When the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs flight according to the flight path change instruction.
优选地,所述服务器根据预置的算法对所述环境信息进行分析之后还包括:Preferably, after the server analyzes the environment information according to a preset algorithm, the method further includes:
所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
此外,为实现上述目的,本发明还提供一种基于无人机的环境探测系统,所述系统包括:无人机和服务器;In addition, in order to achieve the above object, the present invention also provides an environment detecting system based on a drone, the system comprising: a drone and a server;
所述无人机包括:The drone includes:
第一飞行模块,用于当无人机接收到环境检测指令时,飞行至待检测位置;a first flight module, configured to fly to the location to be detected when the drone receives the environmental detection instruction;
获取模块,用于获取所述待检测位置的环境信息,发送至服务器;An acquiring module, configured to acquire environment information of the location to be detected, and send the information to a server;
所述服务器包括:The server includes:
分析模块,用于根据预置的算法对所述环境信息进行分析。An analysis module is configured to analyze the environmental information according to a preset algorithm.
优选地,所述获取模块包括:Preferably, the obtaining module comprises:
确定单元,用于确定待检测位置的待检测区域;a determining unit, configured to determine a to-be-detected area of the location to be detected;
第一获取单元,用于在待检测区域内根据预置的路线进行飞行,获取待检测区域的环境信息。The first acquiring unit is configured to perform flight according to the preset route in the area to be detected, and obtain environment information of the area to be detected.
优选地,所述分析模块包括:Preferably, the analysis module comprises:
第二获取单元,用于获取所述环境信息;a second acquiring unit, configured to acquire the environment information;
信息处理单元,用于对所述环境信息进行预处理,提取环境特征;An information processing unit, configured to preprocess the environmental information, and extract an environmental feature;
分析单元,用于根据所述环境特征和预置的算法对所述环境信息进行分析。And an analyzing unit, configured to analyze the environmental information according to the environmental feature and a preset algorithm.
优选地,所述无人机还包括:Preferably, the drone further comprises:
第二飞行模块,所述无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,根据所述飞行路线变更指令进行飞行。The second flight module, when the drone is flying according to the preset route in the to-be-detected area, if the flight path change instruction is received, the flight is performed according to the flight path change instruction.
优选地,所述服务器还包括:Preferably, the server further includes:
发送模块,发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The sending module sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
本发明实施例通过当无人机接收到环境检测指令时,所述无人机飞行至待检测位置;所述无人机获取所述待检测位置的环境信息,发送至服务器;所述服务器根据预置的算法对所述环境信息进行分析。由于飞行速度快,飞行范围广,因此通过无人机飞行至待检测地点,进行环境检测,并发送检测到的环境信息至服务器,使得服务器能够获取无人机检测到的环境信息,实现了进行高效的环境探测,以辅助决策的目的。In the embodiment of the present invention, when the drone receives the environment detection instruction, the drone flies to the location to be detected; the drone acquires the environment information of the to-be-detected location, and sends the information to the server; A preset algorithm analyzes the environmental information. Due to the fast flying speed and wide flight range, the UAV flies to the location to be inspected, performs environmental detection, and sends the detected environmental information to the server, so that the server can obtain the environmental information detected by the drone, and realizes the implementation. Efficient environmental detection to aid decision making.
附图说明DRAWINGS
图1为本发明基于无人机的环境探测方法第一实施例的流程示意图;1 is a schematic flow chart of a first embodiment of an environment detecting method based on a drone according to the present invention;
图2为本发明基于无人机的环境探测方法第二实施例的流程示意图;2 is a schematic flow chart of a second embodiment of an environment detecting method based on a drone according to the present invention;
图3为本发明基于无人机的环境探测方法第三实施例的流程示意图;3 is a schematic flow chart of a third embodiment of an environment detecting method based on a drone according to the present invention;
图4为本发明基于无人机的环境探测系统第一实施例的功能模块示意图;4 is a schematic diagram of functional modules of a first embodiment of an environmental detection system based on a drone according to the present invention;
图5为本发明基于无人机的环境探测系统第二实施例的功能模块示意图;5 is a schematic diagram of functional modules of a second embodiment of an environment detecting system based on a drone according to the present invention;
图6为本发明基于无人机的环境探测系统第三实施例的功能模块示意图;6 is a schematic diagram of functional modules of a third embodiment of an environmental detection system based on a drone according to the present invention;
图7为本发明基于无人机的环境探测系统第四实施例的功能模块示意图;7 is a schematic diagram of functional modules of a fourth embodiment of an environment detecting system based on a drone according to the present invention;
图8为本发明基于无人机的环境探测系统第五实施例的功能模块示意图。FIG. 8 is a schematic diagram of functional modules of a fifth embodiment of an environment detecting system based on a drone according to the present invention.
本发明目的实现、功能特点及优点将结合实施例,参照附图做进一步说明。The object, features, and advantages of the invention will be further described in conjunction with the embodiments.
具体实施方式detailed description
应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。It is understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
本发明提供一种基于无人机的环境探测方法。参照图1,在基于无人机的环境探测方法第一实施例中,该方法包括:The invention provides an environment detecting method based on a drone. Referring to FIG. 1, in a first embodiment of a drone-based environment detecting method, the method includes:
步骤S10,当无人机接收到环境检测指令时,所述无人机飞行至待检测位置;Step S10, when the drone receives the environmental detection instruction, the drone flies to the position to be detected;
步骤S20,所述无人机获取所述待检测位置的环境信息,发送至服务器;Step S20, the UAV acquires environmental information of the to-be-detected location, and sends the information to the server;
步骤S30,所述服务器根据预置的算法对所述环境信息进行分析。Step S30, the server analyzes the environmental information according to a preset algorithm.
本发明提供的基于无人机的环境探测方法用于通过无人机进行环境探测,以辅助决策。所述无人机可以为固定翼无人机或多旋翼无人机。The UAV-based environment detection method provided by the invention is used for environmental detection by a drone to assist decision making. The drone can be a fixed wing drone or a multi-rotor drone.
