CN109981724A - A kind of internet-of-things terminal based on block chain, artificial intelligence system and processing method - Google Patents
A kind of internet-of-things terminal based on block chain, artificial intelligence system and processing method Download PDFInfo
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- CN109981724A CN109981724A CN201910080606.3A CN201910080606A CN109981724A CN 109981724 A CN109981724 A CN 109981724A CN 201910080606 A CN201910080606 A CN 201910080606A CN 109981724 A CN109981724 A CN 109981724A
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- 238000013473 artificial intelligence Methods 0.000 title claims abstract description 18
- 238000003672 processing method Methods 0.000 title claims abstract description 8
- 238000004891 communication Methods 0.000 claims description 12
- 101100509468 Arabidopsis thaliana JASON gene Proteins 0.000 claims description 8
- 238000012545 processing Methods 0.000 claims description 8
- 238000012546 transfer Methods 0.000 claims description 7
- QVFWZNCVPCJQOP-UHFFFAOYSA-N chloralodol Chemical compound CC(O)(C)CC(C)OC(O)C(Cl)(Cl)Cl QVFWZNCVPCJQOP-UHFFFAOYSA-N 0.000 claims description 4
- 230000005540 biological transmission Effects 0.000 claims description 3
- 238000006243 chemical reaction Methods 0.000 claims description 3
- 238000000034 method Methods 0.000 claims description 3
- 230000002093 peripheral effect Effects 0.000 claims description 3
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- 238000005516 engineering process Methods 0.000 abstract description 8
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/02—Standardisation; Integration
- H04L41/0213—Standardised network management protocols, e.g. simple network management protocol [SNMP]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/02—Standardisation; Integration
- H04L41/0246—Exchanging or transporting network management information using the Internet; Embedding network management web servers in network elements; Web-services-based protocols
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- 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
- H04L67/06—Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]
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- 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
- H04L67/104—Peer-to-peer [P2P] networks
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- 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
- H04L67/125—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks involving control of end-device applications over a network
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Abstract
The present invention provides a kind of internet-of-things terminal based on block chain, artificial intelligence system and processing method.Internet-of-things terminal of the invention includes the hardware module set gradually, device management module, internet of things module, Internet of Things protocol stack module, real time kernel module, infrastructure service module, depth frame library module and application module, internet-of-things terminal of the invention is implanted to hardware technology system and wireless protocols inside core board, either existing internet-of-things terminal or third-party terminal can be realized with the core algorithm of block chain technology.Overlapping development work is exempted from the Intelligent terminal for Internet of things realization of the embodiment of the present invention, the core algorithm of application block chain is networked mutually between disparate modules different application, reduces development amount to technology, realizes security traceability to industrial application.
Description
Technical field
The invention belongs to internet of things field more particularly to a kind of based on the intelligent things network termination of block chain and processing
Method.
Background technique
The technical point that product development based on embeded processor is related to includes: that operating system, file system, UBOOT draw
Lead sequence, MQTT server retransmission protocol, WEBCGI management software, hardware interface, power supply and communication etc..One product is set
So more technical points are counted, developer is it should be understood that bottom hardware and upper layer exploitation.
The big problem of current generally existing developer's development difficulty, the main reason is that:
1, various processors and hardware interface are relatively more;
2, matched file system, starting code and application program etc. is needed to put down to realize in different for different operating system
It is run on platform;
3, various physical layer protocol and Internet of Things consensus standard disunity;
4, the data safety reliability on hardware and software is difficult to ensure;
5, different scenes are different, and a set of deep learning mechanism is needed to be applicable in the demand of obstructed scene or client's occasion.
Summary of the invention
The present invention provides a kind of internet-of-things terminal based on block chain, to solve the product development based on embeded processor
The big problem of difficulty, realization exempt to network mutually between overlapping development work, disparate modules different application, reduce development
Amount realizes security traceability to industrial application.
In order to solve the above technical problems, the present invention provides a kind of internet-of-things terminals based on block chain, including successively set
Hardware module, device management module, the internet of things module, Internet of Things protocol stack module, real time kernel module, infrastructure service set
Module, depth frame library module and application module, the hardware module include a common hardware learning platform, can be supported
Multiple hardwares processor, the device management module can support multiple hardwares interface, and the internet of things module can be supported
The interconnection of multiple network agreement accesses, and the Internet of Things protocol stack module provides for the internet-of-things terminal adapts to multiple network association
The protocol stack of view, the real time kernel module provide several operation systems infrastructure service, the basis for the internet-of-things terminal
Service module provides a variety of management services for the internet-of-things terminal, and the depth frame library module is the internet-of-things terminal
It provides core algorithm library to support, the application module is for accessing a variety of internet of things application demands.
