CN111988397B - Earthquake-proof disaster-reduction disaster-relief method and system based on edge calculation - Google Patents
Earthquake-proof disaster-reduction disaster-relief method and system based on edge calculation Download PDFInfo
- Publication number
- CN111988397B CN111988397B CN202010837388.6A CN202010837388A CN111988397B CN 111988397 B CN111988397 B CN 111988397B CN 202010837388 A CN202010837388 A CN 202010837388A CN 111988397 B CN111988397 B CN 111988397B
- Authority
- CN
- China
- Prior art keywords
- data
- edge side
- disaster
- edge
- terminal
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000004364 calculation method Methods 0.000 title claims abstract description 33
- 238000000034 method Methods 0.000 title claims abstract description 15
- 238000011156 evaluation Methods 0.000 claims abstract description 55
- 238000012545 processing Methods 0.000 claims description 8
- 238000007405 data analysis Methods 0.000 claims description 4
- 238000013523 data management Methods 0.000 claims description 3
- 238000013500 data storage Methods 0.000 claims description 3
- 238000002955 isolation Methods 0.000 claims description 3
- 238000007726 management method Methods 0.000 claims description 3
- 238000012544 monitoring process Methods 0.000 claims description 2
- 230000005540 biological transmission Effects 0.000 description 5
- 230000010365 information processing Effects 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 238000013135 deep learning Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 230000003111 delayed effect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000002265 prevention Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/29—Geographical information databases
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
- G06F9/45533—Hypervisors; Virtual machine monitors
- G06F9/45558—Hypervisor-specific management and integration aspects
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/0884—Network architectures or network communication protocols for network security for authentication of entities by delegation of authentication, e.g. a proxy authenticates an entity to be authenticated on behalf of this entity vis-à-vis an authentication entity
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/2866—Architectures; Arrangements
- H04L67/2876—Pairs of inter-processing entities at each side of the network, e.g. split proxies
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/56—Provisioning of proxy services
- H04L67/561—Adding application-functional data or data for application control, e.g. adding metadata
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/52—Network services specially adapted for the location of the user terminal
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A10/00—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE at coastal zones; at river basins
- Y02A10/40—Controlling or monitoring, e.g. of flood or hurricane; Forecasting, e.g. risk assessment or mapping
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Theoretical Computer Science (AREA)
- Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Databases & Information Systems (AREA)
- Computing Systems (AREA)
- Tourism & Hospitality (AREA)
- Educational Administration (AREA)
- Primary Health Care (AREA)
- Data Mining & Analysis (AREA)
- Economics (AREA)
- Remote Sensing (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Development Economics (AREA)
- Strategic Management (AREA)
- General Business, Economics & Management (AREA)
- Library & Information Science (AREA)
- Medical Informatics (AREA)
- Computer Hardware Design (AREA)
- Computer Security & Cryptography (AREA)
- Alarm Systems (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention provides a shockproof disaster reduction relief method and a shockproof disaster reduction disaster relief system based on edge calculation, wherein the shockproof disaster reduction disaster relief system comprises a plurality of terminal nodes for acquiring disaster situation data of a scene; the edge side nodes are used for scheduling subordinate terminal nodes to obtain uploaded data and making loss evaluation calculation and results according to the uploaded data; the cloud center is used for sending an intensity ring evaluation instruction to the designated edge side node and obtaining evaluation results fed back by the edge side nodes so as to carry out overall loss evaluation; the method comprises the steps that after receiving seismic information, a cloud center carries out intensity circle evaluation; then, sending an instruction to an edge side node within the coverage range of the intensity ring, and scheduling a subordinate terminal node to acquire disaster data of a scene; the edge side node performs loss evaluation calculation according to the data uploaded by the terminal node to obtain an evaluation result and uploads the evaluation result to the cloud center; and the cloud center is spliced according to the GIS map data to form an overall loss evaluation result.
Description
Technical Field
The invention relates to an edge computing technology, in particular to a quakeproof disaster reduction and relief method and a quakeproof disaster reduction and relief system based on edge computing.
