CN112026851A - Method and system for monitoring obstacles in front of train - Google Patents

Method and system for monitoring obstacles in front of train Download PDF

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Publication number
CN112026851A
CN112026851A CN202011229085.2A CN202011229085A CN112026851A CN 112026851 A CN112026851 A CN 112026851A CN 202011229085 A CN202011229085 A CN 202011229085A CN 112026851 A CN112026851 A CN 112026851A
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video acquisition
monitoring
terminal
train
image data
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CN202011229085.2A
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姜勇
张祖德
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Shenzhen Crystal Video Technology Co ltd
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Shenzhen Crystal Video Technology Co ltd
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B61RAILWAYS
    • B61LGUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L23/00Control, warning or like safety means along the route or between vehicles or trains
    • B61L23/04Control, warning or like safety means along the route or between vehicles or trains for monitoring the mechanical state of the route
    • B61L23/041Obstacle detection

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Train Traffic Observation, Control, And Security (AREA)

Abstract

The invention relates to a method and a system for monitoring obstacles in front of a train, wherein the monitoring system comprises a monitoring terminal arranged on the train and a plurality of video acquisition terminals which are distributed at intervals along the extending direction of a track; the method comprises the following steps: controlling the monitoring terminals to monitor the radio wave signals sent by the video acquisition terminals in real time; after the monitoring terminal monitors the radio wave signals, establishing communication connection with a corresponding video acquisition terminal, and receiving image data acquired by the video acquisition terminal; and controlling the monitoring terminal to display the image data acquired by at least one video acquisition terminal closest to the front of the train. Therefore, the embodiment of the invention can enable a train driver to visually check the track condition in front of the train, can know whether barriers exist at each position of the track in front of the train in advance, and ensures the safety of track traffic in operation.

Description

Method and system for monitoring obstacles in front of train
Technical Field
The invention belongs to the technical field of rail transit, and particularly relates to a method and a system for monitoring obstacles in front of a train.
Background
With the rapid development of rail transit, it is particularly important whether the safety of a rail transit system is reliable or not and whether the operation is efficient or not, but the current trains are generally not provided with safety early warning systems, mostly run at a fixed speed limit by manual driving of drivers, and the railmen need to be arranged to patrol on the rails, so that a large number of unstable factors of manual operation exist, and the safety is very low.
Although some trains are provided with early warning systems, namely, the rail detection devices are arranged on the heads of the trains, so that obstacles exist in the front rails of the traveling direction of the trains for detection and early warning, the detection distances of the detection devices are not far enough, and even if the early warning systems detect the obstacles, the braking distances are not enough, so that certain potential safety hazards exist.
Disclosure of Invention
The invention aims to solve the defects in the prior art at least to a certain extent and provides a method and a system for monitoring an obstacle in front of a train.
In order to achieve the above object, an embodiment of the present invention provides a method for monitoring an obstacle in front of a train, which is applied to a monitoring system, where the monitoring system includes a monitoring terminal disposed on the train and a plurality of video acquisition terminals disposed at intervals along a track extending direction, and each of the video acquisition terminals is configured to acquire image data of each position of the track; the method comprises the following steps:
s10, controlling the monitoring terminal to monitor the radio wave signals sent by the video acquisition terminals in real time;
s20, after the monitoring terminal monitors the radio wave signal, establishing communication connection with a corresponding video acquisition terminal, and receiving image data acquired by the video acquisition terminal;
and S30, controlling the monitoring terminal to display the image data collected by at least one video collection terminal closest to the front of the train.
Preferably, before step S10, the method further includes:
and S00, the video acquisition terminal is initially in a dormant state and intermittently sends out radio wave signals including handshake messages.
Preferably, the step S20 specifically includes:
s21, after the monitoring terminal monitors the radio wave signals, establishing communication connection with a corresponding video acquisition terminal;
s22, controlling the video acquisition terminal which establishes the connection to switch from a dormant state to a working state, and enabling the video acquisition terminal to acquire image data of a track at the position where the video acquisition terminal is located;
and S23, when the train runs to the state that the signal intensity of the radio wave signal is larger than a preset signal threshold value, controlling the video acquisition terminal to send the image data to the monitoring terminal.
Preferably, the step S22 is followed by:
and analyzing the acquired image data, and generating alarm information and sending the alarm information to the monitoring terminal when judging that the obstacle exists on the track in the image data.
Preferably, the step S22 is followed by:
the method comprises the steps of obtaining environmental data generated by an environmental detection sensor, analyzing the environmental data, and generating alarm information and sending the alarm information to the monitoring terminal when the situation that a threat event occurs at the position of the video acquisition terminal is judged.
Preferably, the step S30 specifically includes:
s31, detecting the distance between the monitoring terminal and each video acquisition terminal which has established communication connection;
and S32, controlling the monitoring terminal to select the image data collected by at least one video collection terminal with the closest distance from the video collection terminals with the established communication connection for display.
Preferably, the method further comprises:
and S40, controlling the video acquisition terminal to be switched from a working mode to a sleep mode according to the fact that the distance between the monitoring terminal and one of the video acquisition terminals is larger and exceeds a preset distance.
On the other hand, the invention provides a monitoring system, which comprises a monitoring terminal and a plurality of video acquisition terminals, wherein the video acquisition terminals are distributed at intervals along the extension direction of a track, are in communication connection with the monitoring terminal, and are used for acquiring image data of each position of the track and sending the image data to the monitoring terminal; the monitoring terminals are arranged on the train and used for receiving the image data sent by each video acquisition terminal and displaying the image data returned by at least one video acquisition terminal closest to the front of the train according to the running direction.
In yet another aspect, the present invention also provides a computer readable storage medium, which when executed by a processor implements the monitoring method as described above.
According to the method and the system for monitoring the obstacles in front of the train, provided by the embodiment of the invention, the image data of each position of the track is acquired through each video acquisition terminal arranged on the track, the image data is sent to the monitoring terminal, and the monitoring terminal displays the image data returned by one or more video acquisition terminals in front of the train in real time, so that a train driver can visually check the track condition in front of the train, can know whether the obstacles exist in each position of the track in front of the train in advance, and the safety of track traffic in operation is ensured.
Furthermore, the method can also predict whether the threat situation exists in the track area in front of the train to a certain extent by acquiring the vibration signal of the vibration sensor preset on the video acquisition terminal, thereby further ensuring the safety of the train in the running process.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without inventive exercise.
FIG. 1 is a block diagram of an embodiment of a monitoring system of the present invention;
FIG. 2 is a detailed block diagram of an embodiment of a monitoring terminal according to the present invention;
FIG. 3 is a schematic diagram of a detailed block diagram of an embodiment of a video capture terminal according to the present invention;
fig. 4 is a flowchart of a method for monitoring an obstacle in front of a train according to an embodiment of the present invention.
Detailed Description
Reference will now be made in detail to embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to the same or similar elements or elements having the same or similar function throughout. The embodiments described below with reference to the drawings are exemplary and intended to be illustrative of the present invention and should not be construed as limiting the present invention, and all other embodiments that can be obtained by one skilled in the art based on the embodiments of the present invention without inventive efforts shall fall within the scope of protection of the present invention.
Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of that feature. In the description of the present invention, "a plurality" means two or more unless specifically defined otherwise.
Fig. 1 is a block diagram illustrating a monitoring system according to an embodiment of the present invention. The monitoring system comprises a monitoring terminal 10 and a plurality of video acquisition terminals 20, wherein the video acquisition terminals 20 are distributed at intervals along the extending direction of a track, are in communication connection with the monitoring terminal 10, and are used for acquiring image data of each position of the track and sending the image data to the monitoring terminal 10; the monitoring terminal 10 is disposed on a train, and is configured to receive image data sent by each video capture terminal 20, and display image data returned by at least one video capture terminal 20 closest to the front of the train from beginning to end according to a driving direction.
The video capture terminals 20 are arranged at intervals along the extending direction of the track, and the interval distance between each two adjacent video capture terminals 20 may not be equal, that is, the video capture terminals 20 may be distributed at intervals on the track side according to the actual situation, for example, the interval distance may be shorter when the video capture terminals are mainly distributed on various tunnels, curves, fog areas and geological unstable areas (such as debris flow, falling rocks and other high-incidence areas), and the interval distance may be longer when the video capture terminals are distributed on areas with better visual field such as plains.
The monitoring terminal 10 includes a first antenna 11, a first image processing module 12, a display module 13, a first processor 14 and a memory 15, and each video capture terminal 20 includes a camera unit 23, a second image processing module 22, a second antenna 21 and a second processor 24. The monitoring terminal 10 and the video capture terminal 20 are electrically connected directly or indirectly with each other to realize data transmission or interaction.
It should be understood that the monitoring system further includes at least one software functional module stored in the memory 15 in the form of software or firmware, and the processor executes various functional applications and data processing by running the software programs and modules stored in the memory 15, so as to implement the monitoring method in the embodiment of the present invention.
The memory 15 may be, but is not limited to, a Random Access Memory (RAM), a Read Only Memory (ROM), a Programmable Read Only Memory (PROM), an erasable read only memory (EEPROM), and the like. The memory 15 is used for storing programs, and the first processor 14 executes the programs in the memory 15 after receiving the execution instructions.
The first processor 14 and the second processor 24 may be an integrated circuit chip having data processing capability, or may be a general-purpose processor including a Central Processing Unit (CPU), a Network Processor (NPU), or the like, which may implement or perform the methods and steps disclosed in the embodiments of the present invention, or may be a microprocessor or any conventional processor.
The first antenna 11 and the second antenna 21 are used for directly establishing communication connection between the monitoring terminal 10 and each video capture terminal 20 to realize data transceiving operation, and when the train approaches the video capture terminal 20 for a certain distance, the communication connection is performed to realize image data transceiving, and when the train passes through the position of the video capture terminal 20, the monitoring terminal 10 is disconnected from the communication connection with the video capture terminal 20.
It will be appreciated that the configuration shown in fig. 1 is merely illustrative and that the monitoring system may also include more or fewer components than shown in fig. 1 or have a different configuration than shown in fig. 1. The components shown in fig. 1 may be implemented in hardware, software, or a combination thereof.
As shown in fig. 2 and 3, each of the first image processing module 12 and the second image processing module 22 may include an image format converter, an image dynamic compression encoder, an IP stream data former, an IP stream/baseband code stream converter, a modem, and a power amplification and low noise receiving module; the camera unit 23 of the video capture terminal 20 is electrically connected to the image format converter in the second image processing module 22, and after capturing the track image data at the corresponding position, the track image data is processed by the second image processing module 22 and then transmitted through the second antenna 21; the first antenna 11 is electrically connected with the power amplification and low-noise receiving module in the first image processing module 12, and after the first antenna 11 of the monitoring terminal 10 receives the image data sent by the second antenna, the image data is displayed by the display module 13 after being processed by the first image processing module 12, so that a train driver can visually check the track condition in front of the train, whether barriers exist at each position of the track in front of the train or not can be known in advance, and the safety during the operation of track traffic is ensured.
The embodiment of the invention also provides a computer readable storage medium, which comprises a computer program, and when the computer program runs, the computer program controls the monitoring system where the readable storage medium is located to execute the following method for monitoring the obstacle in front of the train.
Fig. 4 shows a flowchart of a method for monitoring an obstacle in front of a train according to an embodiment of the present invention. The method steps defined by the flow related to the method are applied to the monitoring system. The specific process shown in fig. 4 will be described in detail below:
and S00, the video acquisition terminal is initially in a dormant state and intermittently sends out radio wave signals including handshake messages.
When the video acquisition terminal is in a sleep mode, the radio wave signal comprising the handshake message is sent out only through the antenna, and the camera unit and other functional modules are in a closed state, so that the energy consumption of the video acquisition terminal is saved; when the video acquisition terminal is in a working mode, the camera shooting unit and other functional modules are in an open state; therefore, each video acquisition terminal on the track is in a dormant state when the train does not approach, and energy consumption is saved.
In addition, the effective distance of the radio wave signals radiated outwards through the antenna can be controlled within a certain range (for example, set to be about 5 KM) by setting the parameters of the radio wave signals sent by the video acquisition terminal, and only when the train runs into the range, the monitoring terminal on the train can receive the radio wave signals including the handshake messages.
And S10, controlling the monitoring terminal to monitor the radio wave signals sent by the video acquisition terminals in real time.
When the train gradually moves forwards, the train gradually enters the effective range of the radio wave signals of the video acquisition terminals in front of the train moving direction, and therefore the monitoring terminal can sequentially receive the radio wave signals carrying the handshake messages sent by the video acquisition terminals in front of the train.
It can be understood that a plurality of video acquisition terminals with short spacing distance can form a local ad hoc wireless communication network, one video acquisition terminal closest to the train intermittently transmits a radio wave signal with a handshake message, and after the train receives the radio wave signal, the train can be accessed into the wireless communication network, so as to establish communication connection with all the video acquisition terminals in the wireless communication network.
And S20, after the monitoring terminal monitors the radio wave signal, establishing communication connection with a corresponding video acquisition terminal, and receiving image data acquired by the video acquisition terminal.
The monitoring terminal establishes communication connection with the corresponding video acquisition terminals according to the analysis of handshake message information in the received radio wave signals, and the monitoring terminal establishes communication connection with the corresponding video acquisition terminals according to the number of the received radio wave signals and controls the corresponding video acquisition terminals to send the acquired image data to the video acquisition terminals when the train runs to the radio wave signal strength to accommodate video data transmission.
And S30, controlling the monitoring terminal to display the image data collected by at least one video collection terminal closest to the front of the train.
In practical application, the number of the displayed video acquisition terminals can be determined according to the size of a display module of the monitoring terminal or a connected display, images acquired by four or nine video acquisition terminals closest to the front of the train are usually displayed in four or nine grids, and of course, the number of the displayed video acquisition terminals can also be determined according to actual requirements.
In one embodiment, step S20 specifically includes the following steps:
and S21, after the monitoring terminal monitors the radio wave signal, establishing communication connection with the corresponding video acquisition terminal.
S22, controlling the video acquisition terminal which establishes the connection to switch from a dormant state to a working state, and enabling the video acquisition terminal to acquire the image data of the track at the position where the video acquisition terminal is located.
That is to say, when the train runs to the monitoring terminal, the monitoring terminal can receive the radio wave signal and establish communication connection with the corresponding video acquisition terminal, the video acquisition terminal is awakened, and the video acquisition terminal is switched from the dormant state to the working state to acquire the image data. And analyzing the acquired image data, and generating alarm information and sending the alarm information to the monitoring terminal when judging that the obstacle exists on the track in the image data.
Preferably, after the video acquisition terminal enters a working state, the video acquisition terminal acquires environmental data generated by an environmental detection sensor, analyzes the environmental data, and generates alarm information and sends the alarm information to the monitoring terminal when judging that a threat event occurs at the position where the video acquisition terminal is located. The environment detection sensor comprises one or more of a pressure sensor, a vibration sensor, a GPS sensor and a temperature sensor which are arranged on the video acquisition terminal.
The pressure sensor is arranged in a closed space inside the video acquisition terminal, detects a pressure value in the closed space in real time, and generates alarm information when the pressure value is lower than a set value.
The method comprises the steps that vibration information of the ground around the position where a video acquisition terminal is located can be detected through a vibration sensor, whether threat events (such as debris flow, falling rocks, mountain collapse and the like) occur around the video acquisition terminal is judged according to the vibration information, and if yes, alarm information is generated and sent to a monitoring terminal; for example, when debris flow occurs near the position of the video acquisition terminal but the debris flow does not spread to the shooting range of the video acquisition terminal, the image recognition alarm module cannot be triggered to alarm at the moment, but the vibration sensor can detect abnormal vibration information and generate corresponding alarm information to send the alarm information to the monitoring terminal, so that whether threat conditions exist in a track area in front of a train or not can be predicted to a certain extent, and the safety of the train in the running process is further ensured.
The three-dimensional position information of the video acquisition terminal can be identified through the GPS sensor, so that whether displacement caused by artificial generation or natural factors (such as debris flow, rockfall, mountain collapse and the like) exists or not is judged according to the change of the three-dimensional position information, and if yes, corresponding alarm information is generated.
The ambient temperature of the position where the video acquisition terminal is located can be obtained through the temperature sensor, and when the ambient temperature is lower than a preset temperature (for example, an extreme low temperature), a preset heater in the video acquisition terminal can be started, so that the video acquisition terminal can work normally.
And S23, when the train runs to the state that the signal intensity of the radio wave signal is larger than a preset signal threshold value, controlling the video acquisition terminal to send the image data to the monitoring terminal.
When the signal intensity of the radio wave signals is larger than a preset signal threshold value, the distance between the monitoring terminal and the video acquisition terminal is about 3KM approximately, the video data transmission can be stably carried out, and the monitoring terminal can receive the image data sent by the video acquisition terminal and select whether to display according to the number of the display pictures.
In another embodiment, the step S30 specifically includes the following steps:
and S31, detecting the distance between the monitoring terminal and each video acquisition terminal which has established communication connection.
After the monitoring terminal establishes communication connection with the corresponding video acquisition terminal according to the received radio wave signals, distance measurement can be carried out according to the radio wave signals between the monitoring terminal and the corresponding video acquisition terminal, so that the distance between the monitoring terminal and each video acquisition terminal which establishes communication connection can be known.
And S32, controlling the monitoring terminal to select the image data collected by at least one video collection terminal with the closest distance from the video collection terminals with the established communication connection for display.
Therefore, a train driver can visually check the track condition in front of the train, can know whether barriers exist at each position of the track in front of the train in advance, and ensures the safety of track traffic during operation. In addition, a video acquisition terminal can be arranged at the intersection where the track and the road intersect, and the video acquisition terminal acquires image data on the road, so that a train driver can observe whether vehicles are preparing to pass through the intersection on the road in advance, and the train driver can judge whether the speed needs to be reduced in advance, and the occurrence of collision between the train and the vehicles is avoided.
In yet another embodiment, the method of an embodiment of the present invention further comprises the steps of:
and S40, controlling the video acquisition terminal to be switched from a working mode to a sleep mode according to the fact that the distance between the monitoring terminal and one of the video acquisition terminals is larger and exceeds a preset distance.
When the distance between the monitoring terminal and a certain video acquisition terminal is measured to be larger and larger through the radio wave signal, the positions of the monitoring terminal of the train and the video acquisition terminal are shown; the preset distance can be determined according to the length of the train where the monitoring terminal is located, namely, after the train completely passes through the position of the video acquisition terminal, the video acquisition terminal is controlled to enter a dormant state to wait for being matched with the next train, so that the power consumption of the video acquisition terminal is reduced, and the energy is saved.
In the embodiments provided in the present invention, it should be understood that the disclosed system and method can be implemented in other ways. The system and method embodiments described above are merely illustrative, for example, the flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In addition, the functional modules in the embodiments of the present invention may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.
The functions, if implemented in the form of software functional modules and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a vehicle-mounted computer, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a U disk, a removable hard disk, a Read Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk. It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
In the above embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In view of the above description of the technical solutions provided by the present invention, those skilled in the art will recognize that there may be variations in the technical solutions and the application ranges according to the concepts of the embodiments of the present invention, and in summary, the content of the present specification should not be construed as limiting the present invention.

Claims (9)

1. The method for monitoring the obstacles in front of the train is characterized by being applied to a monitoring system, wherein the monitoring system comprises a monitoring terminal arranged on the train and a plurality of video acquisition terminals distributed at intervals along the extending direction of a track, and each video acquisition terminal is used for acquiring image data of each position of the track; the method comprises the following steps:
s10, controlling the monitoring terminal to monitor the radio wave signals sent by the video acquisition terminals in real time;
s20, after the monitoring terminal monitors the radio wave signal, establishing communication connection with a corresponding video acquisition terminal, and receiving image data acquired by the video acquisition terminal;
and S30, controlling the monitoring terminal to display the image data collected by at least one video collection terminal closest to the front of the train.
2. The method for monitoring an obstacle ahead of a train according to claim 1, further comprising, before step S10:
and S00, the video acquisition terminal is initially in a dormant state and intermittently sends out radio wave signals including handshake messages.
3. The method for monitoring the obstacle in front of the train according to claim 2, wherein the step S20 specifically includes:
s21, after the monitoring terminal monitors the radio wave signals, establishing communication connection with a corresponding video acquisition terminal;
s22, controlling the video acquisition terminal which establishes the connection to switch from a dormant state to a working state, and enabling the video acquisition terminal to acquire image data of a track at the position where the video acquisition terminal is located;
and S23, when the train runs to the state that the signal intensity of the radio wave signal is larger than a preset signal threshold value, controlling the video acquisition terminal to send the image data to the monitoring terminal.
4. The method for monitoring an obstacle ahead of a train according to claim 3, further comprising, after the step S22:
and analyzing the acquired image data, and generating alarm information and sending the alarm information to the monitoring terminal when judging that the obstacle exists on the track in the image data.
5. The method for monitoring an obstacle ahead of a train according to claim 3, further comprising, after the step S22:
the method comprises the steps of obtaining environmental data generated by an environmental detection sensor, analyzing the environmental data, and generating alarm information and sending the alarm information to the monitoring terminal when the situation that a threat event occurs at the position of the video acquisition terminal is judged.
6. The method for monitoring the obstacle in front of the train according to claim 3, wherein the step S30 specifically includes:
s31, detecting the distance between the monitoring terminal and each video acquisition terminal which has established communication connection;
and S32, controlling the monitoring terminal to select the image data collected by at least one video collection terminal with the closest distance from the video collection terminals with the established communication connection for display.
7. The method of monitoring an obstacle ahead of a train according to claim 6, further comprising:
and S40, controlling the video acquisition terminal to be switched from a working mode to a sleep mode according to the fact that the distance between the monitoring terminal and one of the video acquisition terminals is larger and exceeds a preset distance.
8. A monitoring system is characterized by comprising a monitoring terminal and a plurality of video acquisition terminals, wherein the video acquisition terminals are distributed at intervals along the extension direction of a track, are in communication connection with the monitoring terminal, and are used for acquiring image data of each position of the track and sending the image data to the monitoring terminal; the monitoring terminals are arranged on the train and used for receiving the image data sent by each video acquisition terminal and displaying the image data returned by at least one video acquisition terminal closest to the front of the train according to the running direction.
9. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the monitoring method according to any one of claims 1 to 7.
CN202011229085.2A 2020-11-06 2020-11-06 Method and system for monitoring obstacles in front of train Pending CN112026851A (en)

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CN112800938A (en) * 2021-01-26 2021-05-14 上海伯镭智能科技有限公司 Method and device for detecting occurrence of side rockfall of unmanned vehicle
CN112800938B (en) * 2021-01-26 2022-03-04 上海伯镭智能科技有限公司 Method and device for detecting occurrence of side rockfall of unmanned vehicle

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