According to an embodiment of the present invention, the hardware processor that the hardware module is supported includes arm processor, artificial
Intelligent processor and Cortex processor.
Another embodiment according to the present invention, the hardware interface that the device management module is supported include universal input/
Output interface (GPIO), impulse modulation interface (PWM), analog/digital conversion interface (ADC), IC bus interface (IIC), string
Row Peripheral Interface (SPI), controller local area network's interface (CAN), router serial interface (SERIAL), universal serial bus connect
Mouth (USB), high speed serialization computer expansion bus interface (PCIE), man-machine interface (HMI), multiple sensors interface and media
Equipment interface.
Another embodiment according to the present invention, the internet of things agreement that the internet of things module is supported includes MODBUS
Serial communication protocol, TCP/IP network communication protocol, CAN LAN protocol, WIFI protocol of wireless local area network, NBIOT protenchyma
Networking protocol, the open communication agreement of HART highway addressable remote transducer, LORA Bluetooth communication protocol, Rf radio frequency
Agreement and linux kernel network protocol.
Another embodiment according to the present invention, the Internet of Things protocol stack module include transmission control protocol stack (TCP),
User Datagram Protocol stack (UDP), File Transfer Protocol stack (tftp), Simple Mail Transfer protocol stack (smtp), hypertext pass
Defeated protocol stack (http), message queue telemetering transport protocol stack (mqtt), Internet of Things application protocol stack (coap), lightweight Internet of Things
Net device protocol stack (lwm2m), agriculture Internet of Things protocol stack (wireless Hart), Reverse Proxy protocol stack and
Resident program protocol stack.
Another embodiment according to the present invention, the infrastructure service that the real time kernel module provides includes: time synchronization
Service, mesh time piece dispatch service, threading service, the service of data hull and memory management service.
Another embodiment according to the present invention, the management service that the infrastructure service module provides includes: file system
Service, I/O system service, SHELL service, block chain cryptographic services, power management services, test frame service, state machine frame
Frame service and incident management framework services.
Another embodiment according to the present invention, the core algorithm library that the depth frame library module provides includes API
Application algorithm library, data flow programmed algorithm library, Python support algorithms library, resident program algorithms library and AI self study
Programmed algorithm library.
On the other hand, the present invention also provides a kind of artificial intelligence systems based on internet-of-things terminal, comprising: acquisition sensing
The data of device, above-mentioned internet-of-things terminal, intelligent gateway and cloud platform, the acquisition sensor acquisition include the positional number of user
According to the one or more of, image data and vibration frequency data, the user data of the acquisition sensor acquisition passes through the object
The device management module of networked terminals accesses, and is transferred to after the block chain encryption of the infrastructure service module described
The hardware processor of hardware module is handled, and treated the user data is sent to the cloud platform through intelligent gateway.
In another aspect, the present invention also provides a kind of processing method of artificial intelligence system based on internet-of-things terminal, packet
It includes:
It acquires sensor and acquires user data, the user data includes position data, image data and vibration frequency data
It is one or more;
The user data is sent to internet-of-things terminal;
The internet-of-things terminal processing user data generates JASON reference format APMB package or binary file;
The JASON reference format APMB package or binary file are sent to cloud platform by intelligent gateway.
Beneficial effects of the present invention:
Internet-of-things terminal provided by the invention based on block chain is implanted to hardware technology system and wireless protocols in core board
Face, either existing internet-of-things terminal or third-party terminal can be realized with the core algorithm of block chain technology.This hair
Bright Intelligent terminal for Internet of things realize exempt from overlapping development work, application block chain core algorithm disparate modules different application it
Between network mutually, development amount is reduced to technology, to industrial application realize security traceability.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, needed in being described below to the embodiment of the present invention
Attached drawing to be used is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention,
For those of ordinary skill in the art, without any creative labor, it can also obtain according to these attached drawings
Obtain other attached drawings.
Fig. 1 is a kind of structural schematic diagram of one embodiment of internet-of-things terminal 100 based on block chain of the invention;
Fig. 2 is a kind of structural schematic diagram of one embodiment of artificial intelligence system based on internet-of-things terminal of the invention;
Fig. 3 is a kind of stream of one embodiment of the processing method of artificial intelligence system based on internet-of-things terminal of the invention
Journey schematic diagram.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall within the protection scope of the present invention.
Shown in Figure 1, the embodiment of the invention provides a kind of internet-of-things terminals 100 based on block chain, including successively
The hardware module 10 of setting, device management module 20, internet of things module 30, Internet of Things protocol stack module 40, real-time kernel mould
Block 50, infrastructure service module 60, depth frame library module 70 and application module 80, the hardware module 10 include one general
Hardware learning platform can support multiple hardwares processor, the device management module 20 that can support multiple hardwares interface, institute
Stating internet of things module 30 can support the interconnection of multiple network agreement to access, and the Internet of Things protocol stack module 40 is the object
Networked terminals provide the protocol stack for adapting to multiple network agreement, and the real time kernel module 50 provides more for the internet-of-things terminal
Kind operating system infrastructure service, the infrastructure service module 60 provide a variety of management services, the depth for the internet-of-things terminal
Degree learns frame library module 70 and provides the support of core algorithm library for the internet-of-things terminal, and the application module 80 is a variety of for accessing
Internet of things application demand.
Optionally, the hardware processor that the embodiment of the present invention hardware module 10 is supported includes arm processor, artificial intelligence
Processor and Cortex processor.The hardware module of the embodiment of the present invention includes a hardware AI self study platform, is supported a variety of
CPU, DPU and the hardware processor of respective manufacturer.
Optionally, the hardware interface that the embodiment of the present invention device management module 20 is supported includes that universal input/output connects
Mouth (GPIO), impulse modulation interface (PWM), analog/digital conversion interface (ADC), IC bus interface (IIC), serial peripheral
Interface (SPI), controller local area network's interface (CAN), router serial interface (SERIAL), Universal Serial Bus Interface
(USB), high speed serialization computer expansion bus interface (PCIE), man-machine interface (HMI), multiple sensors interface and media are set
Standby interface.
Optionally, the internet of things agreement that the embodiment of the present invention internet of things module 30 is supported includes that MODBUS serially leads to
Believe agreement, TCP/IP network communication protocol, CAN LAN protocol, WIFI protocol of wireless local area network, the narrowband NBIOT Internet of Things association
View, the open communication agreement of HART highway addressable remote transducer, LORA Bluetooth communication protocol, Rf radio frequency protocol with
And linux kernel network protocol, WirelessHart agreement.
Optionally, the embodiment of the present invention Internet of Things protocol stack module 40 includes transmission control protocol stack (TCP), number of users
According to datagram protocol stack (UDP), File Transfer Protocol stack (tftp), Simple Mail Transfer protocol stack (smtp), hypertext transfer protocol
Stack (http), message queue telemetering transport protocol stack (mqtt), Internet of Things application protocol stack (coap), lightweight internet of things equipment
Protocol stack (lwm2m), agriculture Internet of Things protocol stack (wireless Hart), Reverse Proxy protocol stack and resident journey
Sequence protocol stack.
Optionally, the infrastructure service that the embodiment of the present invention real time kernel module 50 provides includes: time synchronization service, net
The service of shape net timeslice, threading service, the service of data hull and memory management service.
Optionally, the management service that the embodiment of the present invention infrastructure service module 60 provides includes: file system service, I/
O system service, SHELL service, block chain cryptographic services, power management services, test frame service, state machine framework service with
And incident management framework services.
Optionally, the core algorithm library that the embodiment of the present invention depth frame library module 70 provides includes API application journey
Sequence algorithm library, data flow programmed algorithm library, Python support algorithms library, resident program algorithms library and AI self study program to calculate
Faku County.
Optionally, the embodiment of the present invention application module can support quantum coin payment platform, the wireless skill of agriculture Internet of Things
A variety of application demands such as art application, industry internet, peasant's custom hardware tool and AI chip development.
And interface protocol complicated for agriculturally hardware device much cannot standardized deficiency, plant maintenance and equipment are mutual
Connection, intercommunication, interchange issues, the embodiment of the present invention provides a kind of block chain internet-of-things terminal based on hardware ecological chain, hardware
Technical system and wireless protocols are implanted to inside core board, and either existing internet-of-things terminal or third-party terminal all may be used
To be realized with the core algorithm of block chain technology.The embodiment of the present invention Intelligent terminal for Internet of things realization exempt from overlapping development work,
The core algorithm of application block chain is networked mutually between disparate modules different application, reduces development amount to technology, right
Security traceability is realized in industrial application.
On the other hand, as shown in Fig. 2, the embodiment of the invention also provides a kind of artificial intelligence system based on internet-of-things terminal
System, comprising: acquisition sensor 200, above-mentioned internet-of-things terminal 100, intelligent gateway 300 and cloud platform 400, the acquisition sensing
The data that device 200 acquires include one or more, the acquisition of the position data, image data and vibration frequency data of user
The user data that sensor 200 acquires is accessed by the device management module 20 of the internet-of-things terminal 100, through the base
The hardware processor that the hardware module 10 is transferred to after the block chain encryption of plinth service module 60 is handled, after processing
The user data be sent to the cloud platform 400 through intelligent gateway 300.
Bottom intelligence is accomplished in the artificial intelligence system realization of the embodiment of the present invention in the embedded board of internet-of-things terminal
The upgrading of algorithm and deep learning algorithm is perceived for different application scenarios according to the acquisition sensor of artificial intelligence system
Real time data acquisition, acquisition sensor can for GPS positioning sensor, frequency vibrating sensor, can be external or built-in
Image processor identify the video at scene, carry out image analysis in internet-of-things terminal and processing result added by block chain
Close processing is sent to server of cloud platform end by intelligent gateways such as GPRS, 4G or NBIOT.
In another aspect, as shown in figure 3, the embodiment of the invention also provides a kind of artificial intelligence system based on internet-of-things terminal
The processing method of system, comprising:
Step 500: acquisition sensor acquires user data, and the user data includes position data, image data and vibration frequency
Rate data it is one or more;
Herein, acquisition sensor can be multiple sensor, can be GPS positioning sensor, frequency vibrating sensor or image
Sensor.
Step 600: sending the user data to internet-of-things terminal;
Step 700: the internet-of-things terminal processing user data generates JASON reference format APMB package;
Internet-of-things terminal handles the process that the user data generates JASON reference format APMB package are as follows: Uboot System guides into
Enter corresponding operation system, wherein operating system can be (SuSE) Linux OS, Android operation system or Ubuntu operation
System, user data carry out processing and generate the unique two dimensional code of hardware by the block chain run in operating system algorithm of tracing to the source, it
Reach data file after file system formation processing afterwards, then through User space program processing data file and by MQTT agreement or
It COAP agreement and is packaged, finally by calling corresponding function interface API to generate JASON reference format packet.
Step 800: the JASON reference format APMB package is sent to cloud platform by intelligent gateway.
The artificial intelligence system of the embodiment of the present invention use internet-of-things terminal, support open source software, LINUX KERNEL,
The system softwares such as Android and Tool chain and application software are rebuild, any group between MQTT agreement and COPA agreement
It closes, holding equipment interconnects online, supports multi-protocols node to dig mine, is general artificial intelligence terminal chip development platform.This hair
The artificial intelligence system of bright embodiment realizes NBIOT and GPRS, 4G network adaptation;It is reliable to solve data safety
Transporting;Data acquisition interface can support different sensors to access, and unified RS485 MODUBUS agreement accesses standard;It supports
Various sizes of RGB, LVDS screen output;It is designed using Embedded Minimum System, standard bus interface, unified bottom plate can change into
The board of different core CPUs facilitates different application scene;Expansion interface is extracted, radio node module can be extended out.Example
Such as: LORA, RF-430 and RF-2.4GHZ, wireless Hart.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited to above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form belongs within protection of the invention.
Claims (10)
1. a kind of internet-of-things terminal based on block chain, which is characterized in that including the hardware mould set gradually
Block, device management module, internet of things module, Internet of Things protocol stack module, real time kernel module, infrastructure service module,
Depth frame library module and application module, the hardware module include a common hardware learning platform, can be supported a variety of
Hardware processor, the device management module can support multiple hardwares interface, and the internet of things module can be supported a variety of
The interconnection of network protocol accesses, and the Internet of Things protocol stack module provides for the internet-of-things terminal and adapts to multiple network agreement
Protocol stack, the real time kernel module provide several operation systems infrastructure service, the infrastructure service for the internet-of-things terminal
Module provides a variety of management services for the internet-of-things terminal, and the depth frame library module provides for the internet-of-things terminal
Support that the application module is for accessing a variety of internet of things application demands in core algorithm library.
2. the internet-of-things terminal according to claim 1 based on block chain, which is characterized in that described
The hardware processor that hardware module is supported includes arm processor, artificial intelligence process device and Cortex processor.
3. the internet-of-things terminal according to claim 2 based on block chain, which is characterized in that the device management module branch
The hardware interface held include universal input/output interface (GPIO), impulse modulation interface (PWM), analog/digital conversion interface (ADC),
IC bus interface (IIC), Serial Peripheral Interface (SPI) (SPI), controller local area network's interface (CAN), router serial interface
Mouth (SERIAL), Universal Serial Bus Interface (USB), high speed serialization computer expansion bus interface (PCIE), man-machine interface
(HMI), multiple sensors interface and media device interface.
4. the internet-of-things terminal according to claim 3 based on block chain, which is characterized in that the internet of things module branch
The internet of things agreement held includes MODBUS serial communication protocol, TCP/IP network communication protocol, CAN LAN protocol, WIFI
Protocol of wireless local area network, NBIOT protenchyma networking protocol, HART highway addressable remote transducer open communication association
View, LORA Bluetooth communication protocol, Rf radio frequency protocol and linux kernel network protocol.
5. the internet-of-things terminal according to claim 4 based on block chain, which is characterized in that the Internet of Things protocol stack mould
Block includes transmission control protocol stack (TCP), User Datagram Protocol stack (UDP), File Transfer Protocol stack (tftp), simple mail
Transport protocol stack (smtp), hypertext transfer protocol stack (http), message queue telemetering transport protocol stack (mqtt), Internet of Things are answered
With protocol stack (coap), lightweight internet of things equipment protocol stack (lwm2m), agriculture Internet of Things protocol stack (wirelessHart),
Reverse Proxy protocol stack and resident program protocol stack.
6. the internet-of-things terminal according to claim 5 based on block chain, which is characterized in that the real time kernel module mentions
The infrastructure service of confession include: time synchronization service, mesh time piece dispatch service, threading service, the service of data hull and
Memory management service.
7. the internet-of-things terminal according to claim 6 based on block chain, which is characterized in that the infrastructure service module mentions
The management service of confession includes: file system service, I/O system service, SHELL service, block chain cryptographic services, power management clothes
Business, test frame service, state machine framework service and incident management framework services.
8. the internet-of-things terminal according to claim 7 based on block chain, which is characterized in that depth frame library mould
The core algorithm library that block provides includes API application algorithm library, data flow programmed algorithm library, Python support algorithms library, stays
Stay programmed algorithm library and AI self study programmed algorithm library.
9. a kind of artificial intelligence system based on internet-of-things terminal characterized by comprising acquisition sensor, such as claim
The data of 1-8 any internet-of-things terminal, intelligent gateway and the cloud platform, the acquisition sensor acquisition include the position of user
The one or more of data, image data and vibration frequency data are set, the user data of the acquisition sensor acquisition passes through institute
The device management module access for stating internet-of-things terminal, is transferred to after the block chain encryption of the infrastructure service module
The hardware processor of the hardware module is handled, and it is flat that treated the user data through intelligent gateway is sent to the cloud
Platform.
10. a kind of processing method of the artificial intelligence system based on internet-of-things terminal characterized by comprising
It acquires sensor and acquires user data, the user data includes position data, image data and vibration frequency data
It is one or more;
The user data is sent to internet-of-things terminal;
The internet-of-things terminal processing user data generates JASON reference format APMB package or binary file;
The JASON reference format APMB package or binary file are sent to cloud platform by intelligent gateway.
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Cited By (8)
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CN110572460A (en) * | 2019-09-11 | 2019-12-13 | 腾讯科技(深圳)有限公司 | data transmission method and device based on block chain system and computer equipment |
CN110942047A (en) * | 2019-12-09 | 2020-03-31 | Oppo广东移动通信有限公司 | Application optimization method and related product |
CN111770050A (en) * | 2020-05-16 | 2020-10-13 | 贵阳信息技术研究院(中科院软件所贵阳分部) | Sensor access and data transmission device based on block chain technology |
CN113126550A (en) * | 2021-04-27 | 2021-07-16 | 云南电网有限责任公司电力科学研究院 | Reconfigurable sensor access system and method |
CN113365287A (en) * | 2020-03-06 | 2021-09-07 | 华为技术有限公司 | Communication method and device |
CN113487006A (en) * | 2021-07-09 | 2021-10-08 | 上海新氦类脑智能科技有限公司 | Portable artificial intelligence auxiliary computing equipment |
CN113518360A (en) * | 2021-05-14 | 2021-10-19 | 浙江微科机电有限公司 | Internet of things intelligent networking monitoring system and networking method based on 6LowPAN protocol |
CN114844873A (en) * | 2022-04-11 | 2022-08-02 | 神马人工智能科技(深圳)有限公司 | Real-time processing system for audio-visual stream of Internet of things equipment based on artificial intelligence |
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