本发明实施例中无人机连接至预置网络,预置网络中至少包括一个无人机及服务器,还可以包括操控无人机的操控装置等其他联网设备。其中,无人机可以与服务器直接进行通信,也可以通过操控装置间接与服务器进行通信。服务器也可以接收无人机发送的信息或向无人机发送指令。In the embodiment of the present invention, the unmanned aerial vehicle is connected to the preset network, and the preset network includes at least one unmanned aerial vehicle and the server, and may further include other networked devices such as a manipulation device for controlling the drone. Among them, the drone can communicate directly with the server, or communicate with the server indirectly through the control device. The server can also receive information sent by the drone or send instructions to the drone.
可以理解的是,当多个无人机连入网络时,服务器可以接收到多个无人机发送的信息,因此可以通过无人机使无人机之间共享信息。It can be understood that when multiple drones are connected to the network, the server can receive information sent by multiple drones, so the information can be shared between the drones through the drone.
上述无人机接收到的环境检测指令是预置的指令,当无人机接收到该指令后,飞行至待检测位置。环境检测指令可以通过用于操控无人机的操控装置发送至无人机,此种情况下,无人机与操控装置进行连接通信。同时,环境检测指令也可以通过服务器发送至无人机,又或者通过触发无人机上的预置按钮发送环境检测指令。The environment detection command received by the drone is a preset command, and when the drone receives the command, it flies to the position to be detected. The environmental detection command can be sent to the drone through a control device for manipulating the drone, in which case the drone communicates with the control device. At the same time, the environment detection command can also be sent to the drone through the server, or the environment detection command can be sent by triggering the preset button on the drone.
上述待检测位置可以通过环境检测指令进行获取,具体的获取环境检测指令中其中包含的待检测位置信息,如经纬度信息,从而使无人机飞行至待检测位置。The location to be detected may be acquired by an environment detection instruction, and the location information to be detected included in the environment detection instruction, such as latitude and longitude information, is acquired, so that the drone flies to the location to be detected.
当无人机飞行至待检测位置后,获取所述待检测位置的环境信息,并发送服务器,在这里服务器可以为一台服务器主机,也可以为多个服务器组成的服务器集群,在这里不做限定。无人机可以直接发送环境信息至服务器,在此情况下,无人机安装网卡,使得无人机可以与服务器进行网络连接。After the drone flies to the location to be detected, the environment information of the to-be-detected location is obtained, and the server is sent, where the server may be a server host or a server cluster composed of multiple servers, and does not do here. limited. The drone can directly send environmental information to the server. In this case, the drone installs the network card, so that the drone can connect to the server.
可以理解的是,无人机也可以将获取到的环境信息发送至操控装置,然后由操控装置转发至服务器,在此情况下,无人机可以仅通过wifi、蓝牙等联网方式与操控装置进行连接,再由连接至英特网的操控装置发送至服务器。也可以在无人机发送环境信息时,根据网络信号进行选择采用哪种方式将环境信息发送至服务器。It can be understood that the drone can also send the acquired environmental information to the control device, and then the control device forwards to the server. In this case, the drone can be connected to the control device only through a networking manner such as wifi or Bluetooth. The connection is then sent to the server by a control device connected to the Internet. It is also possible to select which method to send the environmental information to the server according to the network signal when the drone transmits the environmental information.
当服务器接收到环境信息后,可以根据环境信息进行分析,以辅助决策的。具体的,环境信息可以包括待检测位置的图像信息、气候信息等各种与环境有关的信息,不同的信息可以采用不同的分析方法进行分析。例如,当采集到的图像信息为交通状况时,可以通过图像识别的方法,识别道路的拥挤状况。When the server receives the environmental information, it can analyze it according to the environmental information to assist decision making. Specifically, the environmental information may include various environment-related information such as image information of the location to be detected, climate information, and different information may be analyzed by using different analysis methods. For example, when the collected image information is a traffic condition, the congestion condition of the road can be identified by the method of image recognition.
本发明实施例通过当无人机接收到环境检测指令时,所述无人机飞行至待检测位置;所述无人机获取所述待检测位置的环境信息,发送至服务器;所述服务器根据预置的算法对所述环境信息进行分析。由于飞行速度快,飞行范围广,因此通过无人机飞行至待检测地点,进行环境检测,并发送检测到的环境信息至服务器,使得服务器能够获取无人机检测到的环境信息,实现了进行高效的环境探测,以辅助决策的目的。In the embodiment of the present invention, when the drone receives the environment detection instruction, the drone flies to the location to be detected; the drone acquires the environment information of the to-be-detected location, and sends the information to the server; A preset algorithm analyzes the environmental information. Due to the fast flying speed and wide flight range, the UAV flies to the location to be inspected, performs environmental detection, and sends the detected environmental information to the server, so that the server can obtain the environmental information detected by the drone, and realizes the implementation. Efficient environmental detection to aid decision making.
参照图2,根据基于无人机的环境探测方法第一实施例,提出本发明基于无人机的环境探测方法第二实施例,在本实施例中,上述无人机获取所述待检测地点的环境信息包括:Referring to FIG. 2, according to a first embodiment of an environment detection method based on a drone, a second embodiment of the environment detection method based on the UAV of the present invention is proposed. In this embodiment, the UAV acquires the location to be detected. Environmental information includes:
步骤S210,所述无人机确定待检测位置的待检测区域;Step S210, the UAV determines an area to be detected of a location to be detected;
步骤S220,所述无人机在待检测区域内根据预置的路线进行飞行,获取待检测区域的环境信息。In step S220, the drone performs flight according to the preset route in the area to be detected, and acquires environment information of the area to be detected.
本实施例中当无人机飞行待检测位置后,确定待检测位置的待检测区域,具体的,确定待检测区域的方法可以根据待检测地点中预置的区域信息进行确定,也可以通过无人机将在待检测位置的图像信息发送至服务器或操控装置,再根据接收到的服务器或操控装置的指令确定待检测区域。In this embodiment, after the UAV is in a position to be detected, the area to be detected is determined. Specifically, the method for determining the area to be detected may be determined according to the preset area information in the location to be detected, or may be The human machine transmits the image information of the location to be detected to the server or the manipulation device, and then determines the area to be detected according to the received instruction of the server or the manipulation device.
当无人机确定待检测位置的待检测区域后,根据预置的路线进行飞行,具体的可以通过横向或纵向,或者沿某一目标飞行等方式进行飞行,具体的飞行路线可以根据需要进行设定。When the drone determines the area to be detected of the location to be detected, the flight is performed according to the preset route, and the flight may be performed by means of horizontal or vertical, or flight along a certain target, and the specific flight route may be set as needed. set.
当无人机根据预置的路线进行飞行时,获取待见检测区域的环境信息,具体的可以实施采集环境信息,也可以间隔预置时间进行采集。在采集到以后可以实时的发送至服务器端,也可以定时发送至服务器端。获取待检测区域的环境信息的具体方法,可以通过无人机上预置的摄像头采集图像信息,也可以通过温度湿度传感器,红外热像采集装置等环境采集装置采集环境信息,具体的采集何种环境信息,可以根据需要进行设定。When the drone performs flight according to the preset route, the environment information of the to-be-detected area is obtained, and the collection environment information may be implemented, or may be collected at a preset time interval. After being collected, it can be sent to the server in real time, or sent to the server at regular intervals. The specific method for obtaining the environmental information of the area to be detected may be to collect image information through a camera preset on the drone, or to collect environmental information through an environment collecting device such as a temperature and humidity sensor, an infrared thermal image capturing device, and specific environment. Information can be set as needed.
例如,在检测森林防火时,可以通过无人机预置的红外热像采集装置检测森林中的信息形成热像图;当探测道路时,可以通过摄像头采集实时的图像信息;当地震搜救时可以采用预置的生命探测器,探测人体生命体征。For example, when detecting forest fire prevention, the infrared image acquisition device preset by the drone can detect the information in the forest to form a thermal image; when detecting the road, the real-time image information can be collected through the camera; Pre-set life detectors are used to detect vital signs of the human body.
本实施例通过无人机在待检测位置确定待检测区域,再在待检测区域中根据预置路线进行飞行,获取到检测区域的环境信息,从而使无人机全面的获取要检测的区域的环境信息,提高了环境检测的效率。In this embodiment, the unmanned aerial vehicle determines the area to be detected at the position to be detected, and then travels according to the preset route in the to-be-detected area, and acquires the environmental information of the detection area, so that the drone comprehensively acquires the area to be detected. Environmental information improves the efficiency of environmental testing.
参照图3,根据基于无人机的环境探测方法上述实施例,提出本发明基于无人机的环境探测方法第三实施例,在本实施例中,上述步骤S30包括:Referring to FIG. 3, according to the above embodiment of the UAV-based environment detection method, a third embodiment of the UAV-based environment detection method of the present invention is proposed. In this embodiment, the foregoing step S30 includes:
步骤S310,所述服务器获取所述环境信息;Step S310, the server acquires the environment information.
步骤S320,所述服务器对所述环境信息进行预处理,提取环境特征;Step S320, the server performs pre-processing on the environment information to extract an environment feature.
步骤S330,所述服务器根据所述环境特征和预置的算法对所述环境信息进行分析。Step S330, the server analyzes the environment information according to the environment feature and a preset algorithm.
本实施例中当无人机发送环境信息至服务器后,服务器获取环境信息,再将所述环境信息进行预处理,提取环境特征。In this embodiment, after the drone sends the environment information to the server, the server acquires the environment information, and then preprocesses the environment information to extract the environment feature.
具体的进行何种预处理和提取何种环境特征与获取到的环境信息有关。例如,当检测到的环境信息为图像形式的信息时,先将图像信息进行特征提取,再提取特征。当检测到的环境信息为声音格式的信息时,先将声音信息进行降噪处理再进行特征提取。当提取到环境特征后,根据预置的算法对环境信息进行分析。The specific pre-processing and extraction of environmental characteristics are related to the acquired environmental information. For example, when the detected environmental information is information in the form of an image, the image information is first extracted, and then the feature is extracted. When the detected environmental information is information in a sound format, the sound information is first subjected to noise reduction processing and then feature extraction. After the environmental features are extracted, the environmental information is analyzed according to a preset algorithm.
例如,当服务器获取到环境信息为实时的交通图像信息时,可以先对图像信息进行预处理,再提取图像中所有车辆位置信息,若无人机获取到的图像信息为多张图片,可以将多张图片进行拼接,形成整体的区域交通图。For example, when the server obtains the traffic image information in real time, the image information may be pre-processed, and then all the vehicle location information in the image may be extracted. If the image information acquired by the drone is multiple images, Multiple images are stitched together to form an overall regional traffic map.
又比如,当无人机在森林中进行巡检时,通过无人机预置的热成像装置获取到森林中的温度信息,服务器接收到温度信息后,由于森林中温度越高表明发生火灾的危险性越大,因此,可以分析温度高于一定值的位置信息,对位置信息进行标记,用于形成热成像图,提示潜在的风险。For example, when the drone is inspected in the forest, the temperature information in the forest is acquired by the thermal imaging device preset by the drone, and after the server receives the temperature information, the fire is caused by the higher temperature in the forest. The greater the risk, therefore, the location information above the certain value can be analyzed, and the location information can be marked to form a thermographic image, suggesting a potential risk.
无人机获取到的环境信息不限于以上实施例中所述,具体的可以获取到哪些信息可以根据无人机上装载的环境探测装置而定,具体的分析方法可以根据获取到的具体的环境信息而异。The environmental information acquired by the drone is not limited to the above embodiment, and the specific information that can be obtained may be determined according to the environment detecting device loaded on the drone, and the specific analysis method may be based on the obtained specific environmental information. Different.
本实施例通过服务器获取环境信息,再将环境信息进行预处理和提取环境特征,进而对环境特征和预置的算法进行分析,使得能够将无人机获取到的环境信息进行分析,为辅助决策提供帮助,提高环境检测效率。In this embodiment, the environment information is obtained by the server, and then the environment information is pre-processed and the environment features are extracted, and then the environment features and the preset algorithms are analyzed, so that the environment information acquired by the drone can be analyzed to assist decision-making. Provide help to improve the efficiency of environmental testing.
