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 PDF

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Publication number
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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internet
module
things
things terminal
protocol stack
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李道流
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SHANGHAI ZUOANXINHUI ELECTRONIC TECHNOLOGY Co Ltd
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SHANGHAI ZUOANXINHUI ELECTRONIC TECHNOLOGY Co Ltd
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Priority to CN201910080606.3A priority Critical patent/CN109981724A/en
Publication of CN109981724A publication Critical patent/CN109981724A/en
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/02Standardisation; Integration
    • H04L41/0213Standardised network management protocols, e.g. simple network management protocol [SNMP]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/02Standardisation; Integration
    • H04L41/0246Exchanging or transporting network management information using the Internet; Embedding network management web servers in network elements; Web-services-based protocols
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/06Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network
    • H04L67/104Peer-to-peer [P2P] networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • H04L67/125Protocols 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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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Computer And Data Communications (AREA)

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

A kind of internet-of-things terminal based on block chain, artificial intelligence system and processing method
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.
CN201910080606.3A 2019-01-28 2019-01-28 A kind of internet-of-things terminal based on block chain, artificial intelligence system and processing method Pending CN109981724A (en)

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CN110572460B (en) * 2019-09-11 2021-05-14 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
CN110942047B (en) * 2019-12-09 2023-07-07 Oppo广东移动通信有限公司 Application optimization method and related product
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CN113487006B (en) * 2021-07-09 2022-08-09 上海新氦类脑智能科技有限公司 Portable artificial intelligence auxiliary computing equipment
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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