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Model And Protocols Research Of Intelligent System Based On MANET

Posted on:2023-02-05Degree:MasterType:Thesis
Country:ChinaCandidate:Z H DingFull Text:PDF
GTID:2558306911482294Subject:Computer Science and Technology
Abstract/Summary:PDF Full Text Request
Artificial intelligence system is a computer system which deals with problems like human.In recent years,the research of intelligence systems has gradually deepened.Its application has also begun to enter people’s daily life.Thanks to artificial intelligence technology and Internet of Things technology,Intelligence systems can replace human work and liberate a lot of labor.However,the current intelligence system has the problems of poor scalability,low flexibility,excessive dependence on the Internet and insufficient data processing.Aiming at the above problems,this thesis will design an intelligence system model,combining the structure of mobile ad hoc network.We will make use of the characteristics of self-organization,self-configuration and flexibility of self-organizing network to make up for the problems existing in the current intelligence system.At the same time,because the devices in the intelligence system based on the mobile selforganizing network are mobile and the network structure changes rapidly,the traditional DHCP server and routing protocol are not suitable for this system.For the system to work properly,we need a new IP address configuration scheme and routing protocol for the system.The main works of this thesis is as follows:(1)The intelligence systems in recent years are studied,including the research status at home and abroad and related Internet of Things technologies.An intelligence system based on mobile ad hoc network is designed.This system uses various smart devices and sensors to collect external physical information and complete data processing.Our system is not limited to a certain field,but is oriented to multiple application scenarios.Our system integrates the mobile ad hoc network structure into itself through the hierarchical structure and the design of the point cloud network and the fog bar network to improve the scalability of the system.At the same time,our system completes the hierarchical data processing and supports the edge computing model.Then the system is implemented in the context of smart education.(2)Based on the mobile agents based address auto-configuration protocol for MANET,an IP address configuration protocol is designed for the mobile ad hoc network of the intelligent system,so that the nodes in the network can correctly configure the IP address in the environment without infrastructure.This protocol improves the mobile agents based address auto-configuration protocol.The new protocol improves the two defects of high routing hops and imperfect address recovery mechanism of the old protocol to improve its usability.Finally,the performance of our protocol is evaluated by simulation experiments.(3)Aiming at the limited energy of nodes in mobile ad hoc networks,a multi-path routing protocol based on multi-objective functions is designed.Based on the DSR protocol,our protocol optimizes routing through energy consumption,traffic load and routing hops.At the same time,the selection algorithm of disjoint paths is designed,and finally multiple optimized paths are obtained for data transmission.Simulation experiments show that the routing protocol can effectively reduce energy consumption and delay,and improve the packet delivery rate compared with the DSR protocol.
Keywords/Search Tags:intelligence system, MANET, self-configuring protocol, routing protocol
PDF Full Text Request
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