根据基于无人机的环境探测方法第二实施例,提出本发明基于无人机的环境探测方法第四实施例,在本实施例中,本发明提出的基于无人机的环境探测方法还包括:According to the second embodiment of the UAV-based environment detection method, a fourth embodiment of the UAV-based environment detection method of the present invention is proposed. In this embodiment, the UAV-based environment detection method further includes :
所述无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,所述无人机根据所述飞行路线变更指令进行飞行。When the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs flight according to the flight path change instruction.
本实施例中当无人机在待检测区域内按照预置路线进行飞行时,若接收到飞行路线变更指令,无人机根据飞行路线变更指令进行飞行。In the embodiment, when the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs the flight according to the flight route change instruction.
上述飞行路线变更指令是指变更飞行路线的指令。具体的,当无人机在待检测区域内按照预置的路线进行飞行时,会发送环境信息至服务器,当使用者接收到环境信息后,若要调整无人机的飞行路线,会向无人机发送路线变更指令,例如控制无人机的飞行高度等。当无人机接收到飞行路线变更指令时,根据飞行路线变更指令进行飞行。The above flight route change instruction refers to an instruction to change the flight route. Specifically, when the drone is flying according to the preset route in the to-be-detected area, the environmental information is sent to the server. When the user receives the environmental information, if the flight route of the drone is to be adjusted, the The man-machine sends a route change command, such as controlling the flying height of the drone. When the drone receives the flight route change command, it flights according to the flight route change command.
可以理解的是,当无人机在待检测区域若接收到返航指令时,也可以根据返航指令进行返航。同时,无人机可以实时检测无人机的电池电量,若电池电量低于预设值时,可以向无人机操控装置发送报警信息,或者自动根据预置的GPS信息找到充电桩的位置自行充电。It can be understood that when the drone receives the return instruction in the area to be detected, it can also return according to the return instruction. At the same time, the drone can detect the battery power of the drone in real time. If the battery power is lower than the preset value, the alarm information can be sent to the drone control device, or the position of the charging pile can be automatically found according to the preset GPS information. Charging.
本实施例通过当无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,根据飞行路线变更指令进行飞行,使得无人机能够根据需要调整飞行路线,更全面的获取待检测区域的环境信息,为服务器提供更全面的信息。In this embodiment, when the drone is flying according to the preset route in the area to be detected, if the flight route change instruction is received, the flight is performed according to the flight route change instruction, so that the drone can adjust the flight route as needed. More comprehensive access to the environmental information of the area to be detected provides more comprehensive information for the server.
根据基于无人机的环境探测方法上述实施例,提出本发明基于无人机的环境探测方法第五实施例,在本实施例中,上述步骤S30之后还包括:According to the above embodiment of the UAV-based environment detection method, a fifth embodiment of the UAV-based environment detection method of the present invention is proposed. In this embodiment, after the step S30, the method further includes:
所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
本实施例中当服务器进行分析后,服务器将分析结果发送至监控终端,以使监控终端显示分析结果。其中,监控终端与上述操控终端可以为同一装置,也可以为两个单独的装置,监控终端配置显示屏可以显示分析结果,同时监控终端也可以显示无人机的飞行状况,获取到的图像信息等信息。In this embodiment, after the server performs analysis, the server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result. The monitoring terminal and the above-mentioned control terminal may be the same device, or may be two separate devices. The monitoring terminal configuration display screen may display the analysis result, and the monitoring terminal may also display the flight status of the drone and the acquired image information. And other information.
可以理解的是,在显示分析结果时,可以根据预置的格式进行显示,例如将车辆集中的地方进行高亮显示,将森林中温度较高的区域进行高亮显示等。It can be understood that when the analysis result is displayed, the display can be performed according to a preset format, for example, highlighting a place where the vehicle is concentrated, and highlighting a high temperature area in the forest.
本实施例通过服务器发送分析结果至监控终端,以使监控终端显示分析结果,从而使得用户能够根据分析结果进行辅助决策。In this embodiment, the analysis result is sent to the monitoring terminal by the server, so that the monitoring terminal displays the analysis result, so that the user can perform the auxiliary decision according to the analysis result.
本发明还提供一种基于无人机的环境探测系统,参照图4,为本发明基于无人机的环境探测系统第一实施例的功能模块示意图,该实施例中,基于无人机的环境探测系统包括:无人机10和服务器20;The present invention also provides an environment detecting system based on a drone. Referring to FIG. 4, it is a schematic diagram of a functional module of a first embodiment of an environment detecting system based on a drone according to the present invention. In this embodiment, an environment based on a drone The detection system includes: a drone 10 and a server 20;
所述无人机10包括:The drone 10 includes:
第一飞行模块110,用于当无人机接收到环境检测指令时,飞行至待检测位置;The first flight module 110 is configured to fly to the location to be detected when the drone receives the environmental detection instruction;
获取模块120,用于获取所述待检测地点的环境信息,发送至服务器;The obtaining module 120 is configured to acquire environment information of the to-be-detected location, and send the information to the server.
所述服务器20包括:The server 20 includes:
分析模块210,用于根据预置的算法对所述环境信息进行分析。The analyzing module 210 is configured to analyze the environmental information according to a preset algorithm.
本发明提供的基于无人机的环境探测系统用于通过无人机进行环境探测,以辅助决策。所述无人机可以为固定翼无人机或多旋翼无人机。The UAV-based environment detection system provided by the invention is used for environmental detection by a drone to assist decision making. The drone can be a fixed wing drone or a multi-rotor drone.
本发明实施例中无人机10连接至预置网络,预置网络中至少包括一个无人机10及服务器20,还可以包括操控无人机的操控装置等其他联网设备。其中,无人机可以与服务器直接进行通信,也可以通过操控装置间接与服务器进行通信。服务器也可以接收无人机发送的信息或向无人机发送指令。In the embodiment of the present invention, the UAV 10 is connected to a preset network. The preset network includes at least one UAV 10 and the server 20, and may further include other networked devices such as a control device for controlling the UAV. Among them, the drone can communicate directly with the server, or communicate with the server indirectly through the control device. The server can also receive information sent by the drone or send instructions to the drone.
可以理解的是,当多个无人机连入网络时,服务器可以接收到多个无人机发送的信息,因此可以通过无人机使无人机之间共享信息。It can be understood that when multiple drones are connected to the network, the server can receive information sent by multiple drones, so the information can be shared between the drones through the drone.
上述无人机接收到的环境检测指令是预置的指令,第一飞行模块110用于当无人机接收到该指令后,飞行至待检测位置。环境检测指令可以通过用于操控无人机的操控装置发送至无人机,此种情况下,无人机与操控装置进行连接通信。同时,环境检测指令也可以通过服务器发送至无人机,又或者通过触发无人机上的预置按钮发送环境检测指令。The environment detection command received by the drone is a preset command, and the first flight module 110 is configured to fly to the position to be detected when the drone receives the command. The environmental detection command can be sent to the drone through a control device for manipulating the drone, in which case the drone communicates with the control device. At the same time, the environment detection command can also be sent to the drone through the server, or the environment detection command can be sent by triggering the preset button on the drone.
上述待检测位置可以通过环境检测指令进行获取,具体的获取环境检测指令中其中包含的待检测位置信息,如经纬度信息,从而使无人机飞行至待检测位置。The location to be detected may be acquired by an environment detection instruction, and the location information to be detected included in the environment detection instruction, such as latitude and longitude information, is acquired, so that the drone flies to the location to be detected.
当无人机飞行至待检测位置后,获取模块120获取所述待检测位置的环境信息,并发送服务器,在这里服务器可以为一台服务器主机,也可以为多个服务器组成的服务器集群,在这里不做限定。无人机可以直接发送环境信息至服务器,在此情况下,无人机安装网卡,使得无人机可以与服务器进行网络连接。After the UAV flies to the location to be detected, the acquiring module 120 acquires the environment information of the to-be-detected location, and sends a server, where the server may be a server host or a server cluster composed of multiple servers. There is no limit here. The drone can directly send environmental information to the server. In this case, the drone installs the network card, so that the drone can connect to the server.
可以理解的是,无人机也可以将获取到的环境信息发送至操控装置,然后由操控装置转发至服务器,在此情况下,无人机可以仅通过wifi、蓝牙等联网方式与操控装置进行连接,再由连接至英特网的操控装置发送至服务器。也可以在无人机发送环境信息时,根据网络信号进行选择采用哪种方式将环境信息发送至服务器。It can be understood that the drone can also send the acquired environmental information to the control device, and then the control device forwards to the server. In this case, the drone can be connected to the control device only through a networking manner such as wifi or Bluetooth. The connection is then sent to the server by a control device connected to the Internet. It is also possible to select which method to send the environmental information to the server according to the network signal when the drone transmits the environmental information.
当服务器接收到环境信息后,分析模块210可以根据环境信息进行分析,以辅助决策的。具体的,环境信息可以包括待检测位置的图像信息、气候信息等各种与环境有关的信息,不同的信息可以采用不同的分析方法进行分析。例如,当采集到的图像信息为交通状况时,可以通过图像识别的方法,识别道路的拥挤状况。After the server receives the environmental information, the analysis module 210 can perform analysis according to the environmental information to assist decision making. Specifically, the environmental information may include various environment-related information such as image information of the location to be detected, climate information, and different information may be analyzed by using different analysis methods. For example, when the collected image information is a traffic condition, the congestion condition of the road can be identified by the method of image recognition.
本发明实施例通过当无人机接收到环境检测指令时,所述无人机飞行至待检测位置;所述无人机获取所述待检测位置的环境信息,发送至服务器;所述服务器根据预置的算法对所述环境信息进行分析。由于无人机飞行至待检测地点,进行环境检测,并发送检测到的环境信息至服务器,使得服务器能够获取无人机检测到的信息,实现了进行高效的环境探测,以辅助决策的目的。In the embodiment of the present invention, when the drone receives the environment detection instruction, the drone flies to the location to be detected; the drone acquires the environment information of the to-be-detected location, and sends the information to the server; A preset algorithm analyzes the environmental information. Since the drone flies to the location to be inspected, the environment is detected, and the detected environmental information is sent to the server, so that the server can acquire the information detected by the drone, thereby realizing efficient environmental detection to assist decision making.
参考图5,根据基于无人机的环境探测系统第一实施例,提出本发明基于无人机的环境探测系统第二实施例,在本实施例中,上述获取模块120包括:Referring to FIG. 5, according to the first embodiment of the UAV-based environment detection system, a second embodiment of the UAV-based environment detection system of the present invention is proposed. In this embodiment, the acquisition module 120 includes:
确定单元121,用于确定待检测位置的待检测区域;a determining unit 121, configured to determine a to-be-detected area of the location to be detected;
第一获取单元122,用于在待检测区域内根据预置的路线进行飞行,获取待检测区域的环境信息。The first obtaining unit 122 is configured to perform flight according to a preset route in the area to be detected, and obtain environment information of the area to be detected.
本实施例中当无人机飞行待检测位置后,确定单元121确定待检测位置的待检测区域,具体的,确定待检测区域的方法可以根据待检测地点中预置的区域信息进行确定,也可以通过无人机将在待检测位置的图像信息发送至服务器或操控装置,再根据接收到的服务器或操控装置的指令确定待检测区域。In this embodiment, after the UAV is in the position to be detected, the determining unit 121 determines the to-be-detected area of the to-be-detected location. Specifically, the method for determining the to-be-detected area may be determined according to the preset regional information in the to-be-detected location. The image information of the location to be detected may be transmitted to the server or the manipulation device by the drone, and the area to be detected is determined according to the received instruction of the server or the manipulation device.
当无人机确定待检测位置的待检测区域后,根据预置的路线进行飞行,具体的可以通过横向或纵向,或者沿某一目标飞行等方式进行飞行,具体的飞行路线可以根据需要进行设定。When the drone determines the area to be detected of the location to be detected, the flight is performed according to the preset route, and the flight may be performed by means of horizontal or vertical, or flight along a certain target, and the specific flight route may be set as needed. set.
当无人机根据预置的路线进行飞行时,第一获取单元122获取待见检测区域的环境信息,具体的可以实施采集环境信息,也可以间隔预置时间进行采集。在采集到以后可以实时的发送至服务器端,也可以定时发送至服务器端。获取待检测区域的环境信息的具体方法,可以通过无人机上预置的摄像头采集图像信息,也可以通过温度湿度传感器,红外热像采集装置等环境采集装置采集环境信息,具体的采集何种环境信息,可以根据需要进行设定。When the UAV is flying according to the preset route, the first acquiring unit 122 acquires the environment information of the to-be-detected area, and may specifically collect the environment information, or may collect the preset time interval. After being collected, it can be sent to the server in real time, or sent to the server at regular intervals. The specific method for obtaining the environmental information of the area to be detected may be to collect image information through a camera preset on the drone, or to collect environmental information through an environment collecting device such as a temperature and humidity sensor, an infrared thermal image capturing device, and specific environment. Information can be set as needed.
例如,在检测森林防火时,可以通过无人机预置的红外热像采集装置检测森林中的信息形成热像图;当探测道路时,可以通过摄像头采集实时的图像信息;当地震搜救时可以采用预置的生命探测器,探测人体生命体征。For example, when detecting forest fire prevention, the infrared image acquisition device preset by the drone can detect the information in the forest to form a thermal image; when detecting the road, the real-time image information can be collected through the camera; Pre-set life detectors are used to detect vital signs of the human body.
本实施例通过无人机在待检测位置确定待检测区域,再在待检测区域中根据预置路线进行飞行,获取到检测区域的环境信息,从而使无人机全面的获取要检测的区域的环境信息,提高了环境检测的效率。In this embodiment, the unmanned aerial vehicle determines the area to be detected at the position to be detected, and then travels according to the preset route in the to-be-detected area, and acquires the environmental information of the detection area, so that the drone comprehensively acquires the area to be detected. Environmental information improves the efficiency of environmental testing.
参考图6,根据基于无人机的环境探测系统上述实施例,提出本发明基于无人机的环境探测系统第三实施例,在本实施例中,上述分析模块210包括: Referring to FIG. 6, according to the above embodiment of the UAV-based environment detection system, a third embodiment of the UAV-based environment detection system of the present invention is proposed. In this embodiment, the analysis module 210 includes:
第二获取单元211,用于获取所述环境信息;The second obtaining unit 211 is configured to acquire the environment information.
信息处理单元212,用于对所述环境信息进行预处理,提取环境特征;The information processing unit 212 is configured to preprocess the environment information to extract an environment feature.
分析单元213,用于根据所述环境特征和预置的算法对所述环境信息进行分析。The analyzing unit 213 is configured to analyze the environment information according to the environment feature and a preset algorithm.
本实施例中当无人机发送环境信息至服务器后,第二获取单元211获取环境信息,信息处理单元212将所述环境信息进行预处理,提取环境特征。In this embodiment, after the drone sends the environment information to the server, the second obtaining unit 211 acquires the environment information, and the information processing unit 212 preprocesses the environment information to extract the environment feature.
具体的进行何种预处理和提取何种环境特征与获取到的环境信息有关。例如,当检测到的环境信息为图像形式的信息时,先将图像信息进行特征提取,再提取特征。当检测到的环境信息为声音格式的信息时,先将声音信息进行降噪处理再进行特征提取。当提取到环境特征后,分析单元213根据预置的算法对环境信息进行分析。The specific pre-processing and extraction of environmental characteristics are related to the acquired environmental information. For example, when the detected environmental information is information in the form of an image, the image information is first extracted, and then the feature is extracted. When the detected environmental information is information in a sound format, the sound information is first subjected to noise reduction processing and then feature extraction. After extracting the environmental features, the analysis unit 213 analyzes the environmental information according to the preset algorithm.
例如,当服务器获取到环境信息为实时的交通图像信息时,可以先对图像信息进行预处理,再提取图像中所有车辆位置信息,若无人机获取到的图像信息为多张图片,可以将多张图片进行拼接,形成整体的区域交通图。For example, when the server obtains the traffic image information in real time, the image information may be pre-processed, and then all the vehicle location information in the image may be extracted. If the image information acquired by the drone is multiple images, Multiple images are stitched together to form an overall regional traffic map.
又比如,当无人机在森林中进行巡检时,通过无人机预置的热成像装置获取到森林中的温度信息,服务器接收到温度信息后,由于森林中温度越高表明发生火灾的危险性越大,因此,可以分析温度高于一定值的位置信息,对位置信息进行标记,用于形成热成像图,提示潜在的风险。For example, when the drone is inspected in the forest, the temperature information in the forest is acquired by the thermal imaging device preset by the drone, and after the server receives the temperature information, the fire is caused by the higher temperature in the forest. The greater the risk, therefore, the location information above the certain value can be analyzed, and the location information can be marked to form a thermographic image, suggesting a potential risk.
无人机获取到的环境信息不限于以上实施例中所述,具体的可以获取到哪些信息可以根据无人机上装载的环境探测装置而定,具体的分析方法可以根据获取到的具体的环境信息而异。The environmental information acquired by the drone is not limited to the above embodiment, and the specific information that can be obtained may be determined according to the environment detecting device loaded on the drone, and the specific analysis method may be based on the obtained specific environmental information. Different.
本实施例通过服务器获取环境信息,再将环境信息进行预处理和提取环境特征,进而对环境特征和预置的算法进行分析,使得能够将无人机获取到的环境信息进行分析,为辅助决策提供帮助,提高环境检测效率。In this embodiment, the environment information is obtained by the server, and then the environment information is pre-processed and the environment features are extracted, and then the environment features and the preset algorithms are analyzed, so that the environment information acquired by the drone can be analyzed to assist decision-making. Provide help to improve the efficiency of environmental testing.
参考图7,根据基于无人机的环境探测系统第二实施例,提出本发明基于无人机的环境探测系统第四实施例,在本实施例中,本发明提出的无人机10还包括:Referring to FIG. 7, according to a second embodiment of the UAV-based environment detection system, a fourth embodiment of the UAV-based environment detection system of the present invention is proposed. In the embodiment, the UAV 10 of the present invention further includes :
第二飞行模块130,用于所述无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,根据所述飞行路线变更指令进行飞行。The second flight module 130 is configured to perform the flight according to the flight route change instruction when the flight path change instruction is received when the drone is flying according to the preset route in the to-be-detected area.
本实施例中当无人机在待检测区域内按照预置路线进行飞行时,若接收到飞行路线变更指令,无人机根据飞行路线变更指令进行飞行。In the embodiment, when the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs the flight according to the flight route change instruction.
上述飞行路线变更指令是指变更飞行路线的指令。具体的,当无人机在待检测区域内按照预置的路线进行飞行时,会发送环境信息至服务器,当使用者接收到环境信息后,若要调整无人机的飞行路线,会向无人机发送路线变更指令,例如控制无人机的飞行高度等。当无人机接收到飞行路线变更指令时,根据飞行路线变更指令进行飞行。The above flight route change instruction refers to an instruction to change the flight route. Specifically, when the drone is flying according to the preset route in the to-be-detected area, the environmental information is sent to the server. When the user receives the environmental information, if the flight route of the drone is to be adjusted, the The man-machine sends a route change command, such as controlling the flying height of the drone. When the drone receives the flight route change command, it flights according to the flight route change command.
可以理解的是,当无人机在待检测区域若接收到返航指令时,也可以根据返航指令进行返航。同时,无人机可以实时检测无人机的电池电量,若电池电量低于预设值时,可以向无人机操控装置发送报警信息,或者自动根据预置的GPS信息找到充电桩的位置自行充电。It can be understood that when the drone receives the return instruction in the area to be detected, it can also return according to the return instruction. At the same time, the drone can detect the battery power of the drone in real time. If the battery power is lower than the preset value, the alarm information can be sent to the drone control device, or the position of the charging pile can be automatically found according to the preset GPS information. Charging.
本实施例通过当无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,根据飞行路线变更指令进行飞行,使得无人机能够根据需要调整飞行路线,更全面的获取待检测区域的环境信息,为服务器提供更全面的信息。In this embodiment, when the drone is flying according to the preset route in the area to be detected, if the flight route change instruction is received, the flight is performed according to the flight route change instruction, so that the drone can adjust the flight route as needed. More comprehensive access to the environmental information of the area to be detected provides more comprehensive information for the server.
参考图8,根据基于无人机的环境探测系统上述实施例,提出本发明基于无人机的环境探测系统第五实施例,在本实施例中,本发明提出的服务器20还包括:Referring to FIG. 8 , according to the above embodiment of the UAV-based environment detection system, a fifth embodiment of the UAV-based environment detection system of the present invention is proposed. In this embodiment, the server 20 proposed by the present invention further includes:
发送模块220,发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The sending module 220 sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
本实施例中当服务器进行分析后,发送模块220将分析结果发送至监控终端,以使监控终端显示分析结果。其中,监控终端与上述操控终端可以为同一装置,也可以为两个单独的装置,监控终端配置显示屏可以显示分析结果,同时监控终端也可以显示无人机的飞行状况,获取到的图像信息等信息。In this embodiment, after the server performs analysis, the sending module 220 sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result. The monitoring terminal and the above-mentioned control terminal may be the same device, or may be two separate devices. The monitoring terminal configuration display screen may display the analysis result, and the monitoring terminal may also display the flight status of the drone and the acquired image information. And other information.
可以理解的是,在显示分析结果时,可以根据预置的格式进行显示,例如将车辆集中的地方进行高亮显示,将森林中温度较高的区域进行高亮显示等。It can be understood that when the analysis result is displayed, the display can be performed according to a preset format, for example, highlighting a place where the vehicle is concentrated, and highlighting a high temperature area in the forest.
本实施例通过服务器发送分析结果至监控终端,以使监控终端显示分析结果,从而使得用户能够根据分析结果进行辅助决策。In this embodiment, the analysis result is sent to the monitoring terminal by the server, so that the monitoring terminal displays the analysis result, so that the user can perform the auxiliary decision according to the analysis result.
以上仅为本发明的优选实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本发明的专利保护范围内。The above are only the preferred embodiments of the present invention, and are not intended to limit the scope of the invention, and the equivalent structure or equivalent process transformations made by the description of the present invention and the drawings are directly or indirectly applied to other related technical fields. The same is included in the scope of patent protection of the present invention.

Claims (20)

  1. 一种基于无人机的环境探测方法,其特征在于,所述方法包括: An environmental detection method based on a drone, characterized in that the method comprises:
    当无人机接收到环境检测指令时,所述无人机飞行至待检测位置;When the drone receives the environmental detection instruction, the drone flies to the position to be detected;
    所述无人机确定待检测位置的待检测区域;Determining the area to be detected of the location to be detected;
    所述无人机在待检测区域内根据预置的路线进行飞行,获取待检测区域的环境信息,发送至服务器;The UAV flies according to a preset route in the area to be detected, acquires environment information of the area to be detected, and sends the information to the server;
    所述服务器获取所述环境信息;The server acquires the environmental information;
    所述服务器对所述环境信息进行预处理,提取环境特征;The server performs pre-processing on the environmental information to extract environmental features;
    所述服务器根据所述环境特征和预置的算法对所述环境信息进行分析。The server analyzes the environmental information according to the environmental characteristics and a preset algorithm.
  2. 如权利要求1所述的方法,其特征在于,所述方法还包括:The method of claim 1 wherein the method further comprises:
    所述无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,所述无人机根据所述飞行路线变更指令进行飞行。When the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs flight according to the flight path change instruction.
  3. 如权利要求1所述的方法,其特征在于,所述服务器根据预置的算法对所述环境信息进行分析之后还包括:The method of claim 1, wherein the analyzing the environment information by the server according to a preset algorithm further comprises:
    所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  4. 如权利要求2所述的方法,其特征在于,所述服务器根据预置的算法对所述环境信息进行分析之后还包括:The method of claim 2, wherein the analyzing the environmental information by the server according to a preset algorithm further comprises:
    所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  5. 一种基于无人机的环境探测方法,其特征在于,所述方法包括:An environmental detection method based on a drone, characterized in that the method comprises:
    当无人机接收到环境检测指令时,所述无人机飞行至待检测位置;When the drone receives the environmental detection instruction, the drone flies to the position to be detected;
    所述无人机获取所述待检测位置的环境信息,发送至服务器;Obtaining, by the drone, environment information of the location to be detected, and sending the information to a server;
    所述服务器根据预置的算法对所述环境信息进行分析。The server analyzes the environmental information according to a preset algorithm.
  6. 如权利要求5所述的方法,其特征在于,所述无人机获取所述待检测地点的环境信息,包括:The method of claim 5, wherein the unmanned aircraft acquires environmental information of the location to be detected, including:
    所述无人机确定待检测位置的待检测区域;Determining the area to be detected of the location to be detected;
    所述无人机在待检测区域内根据预置的路线进行飞行,获取待检测区域的环境信息。The drone performs flight according to a preset route in the area to be detected, and acquires environmental information of the area to be detected.
  7. 如权利要求5所述的方法,其特征在于,所述服务器根据预置的算法对所述环境信息进行分析,包括:The method of claim 5, wherein the server analyzes the environmental information according to a preset algorithm, including:
    所述服务器获取所述环境信息;The server acquires the environmental information;
    所述服务器对所述环境信息进行预处理,提取环境特征;The server performs pre-processing on the environmental information to extract environmental features;
    所述服务器根据所述环境特征和预置的算法对所述环境信息进行分析。The server analyzes the environmental information according to the environmental characteristics and a preset algorithm.
  8. 如权利要求6所述的方法,其特征在于,所述方法还包括:The method of claim 6 wherein the method further comprises:
    所述无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,所述无人机根据所述飞行路线变更指令进行飞行。When the drone is flying according to the preset route in the area to be detected, if the flight path change instruction is received, the drone performs flight according to the flight path change instruction.
  9. 如权利要求5所述的方法,其特征在于,所述服务器根据预置的算法对所述环境信息进行分析之后还包括:The method of claim 5, wherein the analyzing the environment information by the server according to a preset algorithm further comprises:
    所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  10. 如权利要求6所述的方法,其特征在于,所述服务器根据预置的算法对所述环境信息进行分析之后还包括:The method of claim 6, wherein the analyzing the environment information by the server according to a preset algorithm further comprises:
    所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  11. 如权利要求7所述的方法,其特征在于,所述服务器根据预置的算法对所述环境信息进行分析之后还包括:The method of claim 7, wherein the analyzing the environment information by the server according to a preset algorithm further comprises:
    所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  12. 如权利要求8所述的方法,其特征在于,所述服务器根据预置的算法对所述环境信息进行分析之后还包括:The method according to claim 8, wherein the analyzing the environment information by the server according to a preset algorithm further comprises:
    所述服务器发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The server sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  13. 一种基于无人机的环境探测系统,其特征在于,所述系统包括:无人机和服务器;An environmental detection system based on a drone, characterized in that the system comprises: a drone and a server;
    所述无人机包括:The drone includes:
    第一飞行模块,用于当无人机接收到环境检测指令时,飞行至待检测位置;a first flight module, configured to fly to the location to be detected when the drone receives the environmental detection instruction;
    获取模块,用于获取所述待检测位置的环境信息,发送至服务器;An acquiring module, configured to acquire environment information of the location to be detected, and send the information to a server;
    所述服务器包括:The server includes:
    分析模块,用于根据预置的算法对所述环境信息进行分析。An analysis module is configured to analyze the environmental information according to a preset algorithm.
  14. 如权利要求13所述的系统,其特征在于,所述获取模块包括:The system of claim 13 wherein said obtaining module comprises:
    确定单元,用于确定待检测位置的待检测区域;a determining unit, configured to determine a to-be-detected area of the location to be detected;
    第一获取单元,用于在待检测区域内根据预置的路线进行飞行,获取待检测区域的环境信息。The first acquiring unit is configured to perform flight according to the preset route in the area to be detected, and obtain environment information of the area to be detected.
  15. 如权利要求13所述的系统,其特征在于,所述分析模块包括:The system of claim 13 wherein said analyzing module comprises:
    第二获取单元,用于获取所述环境信息;a second acquiring unit, configured to acquire the environment information;
    信息处理单元,用于对所述环境信息进行预处理,提取环境特征;An information processing unit, configured to preprocess the environmental information, and extract an environmental feature;
    分析单元,用于根据所述环境特征和预置的算法对所述环境信息进行分析。And an analyzing unit, configured to analyze the environmental information according to the environmental feature and a preset algorithm.
  16. 如权利要求14所述的系统,其特征在于,所述无人机还包括:The system of claim 14 wherein said drone further comprises:
    第二飞行模块,所述无人机在待检测区域内根据预置的路线进行飞行时,若接收到飞行路线变更指令时,根据所述飞行路线变更指令进行飞行。The second flight module, when the drone is flying according to the preset route in the to-be-detected area, if the flight path change instruction is received, the flight is performed according to the flight path change instruction.
  17. 如权利要求13所述的系统,其特征在于,所述服务器还包括:The system of claim 13 wherein said server further comprises:
    发送模块,发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The sending module sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  18. 如权利要求14所述的系统,其特征在于,所述服务器还包括:The system of claim 14 wherein said server further comprises:
    发送模块,发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The sending module sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  19. 如权利要求15所述的系统,其特征在于,所述服务器还包括:The system of claim 15 wherein said server further comprises:
    发送模块,发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The sending module sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
  20. 如权利要求16所述的系统,其特征在于,所述服务器还包括:The system of claim 16 wherein said server further comprises:
    发送模块,发送分析结果至监控终端,以使所述监控终端显示所述分析结果。The sending module sends the analysis result to the monitoring terminal, so that the monitoring terminal displays the analysis result.
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