Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Method and system for predicting pocket exchange network link by adopting learning automaton

A technology for switching networks and network links, which is applied in the field of using learning automata to predict pocket switching network links, and can solve problems such as limitations in the application process of link prediction with historical behavior characteristics

Inactive Publication Date: 2019-09-27
NANCHANG HANGKONG UNIVERSITY
View PDF5 Cites 4 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Based on this, the present invention provides a method and system for predicting pocket switching network links using learning automata, which is used to solve the problem in the prior art that the link prediction application process is relatively limited due to the lack of consideration of the historical behavior characteristics of nodes. question

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Method and system for predicting pocket exchange network link by adopting learning automaton
  • Method and system for predicting pocket exchange network link by adopting learning automaton
  • Method and system for predicting pocket exchange network link by adopting learning automaton

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0041] In order to facilitate a better understanding of the present invention, the present invention will be further explained below in conjunction with the accompanying drawings of related embodiments. Embodiments of the invention are shown in the drawings, but the invention is not limited to the preferred embodiments described above. Rather, these embodiments are provided so that the disclosure of the invention will be more thorough.

[0042] The logic and / or steps represented in the flowcharts or otherwise described herein, for example, can be considered as a sequenced listing of executable instructions for implementing logical functions, can be embodied in any computer-readable medium, For use with instruction execution systems, devices, or devices (such as computer-based systems, systems including processors, or other systems that can fetch instructions from instruction execution systems, devices, or devices and execute instructions), or in conjunction with these instruct...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides a method and a system for predicting a pocket exchange network link by adopting a learning automaton. The method comprises the following steps: acquiring historical behavior information between node pairs in an opportunity network; performing type division according to the historical behavior information and the connection frequency degree of the node pairs so as to divide the node pairs in the opportunity network into active node pairs or inactive node pairs; constructing a network link prediction model based on the learning automaton according to the active node pair and the inactive node pair; and operating the network link prediction model, and outputting a prediction result to predict whether a connection is generated between the node pairs in the opportunity network. According to the invention, the network link prediction model is correspondingly constructed based on the historical behavior information between the node pairs in the opportunity network; therefore, the possibility of connection between the node pairs can be predicted more accurately, limitation caused by prediction based on network topology attributes or related attributes of the nodes is prevented, and support can be provided for an upper routing protocol.

Description

technical field [0001] The invention relates to the technical field of opportunity networks, in particular to a method and system for predicting pocket switching network links by using learning automata. Background technique [0002] Opportunistic network (pocket switching network) is a new type of network architecture developed from mobile ad-hoc network. delivered to the destination node. The concept of encounter refers to a connection that occurs between nodes: when nodes enter the communication range of each other (such as within the point-to-point communication distance of Wi-Fi or Bluetooth protocol), a link is established and communication occurs, and when the two leave When they are within the communication range of each other, the link is disconnected and the communication is stopped. Due to the mobility of nodes, encounters in opportunistic networks are opportunistic rather than deterministic, and reliable end-to-end communication paths do not exist. [0003] Th...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/24H04W84/18
CPCH04L41/145H04L41/147H04W84/18
Inventor 熊涛舒坚刘琳岚
Owner NANCHANG HANGKONG UNIVERSITY
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com