Intelligent design method for digital coding metamaterial unit

A digital encoding and design method technology, applied in the direction of electrical digital data processing, calculation, calculation model, etc., can solve the problems of long acquisition time and complicated acquisition of encoding unit information, achieve high efficiency and simplicity, shorten complexity and time, Good scalability

Active Publication Date: 2018-11-02
SOUTHEAST UNIV
View PDF7 Cites 9 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] Purpose of the invention: to provide an intelligent design method for digitally coded metamaterial units in view of the problems of complex and long acquisition of code unit information existing in existing metamaterial code unit design methods

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
  • Intelligent design method for digital coding metamaterial unit
  • Intelligent design method for digital coding metamaterial unit
  • Intelligent design method for digital coding metamaterial unit

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0026] The technical solution of the present invention will be further described below in conjunction with the accompanying drawings.

[0027] Taking the metamaterial unit of the three-beam multi-polarization artificial electromagnetic surface that can radiate left-handed circular polarization, right-handed circular polarization and linear polarization as an example, the intelligent design method of the digital coding metamaterial unit of the present invention Be explained.

[0028] 1) Digitally encode the basic pattern of the 1bit unit that constructs the metamaterial, and use the deep learning design algorithm to predict the unit polarized wave reflection phase when different modules are arranged in the 1bit unit;

[0029] First, we choose a random discrete lattice as the basic pattern of unit particles, such as figure 1 . The lattice pattern includes 16×16 small squares, wherein the gray small squares are metal blocks, and the white small squares are air blocks, that is, ...

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 discloses an intelligent design method of a digital coding metamaterial unit. The method comprises the steps of 1) carrying out digital coding on a basic pattern of a 1-bit unit for constructing a metamaterial, and predicting unit polarization wave reflection phases during arrangement of different modules in the 1-bit unit by adopting a deep learning design algorithm; and 2) determining a polarization wave phase difference theta of a 1-bit unit structure for constructing the metamaterial according to a function requirement of the metamaterial, and designing the 1-bit unit structure with the polarization wave phase difference theta in combination with a binary particle swarm optimization algorithm module and a deep learning module. The design method provided by the invention realizes automatic design of an ideal reflection phase of a multi-bit unit on the basis of deep learning, has high efficiency and simplicity, is good in expansibility, can replace software to perform simulation, and lowers and shortens the corresponding complexity and time of obtaining information of a coding unit; and a multi-beam multi-polarization artificial electromagnetic surface is quickly and simply designed.

Description

technical field [0001] The invention relates to a design method of a metamaterial unit, in particular to an intelligent design method of a digital coded metamaterial unit, which belongs to the field of machine learning and digital coded metamaterials. Background technique [0002] Artificial composite materials with special conduction or radiation characteristics (negative refraction, zero refraction) when electromagnetic waves propagate in them are called new artificial electromagnetic materials (Metamaterials). Electromagnetic materials with dielectric constant and permeability requirements. In order to achieve different functions of metamaterials, the phase change can be achieved by adjusting the metamaterial unit structure, and then adjusting the distribution of units with different reflection phases can make the incident wave radiate a highly directional pencil beam or liner beam through the array structure. [0003] The phase response of the coded unit (16×16 random l...

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): G06F17/50G06N3/00G06N3/02
CPCG06N3/006G06N3/02G06F30/00
Inventor 崔铁军张茜刘彻万向张磊杨艳
Owner SOUTHEAST UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap