CN108320441A - A kind of unmanned plane inspection monitoring and warning system based on cordless communication network - Google Patents

A kind of unmanned plane inspection monitoring and warning system based on cordless communication network Download PDF

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Publication number
CN108320441A
CN108320441A CN201810104378.4A CN201810104378A CN108320441A CN 108320441 A CN108320441 A CN 108320441A CN 201810104378 A CN201810104378 A CN 201810104378A CN 108320441 A CN108320441 A CN 108320441A
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China
Prior art keywords
unmanned plane
abnormal
information
during flying
audio
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CN201810104378.4A
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Inventor
张传林
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Anhui Zhongtian Security Service Group Co Ltd
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Anhui Zhongtian Security Service Group Co Ltd
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Priority to CN201810104378.4A priority Critical patent/CN108320441A/en
Publication of CN108320441A publication Critical patent/CN108320441A/en
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    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B19/00Alarms responsive to two or more different undesired or abnormal conditions, e.g. burglary and fire, abnormal temperature and abnormal rate of flow
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64DEQUIPMENT FOR FITTING IN OR TO AIRCRAFT; FLIGHT SUITS; PARACHUTES; ARRANGEMENT OR MOUNTING OF POWER PLANTS OR PROPULSION TRANSMISSIONS IN AIRCRAFT
    • B64D47/00Equipment not otherwise provided for
    • B64D47/08Arrangements of cameras
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B15/00Identifying, scaring or incapacitating burglars, thieves or intruders, e.g. by explosives
    • G08B15/007Identifying, scaring or incapacitating burglars, thieves or intruders, e.g. by explosives by trapping
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B25/00Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
    • G08B25/01Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
    • G08B25/10Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using wireless transmission systems
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/183Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a single remote source
    • H04N7/185Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a single remote source from a mobile camera, e.g. for remote control

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Business, Economics & Management (AREA)
  • Emergency Management (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Alarm Systems (AREA)

Abstract

The present invention provides a kind of unmanned plane inspection monitoring and warning system based on cordless communication network, including high in the clouds control centre, several mobile terminals for receiving the warning information sent from high in the clouds control centre and the unmanned plane during flying device terminal for being patrolled abnormal environment and being tracked abnormal behaviour in real time;It is provided with power supply in unmanned plane during flying device, controller, data storage, wireless messaging devices, high definition line camera, audio-frequency information capture device and information comparison unit for carrying out information comparison, in actual moving process, unmanned plane during flying device terminal either other flight terminals can be scanned shooting or audio capture to the abnormal conditions in environment in real time, and timely feedback information, take corresponding emergent management measure, the design is reasonable in design, it is feature-rich, it is high to the reaction flexibility ratio of emergency, intelligence degree is high, it is very suitable for actually using.