Background
After an earthquake occurs, the key problem to be solved by emergency rescue after the earthquake is how to quickly acquire earthquake information of a disaster area, accurately and quickly evaluate various losses and reasonably and effectively deal with the earthquake. At present, the rapid acquiring means of earthquake disaster in China mainly comprises telephone inquiry, mobile phone App disaster collection, disaster collection based on WeChat, disaster collection based on remote sensing or aerial photography, social media data collection, mobile phone position data and active WiFi quantity collection and the like, the collected data are transmitted to a disaster information processing server of an earthquake bureau, and earthquake disaster analysis, loss evaluation and rapid report and special report formation are carried out in a unified mode.
The defects of the prior art are as follows: after an earthquake occurs, the data to be collected comprise image data and video data, the data volume is very large, a large amount of bandwidth can be occupied when the data are transmitted to a cloud center, and particularly, under the condition that the network is broken possibly caused by the earthquake, the data cannot be transmitted to a disaster information processing server of an earthquake bureau. At an important gateway of disaster reduction and relief with the necessity of seconds, data is very important resource for evaluating loss and subsequent rescue, and due to network failure, a central server may not be capable of acquiring data, and even if the data can be transmitted, the occupied bandwidth is large, the transmission is slow, and the disaster reduction and relief is very unfavorable. In addition, although the disaster information processing server may be a distributed cluster, data to be processed is multi-source heterogeneous omnidirectional data, the data size is very large, a lot of time is spent on unified calculation, and the process of disaster reduction and relief is delayed seriously.
Based on the above, the existing technical scheme has the problems that data transmission occupies a large amount of bandwidth, a large amount of data is transmitted, time delay is brought to loss evaluation calculation, and the like.
Disclosure of Invention
In order to overcome the problems in the prior art, the invention provides a shockproof disaster reduction and relief method and a shockproof disaster reduction and relief system based on edge computing, aiming at reducing the delay of a computing system, reducing the bandwidth used by data transmission, relieving the computing pressure of a cloud center and meeting the requirements of quickly evaluating earthquake situations and further carrying out shockproof disaster reduction and relief; the specific technical content is as follows:
an earthquake-proof, disaster-reducing and disaster-relieving system based on edge computing, comprising:
the system comprises a plurality of terminal nodes, a plurality of data processing nodes and a plurality of data processing nodes, wherein the terminal nodes are used for acquiring disaster data of a scene;
the edge side nodes are used for scheduling subordinate terminal nodes to obtain uploaded data and making loss evaluation calculation and results according to the uploaded data;
and the cloud center is used for sending intensity ring evaluation instructions to the appointed edge side nodes and obtaining evaluation results fed back by the edge side nodes so as to carry out overall loss evaluation.
In one or more embodiments of the present invention, the terminal node includes a camera device, a sensor device or/and an intelligent mobile terminal, which is connected to the edge side node and authenticated by the edge side node.
In one or more embodiments of the present invention, the edge side node includes
The control unit is used for controlling each device or application in the edge side node to distribute a calculation task, and segmenting a Docker container for virtualization to realize the isolation of data and the task;
a data management unit for performing metadata management, data storage, and data analysis;
a terminal scheduling unit, configured to schedule a subordinate terminal node to upload data;
the data acquisition unit is used for acquiring data uploaded by the terminal node;
and the data uploading unit is used for feeding back and uploading the evaluation result data to the cloud center.
In one or more embodiments of the present invention, the edge side node includes an edge proxy unit, which is configured to monitor and report an operation condition of each unit in the edge side node to a cloud center, and implement control on the edge side node according to an instruction of the cloud center.
In one or more embodiments of the present invention, the edge node includes a terminal authentication unit, which is configured to register and authenticate the accessed terminal node.
In one or more embodiments of the invention, the cloud center includes
The data receiving unit is used for acquiring evaluation result data uploaded by the edge side node;
the central agent unit is used for receiving the message of the edge agent unit and forwarding the message to the edge control unit, receiving the message from the edge control unit and forwarding the message to an edge side node, and realizing the decoupling of the control and the message receiving and transmitting;
the edge control unit is used for managing edge side nodes and comprises equipment addition, application deployment and edge side node scheduling according to the message received by the central agent unit;
and the terminal control unit is used for directing the terminal data to the appointed edge side node according to the resource occupation condition of the edge side node.