Description

A kind of unmanned plane inspection monitoring and warning system based on cordless communication network
[technical field]
The present invention relates to unmanned plane inspection monitoring and warning systems technology field more particularly to a kind of flexibility are high, have compared with The unmanned plane inspection monitoring and warning system based on cordless communication network of high accurancy and precision and security performance.
[background technology]
In recent years, "smart" products have obtained quickly popularizing very much, such as common unmanned plane, virtual reality eye Mirror, unmanned boat, autonomous driving vehicle etc., bring great convenience for daily life.
In production and processing either in everyday environments, it often will appear some abnormal situations, such as forest fire, Traffic accident etc., sometimes because the time found too late, in turn results in prodigious loss and injury, if it is possible to utilize intelligence Product can be changed to carry out early warning and signal feedback to such as the above situation, after allowing related personnel that can quickly obtain information expansion It continues dynamic, then can significantly reduce damage.
Based on this, those skilled in the art has carried out a large amount of research and development and experiment, progress of integrally starting with from early warning system It improves and improves, and achieve preferable achievement.
[invention content]
To overcome the problems of prior art, the present invention to provide a kind of flexibility height, have compared with high accurancy and precision and peace The unmanned plane inspection monitoring and warning system based on cordless communication network of full performance.
It is pre- that the scheme of present invention solution technical problem is to provide a kind of unmanned plane inspection monitoring based on cordless communication network The system of police, including high in the clouds control centre, several movement ends for receiving the warning information sent from high in the clouds control centre End and the unmanned plane during flying device terminal for being patrolled abnormal environment and being tracked abnormal behaviour in real time;The high in the clouds control Communication interconnection is carried out between center and each mobile terminal, between unmanned plane during flying device and high in the clouds control centre by wireless network; Power supply, controller, data storage, wireless messaging devices, high definition line is provided in the unmanned plane during flying device to take the photograph As head, audio-frequency information capture device and information comparison unit for carrying out information comparison;The data storage, wireless messages R-T unit, high definition line camera, audio-frequency information capture device and information comparison unit and controller are electrically connected;It is high Clear infrared pick-up head is used to carry out captured in real-time to the abnormal conditions in environment and photographing information is fed back to information comparison list Member carries out analysis comparison, and audio-frequency information capture device is for being acquired the abnormal sound in environment and feeding back to information comparison Unit, information comparison unit come from high definition line according to the exception information example being pre-stored in data storage with what is received The information of camera and audio-frequency information capture device is compared, if comparing successfully, it is wireless to send information to controller control Information transceiving device sends information warning to mobile terminal.
Preferably, the abnormal conditions information that the high definition line camera carries out captured in real-time includes abnormal behavior, figure As abnormal, temperature exception and color are abnormal;The situation that the audio-frequency information capture device carries out abnormal conditions acquisition includes sound High abnormal, tone color exception and sound-content are abnormal.
Preferably, after the high definition line camera takes abnormal conditions, controller controls the camera shooting of high definition line Head, which furthers camera lens, carries out track up, and it includes row to carry out the abnormal conditions information of captured in real-time according to high definition line camera It is abnormal for exception, image abnormity, temperature exception and color;The audio-frequency information capture device carries out the feelings of abnormal conditions acquisition Shape includes that abnormal pitch, tone color exception and sound-content are abnormal;It is whole that controller controls unmanned plane during flying device as the case may be End carries out plane-hop;After the audio-frequency information capture device collects abnormal sound information, controller controls unmanned plane and flies Row device terminal carries out plane-hop, collects clearer audio-frequency information.
Preferably, the acousto-optic for carrying out sound-light alarm to emergency is additionally provided in the unmanned plane during flying device terminal Alarm, the audible-visual annunciator are electrically connected with controller;When high definition line camera or audio-frequency information capture device obtain To after abnormal conditions information, controller controls audible-visual annunciator and carries out Realtime Alerts.
Preferably, the unmanned plane during flying device terminal is also linked with catching net equipment;When high definition line camera or sound After frequency information capture device gets abnormal conditions information, via the analyses and comparison of information comparison unit, if actually abnormal feelings Condition, then controller control unmanned plane during flying device terminal fly the nearly abnormal conditions and position occur, when the unmanned plane during flying device terminal with When the distance of position occurs for abnormal conditions within preset range, control is opened catching net equipment and is captured.
Preferably, it links automatically into row information between each mobile terminal;User carries out scene in real time by permission The access of situation.
Preferably, the unmanned plane during flying device terminal inner is additionally provided with the high pitch loudspeaker for playing user's voice messaging , which is electrically connected with controller.
Preferably, the unmanned plane during flying device terminal, which is additionally provided with, to carry out the several of quick hedging for emergency A sensor unit, each sensor unit are set to the outer peripheral edge of unmanned plane during flying device terminal.
Preferably, the high definition line camera takes abnormal conditions or audio-frequency information capture device collects environment In abnormal sound after, controller control unmanned plane during flying device terminal carry out plane-hop, and according to system setting endanger The prevention of dangerous behavior.
Compared with prior art, a kind of unmanned plane inspection monitoring and warning system based on cordless communication network of the present invention passes through Simultaneously be arranged high in the clouds control centre, for receive several mobile terminals of the warning information sent from high in the clouds control centre with And the unmanned plane during flying device terminal for being patrolled abnormal environment and being tracked abnormal behaviour in real time, due to high in the clouds control centre Between each mobile terminal, pass through the wireless network (nothings such as 2.4G, 3G, 4G, 5G between unmanned plane during flying device and high in the clouds control centre Gauze network) carry out communication interconnection, in actual moving process, unmanned plane during flying device terminal either other flight terminals can be real-time Shooting or audio capture are scanned to the abnormal conditions in environment, and timely feedback information, take corresponding emergent management Measure, the design is reasonable in design, feature-rich, high to the reaction flexibility ratio of emergency, and intelligence degree is high, very suitable Close actual use.
[description of the drawings]
Fig. 1 is a kind of contextual model structure of the unmanned plane inspection monitoring and warning system based on cordless communication network of the present invention Schematic diagram.
Fig. 2 is a kind of frame structure signal of the unmanned plane inspection monitoring and warning system based on cordless communication network of the present invention Figure.
[specific implementation mode]
To make the purpose of the present invention, technical solution and advantage be more clearly understood, with reference to the accompanying drawings and embodiments, to this Invention is further elaborated.It should be appreciated that specific embodiment described herein is used only for explaining the present invention, not For limiting the invention.
It please refers to Fig.1 and Fig. 2, a kind of unmanned plane inspection monitoring and warning system 1 based on cordless communication network of the present invention is wrapped It includes high in the clouds control centre, several mobile terminals for receiving the warning information sent from high in the clouds control centre and is used for The unmanned plane during flying device terminal of abnormal behaviour is patrolled abnormal environment and tracked in real time;The high in the clouds control centre and each shifting Communication interconnection is carried out between dynamic terminal, between unmanned plane during flying device and high in the clouds control centre by wireless network;The unmanned plane Power supply, controller, data storage, wireless messaging devices, high definition line camera, audio letter are provided in aircraft Cease capture device and the information comparison unit for carrying out information comparison;The data storage, wireless messaging devices, height Clear infrared pick-up head, audio-frequency information capture device and information comparison unit and controller are electrically connected;High definition line is taken the photograph As head is used to carry out captured in real-time to the abnormal conditions in environment and photographing information is fed back to information comparison unit to analyze Comparison, audio-frequency information capture device is for being acquired the abnormal sound in environment and feeding back to information comparison unit, information Comparing unit according to the exception information example being pre-stored in data storage and receive from high definition line camera and The information of audio-frequency information capture device is compared, if comparing successfully, send information to controller control wireless messages transmitting-receiving Device sends information warning to mobile terminal.
By high in the clouds control centre being arranged, for receiving the several of the warning information sent from high in the clouds control centre simultaneously A mobile terminal and unmanned plane during flying device terminal for being patrolled abnormal environment and being tracked abnormal behaviour in real time, due to Between high in the clouds control centre and each mobile terminal, between unmanned plane during flying device and high in the clouds control centre by wireless network (2.4G, The wireless networks such as 3G, 4G, 5G) carry out communication interconnection, in actual moving process, either other flights of unmanned plane during flying device terminal Terminal can be scanned shooting or audio capture to the abnormal conditions in environment in real time, and timely feedback information, take pair The emergent management measure answered, the design is reasonable in design, feature-rich, high to the reaction flexibility ratio of emergency, intelligent Degree is high, is very suitable for actually using.
In actual use, computer end can also be used to substitute what mobile terminal reception was sent from high in the clouds control centre Warning information.
Preferably, the abnormal conditions information that the high definition line camera carries out captured in real-time includes abnormal behavior, figure As abnormal, temperature exception and color are abnormal;The situation that the audio-frequency information capture device carries out abnormal conditions acquisition includes sound High abnormal, tone color exception and sound-content are abnormal.Other different situations can also be obtained in actual design process.
Preferably, after the high definition line camera takes abnormal conditions, controller controls the camera shooting of high definition line Head, which furthers camera lens, carries out track up, and it includes row to carry out the abnormal conditions information of captured in real-time according to high definition line camera It is abnormal for exception, image abnormity, temperature exception and color;The audio-frequency information capture device carries out the feelings of abnormal conditions acquisition Shape includes that abnormal pitch, tone color exception and sound-content are abnormal;It is whole that controller controls unmanned plane during flying device as the case may be End carries out plane-hop;After the audio-frequency information capture device collects abnormal sound information, controller controls unmanned plane and flies Row device terminal carries out plane-hop, collects clearer audio-frequency information.
Preferably, the acousto-optic for carrying out sound-light alarm to emergency is additionally provided in the unmanned plane during flying device terminal Alarm, the audible-visual annunciator are electrically connected with controller;When high definition line camera or audio-frequency information capture device obtain To after abnormal conditions information, controller controls audible-visual annunciator and carries out Realtime Alerts.
Preferably, the unmanned plane during flying device terminal is also linked with catching net equipment;When high definition line camera or sound After frequency information capture device gets abnormal conditions information, via the analyses and comparison of information comparison unit, if actually abnormal feelings Condition, then controller control unmanned plane during flying device terminal fly the nearly abnormal conditions and position occur, when the unmanned plane during flying device terminal with When the distance of position occurs for abnormal conditions within preset range, control is opened catching net equipment and is captured.
Preferably, it links automatically into row information between each mobile terminal;User carries out scene in real time by permission The access of situation.Greatly improve the intelligence degree and security performance of system.
Preferably, the unmanned plane during flying device terminal inner is additionally provided with the high pitch loudspeaker for playing user's voice messaging , which is electrically connected with controller.
Preferably, the unmanned plane during flying device terminal, which is additionally provided with, to carry out the several of quick hedging for emergency A sensor unit, each sensor unit are set to the outer peripheral edge of unmanned plane during flying device terminal.
Preferably, the high definition line camera takes abnormal conditions or audio-frequency information capture device collects environment In abnormal sound after, controller control unmanned plane during flying device terminal carry out plane-hop, and according to system setting endanger The prevention of dangerous behavior.
Compared with prior art, a kind of unmanned plane inspection monitoring and warning system 1 based on cordless communication network of the present invention is logical Cross while being arranged high in the clouds control centre, several mobile terminals for receiving the warning information sent from high in the clouds control centre And the unmanned plane during flying device terminal for being patrolled abnormal environment and being tracked abnormal behaviour in real time, in being controlled due to high in the clouds Between the heart and each mobile terminal, pass through wireless network (2.4G, 3G, 4G, 5G etc. between unmanned plane during flying device and high in the clouds control centre Wireless network) carry out communication interconnection, in actual moving process, unmanned plane during flying device terminal either other flight terminals can be real When shooting or audio capture are scanned to the abnormal conditions in environment, and timely feedback information, take corresponding urgent place Reason measure, the design is reasonable in design, feature-rich, high to the reaction flexibility ratio of emergency, and intelligence degree is high, very It is suitble to actual use.
The embodiments of the present invention described above are not intended to limit the scope of the present invention.It is any in the present invention Spirit and principle within made by modifications, equivalent substitutions and improvements etc., should be included in the claim protection model of the present invention Within enclosing.

Claims (9)

  1. The monitoring and warning system 1. a kind of unmanned plane based on cordless communication network is patrolled, it is characterised in that:In being controlled including high in the clouds The heart, several mobile terminals for receiving the warning information sent from high in the clouds control centre and for abnormal environment into The unmanned plane during flying device terminal of abnormal behaviour is patrolled and tracked in real time to row;Between the high in the clouds control centre and each mobile terminal, Communication interconnection is carried out by wireless network between unmanned plane during flying device and high in the clouds control centre;It is arranged in the unmanned plane during flying device Have power supply, controller, data storage, wireless messaging devices, high definition line camera, audio-frequency information capture device with And the information comparison unit for carrying out information comparison;The data storage, wireless messaging devices, the camera shooting of high definition line Head, audio-frequency information capture device and information comparison unit and controller are electrically connected;High definition line camera is used for ring Abnormal conditions in border carry out captured in real-time and photographing information are fed back to information comparison unit carrying out analysis comparison, audio-frequency information Capture device is for being acquired the abnormal sound in environment and feeding back to information comparison unit, and information comparison unit is according to number According to the exception information example being pre-stored in memory high definition line camera and audio-frequency information capture dress are come from what is received The information set is compared, if comparing successfully, is sent information to controller and is controlled wireless messaging devices to mobile terminal Send information warning.
  2. The monitoring and warning system 2. a kind of unmanned plane based on cordless communication network as described in claim 1 is patrolled, feature exist In:The abnormal conditions information that the high definition line camera carries out captured in real-time includes that abnormal behavior, image abnormity, temperature are different Often and color is abnormal;The situation that the audio-frequency information capture device carries out abnormal conditions acquisition includes that pitch is abnormal, tone color is different Often and sound-content is abnormal.
  3. The monitoring and warning system 3. a kind of unmanned plane based on cordless communication network as claimed in claim 1 or 2 is patrolled, feature It is:After the high definition line camera takes abnormal conditions, controller control high definition line camera draws camera lens It is close to carry out track up, and it includes abnormal behavior, figure to carry out the abnormal conditions information of captured in real-time according to high definition line camera As abnormal, temperature exception and color are abnormal;The situation that the audio-frequency information capture device carries out abnormal conditions acquisition includes sound High abnormal, tone color exception and sound-content are abnormal;Controller controls unmanned plane during flying device terminal and carries out closely as the case may be Distance flight;After the audio-frequency information capture device collects abnormal sound information, controller controls unmanned plane during flying device terminal Plane-hop is carried out, clearer audio-frequency information is collected.
  4. The monitoring and warning system 4. a kind of unmanned plane based on cordless communication network as claimed in claim 3 is patrolled, feature exist In:The audible-visual annunciator for carrying out sound-light alarm to emergency, the sound are additionally provided in the unmanned plane during flying device terminal Light crossing-signal is electrically connected with controller;When high definition line camera or audio-frequency information capture device get abnormal conditions letter After breath, controller controls audible-visual annunciator and carries out Realtime Alerts.
  5. The monitoring and warning system 5. a kind of unmanned plane based on cordless communication network as described in claim 1 or 4 is patrolled, feature It is:The unmanned plane during flying device terminal is also linked with catching net equipment;When high definition line camera or audio-frequency information capture After device gets abnormal conditions information, via the analyses and comparison of information comparison unit, if actually abnormal conditions, controller It controls unmanned plane during flying device terminal and flies nearly abnormal conditions generation position, when the unmanned plane during flying device terminal and abnormal conditions occur When the distance of position is within preset range, control is opened catching net equipment and is captured.
  6. The monitoring and warning system 6. a kind of unmanned plane based on cordless communication network as described in claim 1 is patrolled, feature exist In:It links automatically into row information between each mobile terminal;User carries out the access of live real-time condition by permission.
  7. The monitoring and warning system 7. a kind of unmanned plane based on cordless communication network as described in claim 1 is patrolled, feature exist In:The unmanned plane during flying device terminal inner is additionally provided with the high-pitched speaker for playing user's voice messaging, the high pitch loudspeaker With controller be electrically connected.
  8. The monitoring and warning system 8. a kind of unmanned plane based on cordless communication network as claimed in claim 5 is patrolled, feature exist In:The unmanned plane during flying device terminal, which is additionally provided with, can be directed to several sensor lists that emergency carries out quick hedging Member, each sensor unit are set to the outer peripheral edge of unmanned plane during flying device terminal.
  9. The monitoring and warning system 9. a kind of unmanned plane based on cordless communication network as claimed in claim 8 is patrolled, feature exist In:The high definition line camera takes abnormal conditions or audio-frequency information capture device collects the abnormal sound in environment Afterwards, controller control unmanned plane during flying device terminal carries out plane-hop, and the prevention for carrying out hazardous act is arranged according to system.
CN201810104378.4A 2018-02-02 2018-02-02 A kind of unmanned plane inspection monitoring and warning system based on cordless communication network Pending CN108320441A (en)

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Cited By (10)

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CN109151404A (en) * 2018-10-30 2019-01-04 国网四川省电力公司广元供电公司 A electric network operation scene inspection system anti-violating the regulations
CN109286912A (en) * 2018-10-29 2019-01-29 中建科技有限公司深圳分公司 A kind of unmanned detection device and its method for diagnosing faults of sensor network
CN109991978A (en) * 2019-03-19 2019-07-09 莫日华 A kind of method and device of network-based multi-information fusion
CN110007641A (en) * 2019-05-06 2019-07-12 廊坊华昌物联网科技有限公司 A kind of quake evaluation monitor control system
CN110127042A (en) * 2019-06-04 2019-08-16 河南大域航空科技有限公司 A kind of projection arrangement for fire-fighting emergent evacuation unmanned plane
CN110531783A (en) * 2019-08-28 2019-12-03 象限空间(天津)科技有限公司 A kind of monitoring unmanned system based on cloud service
CN110611877A (en) * 2019-04-24 2019-12-24 西南科技大学 Violence abnormal behavior monitoring system and method based on unmanned aerial vehicle
CN110619276A (en) * 2019-08-15 2019-12-27 杭州电子科技大学 Anomaly and violence detection system and method based on unmanned aerial vehicle mobile monitoring
CN112989859A (en) * 2021-05-08 2021-06-18 国网江西省电力有限公司电力科学研究院 Distribution line equipment asset modeling system and method based on unmanned aerial vehicle RFID identification
CN113470294A (en) * 2021-06-30 2021-10-01 秦皇岛擎锐智能电子设备有限公司 Intelligent anti-unmanned aerial vehicle early warning system and method based on 5G network

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Publication number Priority date Publication date Assignee Title
CN109286912A (en) * 2018-10-29 2019-01-29 中建科技有限公司深圳分公司 A kind of unmanned detection device and its method for diagnosing faults of sensor network
CN109151404A (en) * 2018-10-30 2019-01-04 国网四川省电力公司广元供电公司 A electric network operation scene inspection system anti-violating the regulations
CN109991978A (en) * 2019-03-19 2019-07-09 莫日华 A kind of method and device of network-based multi-information fusion
CN109991978B (en) * 2019-03-19 2021-04-02 莫日华 Intelligent automatic driving method and device based on network
CN110611877A (en) * 2019-04-24 2019-12-24 西南科技大学 Violence abnormal behavior monitoring system and method based on unmanned aerial vehicle
CN110611877B (en) * 2019-04-24 2020-09-29 西南科技大学 Violence abnormal behavior monitoring system and method based on unmanned aerial vehicle
CN110007641A (en) * 2019-05-06 2019-07-12 廊坊华昌物联网科技有限公司 A kind of quake evaluation monitor control system
CN110127042A (en) * 2019-06-04 2019-08-16 河南大域航空科技有限公司 A kind of projection arrangement for fire-fighting emergent evacuation unmanned plane
CN110619276A (en) * 2019-08-15 2019-12-27 杭州电子科技大学 Anomaly and violence detection system and method based on unmanned aerial vehicle mobile monitoring
CN110619276B (en) * 2019-08-15 2021-12-21 杭州电子科技大学 Anomaly and violence detection system and method based on unmanned aerial vehicle mobile monitoring
CN110531783A (en) * 2019-08-28 2019-12-03 象限空间(天津)科技有限公司 A kind of monitoring unmanned system based on cloud service
CN112989859A (en) * 2021-05-08 2021-06-18 国网江西省电力有限公司电力科学研究院 Distribution line equipment asset modeling system and method based on unmanned aerial vehicle RFID identification
CN113470294A (en) * 2021-06-30 2021-10-01 秦皇岛擎锐智能电子设备有限公司 Intelligent anti-unmanned aerial vehicle early warning system and method based on 5G network

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Application publication date: 20180724