An earthquake-proof disaster-reduction and relief method based on edge calculation comprises the following operations:
after receiving the seismic information, the cloud center firstly carries out intensity circle evaluation;
then, sending an instruction to an edge side node in the coverage range of the intensity ring, and enabling a terminal node under the edge side node to be dispatched to obtain disaster data of a scene where the edge side node is located;
the edge side node performs loss evaluation calculation according to the data uploaded by the terminal node to obtain an evaluation result, and uploads the evaluation result to the cloud center;
and the cloud center is spliced according to the GIS map data to form an overall loss evaluation result, so that follow-up auxiliary decision and resource scheduling services are provided.
In one or more embodiments of the present invention, the terminal node sends disaster data for a period of time to the edge node, where the disaster data includes text, image, or/and video data.
In one or more embodiments of the present invention, the loss evaluation algorithm model adopted by the edge side node is trained and modeled by the cloud center, and is updated and transmitted to the edge side node in real time.
In one or more embodiments of the present invention, the cloud center monitors resource occupation of each edge side node in real time, and then directs the terminal data to the designated edge side node.
The invention has the beneficial effects that: the cloud-edge-end integrated architecture is adopted, the data transmission distance is greatly reduced, a calculation task runs on edge side calculation resources close to a data source, local loss evaluation is firstly carried out on image, video and character data collected at a terminal at the edge side, an evaluation result is uploaded to a disaster information processing server of an earthquake bureau for overall loss evaluation, the edge side is very close to the terminal, a private network basically exists from the terminal to the edge side server, the time for transmitting the data is very short, the data transmitted from the edge side to the disaster information processing server is only the evaluation result, the occupied space is very small, and the data is easy to transmit. The problem that a large amount of data are transmitted to occupy high bandwidth is solved, the problem of long operation time is solved, and the method has a very timely auxiliary effect on subsequent shockproof disaster reduction and relief work.
Drawings
FIG. 1 is a schematic diagram of a system architecture according to the present invention.
FIG. 2 is a flow chart of the method of the present invention.
Detailed Description
The scheme of the application is further described as follows:
referring to fig. 1, an earthquake-proof disaster-reduction and relief system based on edge calculation includes:
the system comprises a plurality of terminal nodes, a data acquisition module and a data processing module, wherein the terminal nodes are used for acquiring disaster data of a scene;
the edge side nodes are used for scheduling subordinate terminal nodes to obtain uploaded data and making loss evaluation calculation and results according to the uploaded data;
and the cloud center is used for sending intensity ring evaluation instructions to the appointed edge side nodes and obtaining evaluation results fed back by the edge side nodes so as to carry out overall loss evaluation.
The terminal node comprises a camera device, a sensing device or/and an intelligent mobile terminal which are connected with the edge side node and are authenticated by the edge side node.
The edge side node comprises
The control unit is used for controlling each device or application in the edge side node to distribute a calculation task, and segmenting a Docker container for virtualization to realize the isolation of data and the task;
a data management unit for performing metadata management, data storage, and data analysis; the data analysis module is responsible for processing and calculating data, an edge calculation data processing application program runs in a Docker container, and based on a container technology, the application has expandability, and a user can dynamically add or delete edge calculation applications;
a terminal scheduling unit, configured to schedule a subordinate terminal node to upload data;
the data acquisition unit is used for acquiring data uploaded by terminal nodes, and specifically acquiring data from the terminal nodes such as a camera, a sensor and a mobile phone through an MQTT, an Advanced Message Queuing Protocol (AMQP) and an HTTPS protocol;
the data uploading unit is used for feeding back and uploading the evaluation result data to the cloud center;
the edge proxy unit is used for monitoring the operation condition of each unit in the edge side nodes, reporting the operation condition to the cloud center and controlling the edge side nodes according to the instruction of the cloud center;
a terminal authentication unit for registering and authenticating an accessed terminal node; when the terminal node transmits data to the edge side node, authentication is required to be carried out on the edge side node so as to ensure the safety and reliability of the data.
The cloud center comprises
The data receiving unit is used for acquiring evaluation result data uploaded by the edge side node;
the central agent unit is used for receiving the message of the edge agent unit and forwarding the message to the edge control unit, receiving the message from the edge control unit and forwarding the message to an edge side node, and realizing the decoupling of the control and the message receiving and transmitting;
the edge control unit is an extended kubernets controller and is used for managing edge side nodes, wherein the edge side nodes are added with equipment, deployed with applications and scheduled according to messages received by the central agent unit;
and the terminal control unit is used for directing the terminal data to the appointed edge side node according to the resource occupation condition of the edge side node.
Referring to fig. 2, a method for earthquake prevention, disaster reduction and disaster relief based on edge calculation includes the following steps:
after receiving the seismic information, the cloud center firstly carries out intensity circle evaluation;
then, sending an instruction to an edge side node within the coverage range of the intensity ring, and scheduling the subordinate terminal nodes, such as a camera, a mobile phone, a sensor and the like, to acquire disaster data of the scene;
the edge side node performs loss evaluation calculation according to the data uploaded by the terminal node to obtain an evaluation result, and uploads the evaluation result to the cloud center; the data uploaded by the terminal nodes comprise disaster data sent within a period of time, wherein the disaster data comprise texts, images or/and video data; the edge side nodes are analyzed and processed according to the data, house collapse condition evaluation and road loss condition evaluation are carried out through a deep learning algorithm, further population casualty condition evaluation is carried out, a loss evaluation algorithm model is trained and modeled by a cloud center and is updated and transmitted to the edge side nodes in real time;
the cloud center is spliced according to GIS map data to form an overall loss evaluation result, and the overall loss evaluation result serves subsequent auxiliary decision and resource scheduling; the cloud center also monitors the resource occupation condition of each edge side node in real time, and then directs the terminal data to the appointed edge side node.
The scheme is based on a cloud-edge-end integrated processing frame and a flow, and provides that an edge computing technology is adopted to evaluate the earthquake loss at the edge side close to data, so that the bandwidth occupied by mass data transmission is greatly reduced, and the computing and transmitting time is shortened; moreover, the edge side nodes are virtualized and isolated, so that a plurality of tasks can be operated on the edge side simultaneously without mutual interference; and the scheduling scheme that the cloud center schedules the edge side nodes, the edge side node scheduling nodes and the terminal nodes schedule the edge side nodes is also realized, the smooth and effective operation of disaster situation detection is ensured, and the problem of disaster relief delay caused by local area network collapse or congestion is solved.
The above preferred embodiments should be considered as examples of the embodiments of the present application, and technical deductions, substitutions, improvements and the like similar to, similar to or based on the embodiments of the present application should be considered as the protection scope of the present patent.
Claims (10)
1. An earthquake-proof disaster-reduction and relief system based on edge calculation is characterized by comprising:
the system comprises a plurality of terminal nodes, a plurality of data processing nodes and a plurality of data processing nodes, wherein the terminal nodes are used for acquiring disaster data of a scene;
the edge side nodes are used for scheduling subordinate terminal nodes to obtain uploaded data and making loss evaluation calculation and results according to the uploaded data;
and the cloud center is used for sending intensity ring evaluation instructions to the appointed edge side nodes and obtaining evaluation results fed back by the edge side nodes so as to carry out overall loss evaluation.
2. The earthquake protection and disaster reduction system based on edge calculation as claimed in claim 1, wherein: the terminal node comprises a camera device, a sensing device or/and an intelligent mobile terminal which are connected with the edge side node and are authenticated by the edge side node.
3. The earthquake protection and disaster reduction system based on edge calculation as claimed in claim 1, wherein: the edge side node comprises
The control unit is used for controlling each device or application in the edge side node to distribute a calculation task, and segmenting a Docker container for virtualization to realize the isolation of data and the task;
a data management unit for performing metadata management, data storage, and data analysis;
a terminal scheduling unit, configured to schedule a subordinate terminal node to upload data;
the data acquisition unit is used for acquiring data uploaded by the terminal node;
and the data uploading unit is used for feeding back and uploading the evaluation result data to the cloud center.
4. The earthquake-proof disaster-reduction and relief system based on edge calculation as claimed in claim 3, wherein: the edge side node comprises an edge agent unit which is used for monitoring the operation condition of each unit in the edge side node, reporting the operation condition to the cloud center and controlling the edge side node according to the instruction of the cloud center.
5. The earthquake-proof disaster-reduction and relief system based on edge calculation as claimed in claim 3, wherein: the edge side node includes a terminal authentication unit for registering and authenticating an accessed terminal node.
6. The earthquake and disaster reduction and relief system based on edge calculation according to claim 3, 4 or 5, wherein: the cloud center comprises
The data receiving unit is used for acquiring evaluation result data uploaded by the edge side node;
the central agent unit is used for receiving the message of the edge agent unit and forwarding the message to the edge control unit, receiving the message from the edge control unit and forwarding the message to an edge side node, and realizing the decoupling of the control and the message receiving and transmitting;
the edge control unit is used for managing edge side nodes and comprises equipment addition, application deployment and edge side node scheduling according to the message received by the central agent unit;
and the terminal control unit is used for directing the terminal data to the appointed edge side node according to the resource occupation condition of the edge side node.
7. An earthquake-proof disaster-reduction disaster-relief method based on edge calculation is characterized by comprising the following operations:
after receiving the seismic information, the cloud center firstly carries out intensity circle evaluation;
then, sending an instruction to an edge side node within the coverage range of the intensity ring, and scheduling a subordinate terminal node to acquire disaster data of a scene;
the edge side node performs loss evaluation calculation according to the data uploaded by the terminal node to obtain an evaluation result, and uploads the evaluation result to the cloud center;
and the cloud center is spliced according to the GIS map data to form an overall loss evaluation result, so as to serve for follow-up aid decision and resource scheduling.
8. The earthquake-proof disaster-reduction and relief method based on edge calculation as claimed in claim 7, wherein: and the terminal node sends disaster data in a period of time to the edge side node, wherein the disaster data comprises text, image or/and video data.
9. The earthquake-proof disaster-reduction and disaster-relief method based on edge calculation as claimed in claim 7, wherein: and the loss evaluation algorithm model adopted by the edge side nodes is trained and modeled by the cloud center and is updated and transmitted to the edge side nodes in real time.
10. The earthquake-proof disaster-reduction and relief method based on edge calculation as claimed in claim 7, wherein: and the cloud center monitors the resource occupation condition of each edge side node in real time, and then orients the terminal data to the appointed edge side node.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010837388.6A CN111988397B (en) | 2020-08-19 | 2020-08-19 | Earthquake-proof disaster-reduction disaster-relief method and system based on edge calculation |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010837388.6A CN111988397B (en) | 2020-08-19 | 2020-08-19 | Earthquake-proof disaster-reduction disaster-relief method and system based on edge calculation |
Publications (2)
Publication Number | Publication Date |
---|---|
CN111988397A CN111988397A (en) | 2020-11-24 |
CN111988397B true CN111988397B (en) | 2023-03-31 |
Family
ID=73435021
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202010837388.6A Active CN111988397B (en) | 2020-08-19 | 2020-08-19 | Earthquake-proof disaster-reduction disaster-relief method and system based on edge calculation |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN111988397B (en) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112702395A (en) * | 2020-12-11 | 2021-04-23 | 南京大衍数字科技有限公司 | Intelligent community safety monitoring system based on edge calculation |
CN114021367B (en) * | 2021-11-12 | 2022-07-05 | 应急管理部国家减灾中心 | Method and device for determining seismic intensity circle, electronic equipment and storage medium |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104239885A (en) * | 2014-09-05 | 2014-12-24 | 北京航天控制仪器研究所 | Earthquake disaster damage degree evaluation method based on unmanned aerial vehicle aerial photos |
CN110401262A (en) * | 2019-06-17 | 2019-11-01 | 北京许继电气有限公司 | GIS device state intelligent monitoring system and method based on edge calculations technology |
CN111298354A (en) * | 2020-04-17 | 2020-06-19 | 应急管理部天津消防研究所 | Comprehensive monitoring and analyzing platform for gas fire extinguishing system |
KR20200093275A (en) * | 2019-01-28 | 2020-08-05 | 서울시립대학교 산학협력단 | System, apparatus and method for detecting disaster of target area using edge computing |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20170048308A1 (en) * | 2015-08-13 | 2017-02-16 | Saad Bin Qaisar | System and Apparatus for Network Conscious Edge to Cloud Sensing, Analytics, Actuation and Virtualization |
-
2020
- 2020-08-19 CN CN202010837388.6A patent/CN111988397B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104239885A (en) * | 2014-09-05 | 2014-12-24 | 北京航天控制仪器研究所 | Earthquake disaster damage degree evaluation method based on unmanned aerial vehicle aerial photos |
KR20200093275A (en) * | 2019-01-28 | 2020-08-05 | 서울시립대학교 산학협력단 | System, apparatus and method for detecting disaster of target area using edge computing |
CN110401262A (en) * | 2019-06-17 | 2019-11-01 | 北京许继电气有限公司 | GIS device state intelligent monitoring system and method based on edge calculations technology |
CN111298354A (en) * | 2020-04-17 | 2020-06-19 | 应急管理部天津消防研究所 | Comprehensive monitoring and analyzing platform for gas fire extinguishing system |
Non-Patent Citations (2)
Title |
---|
"Effective disaster recovery for edge computing against large-scale natural disasters";Takuma Tsubaki del;《2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC)》;20200326;全文 * |
万物可视――通过边缘智能实现的可视物联网;纪雯;《信息通信技术》;20200415(第02期);全文 * |
Also Published As
Publication number | Publication date |
---|---|
CN111988397A (en) | 2020-11-24 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US10530603B2 (en) | Intelligent multi-modal IOT gateway | |
CN109495533B (en) | Intelligent Internet of things management system and method | |
JP6607626B2 (en) | Internet of Things System Applied to Intelligent Gas Meter and Information Transmission Method | |
EP2688296B1 (en) | Video monitoring system and method | |
CN109460952B (en) | Heterogeneous network convergence communication device and communication method for emergency logistics | |
US11431806B2 (en) | Internet of things information system of multiple objects | |
KR101884309B1 (en) | System and method for providing construction site management service using beacon | |
CN111988397B (en) | Earthquake-proof disaster-reduction disaster-relief method and system based on edge calculation | |
CN105678436B (en) | A kind of Internet of Things collaborative management method and system based on cloud service platform | |
US20230066525A1 (en) | Facilitating a response to an emergency using an emergency response device | |
CN110995859A (en) | Intelligent transformer substation supporting platform system based on ubiquitous Internet of things | |
CN112437259A (en) | Smart city video monitoring system and method based on 5G edge calculation | |
US11418618B2 (en) | Eco: edge-cloud optimization of 5G applications | |
CN111818156A (en) | Edge computing device and sharing method | |
CN101631334A (en) | Remote monitoring method and remote monitoring system based on WiMAX wireless network | |
JP2018092565A (en) | Cloud relay device, cloud connection processing method, and program | |
Maiti et al. | Sensors data collection architecture in the Internet of Mobile Things as a service (IoMTaaS) platform | |
CN107181929A (en) | Method and apparatus for video monitoring | |
CN108076323A (en) | A kind of visual monitor method | |
US20230162307A1 (en) | Public safety integrated platform | |
CN112866332A (en) | System, method and device for realizing emergency recognition and early warning based on cloud edge fusion, processor and storage medium thereof | |
CN104980694A (en) | State grid geographic information system (GIS) based emergency real-time monitor system and method | |
KR20140103557A (en) | System for SDP based convergence service collaborating distributed device resource object | |
CN110704460B (en) | Space-time big data collection system and method | |
CN111181996B (en) | Code detection image implementation method and system based on distributed multi-connection architecture |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |