A 6G mobile communication system based on tensor calculation and its data processing method

A mobile communication system and mobile communication technology, applied in transmission systems, digital transmission systems, data exchange networks, etc., can solve the problems of large data volume of 6G mobile networks, achieve good results, and achieve the effect of compression and completion.

Active Publication Date: 2021-05-25
SHANDONG UNIV
View PDF6 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Aiming at the large amount of data and the lack of data in the 6G mobile network, the present invention proposes two corresponding solutions, tensor compression and tensor completion

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
  • A 6G mobile communication system based on tensor calculation and its data processing method
  • A 6G mobile communication system based on tensor calculation and its data processing method
  • A 6G mobile communication system based on tensor calculation and its data processing method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0134] A 6G mobile communication system based on tensor computing, such as figure 1 As shown, it includes high-dimensional information source, tensor compression unit, sending device, channel, receiving device, tensor completion unit, and sink connected in sequence;

[0135] The high-dimensional information source is used to convert various information into the original signal and convert the vector information source into a high-dimensional information source during the information transmission process; the tensor compression unit is used to compress the high-dimensional information source to be transmitted to reduce the information of the high-dimensional information source Redundancy; the sending device is used to convert the compressed high-dimensional information source into a high-dimensional signal suitable for transmission in the channel; to match the characteristics of the transmitted signal with the signal characteristics, have the ability to resist channel interfere...

Embodiment 2

[0138] The data processing method of the 6G mobile communication system based on tensor calculation described in Embodiment 1, the specific steps include:

[0139] (1) Construct a 6G mobile communication data model. In the process of information transmission, convert various information into original signals and convert vector information sources into high-dimensional information sources;

[0140] During the development of 6G mobile networks in the future, the number of personal wireless devices will increase exponentially, the massive amount of mobile communication data will increase day by day, and the interaction of different types of data will increase. The two-dimensional data processing method similar to the matrix can no longer meet the future 6G data processing needs. In order to solve the problem of 6G mobile communication data processing in the future and improve the utilization rate of high-dimensional data, it is very important to develop a novel mobile communicatio...

Embodiment 3

[0220] According to the data processing method of the 6G mobile communication system based on tensor calculation described in Embodiment 2, the difference is that:

[0221] In step (1), the 6G mobile communication data model is a third-order spectrum tensor

[0222] Construct a third-order spectrum tensor with time domain, space domain and frequency domain as axes I t represents the time dimension, I l represents the spatial dimension, I f Represents the frequency dimension, in a third-order spectral tensor In , each item is expressed as: at time t, at position l, the signal strength value P of frequency band f t,l,f ; See for details image 3 Third-order spectral tensor model.

[0223] In the third-order spectral tensor Among them, the f-mode, l-mode and t-mode are matrixed into X (f) 、X (l) 、X (t) The three matrices are shown in formula (X), formula (Ⅺ) and formula (Ⅻ) respectively:

[0224]

[0225]

[0226]

[0227] In formula (X), formula (Ⅺ) and ...

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 present invention relates to a 6G mobile communication system based on tensor calculation and its data processing method, including sequentially connected high-dimensional information sources, tensor compression units, sending equipment, channels, receiving equipment, tensor completion units, and information sinks; tensors The compression unit is used to compress the high-dimensional information source to be transmitted to reduce the information redundancy of the high-dimensional information source; the tensor completion unit is used to supplement the information loss items caused by the interference of the complete high-dimensional signal during transmission; the invention solves the problem of future The "pain point" in the 6G mobile communication system can realize the compression and completion of high-dimensional data, and achieve good results. The ability to process 6G medium and high-dimensional data has been improved, laying the foundation for the realization of 6G in the future.

Description

technical field [0001] The invention relates to a 6G mobile communication system based on tensor calculation and a data processing method thereof, in particular to the theory of tensor decomposition and tensor completion, and belongs to the technical fields of data analysis and mobile communication. Background technique [0002] With the arrival of 5G, social and technological development will be raised to a new level. The characteristics of "high bandwidth", "low latency" and "internet of everything" of 5G will further increase the magnitude and dimension of data storage. After 5G, B5G will face this problem again. [0003] Recently, the Ministry of Industry and Information Technology announced that 6G research and development will be launched in 2020; in March, the first 6G Global Summit worked together to draw up the first 6G white paper, which clarified the basic direction of 6G development. Among them, the 6G white paper discusses the key driving forces of 6G and the ...

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 Patents(China)
IPC IPC(8): H04L12/24H04L29/06
CPCH04L41/145H04L69/04
Inventor 张文胜李连杰孙健王承祥
Owner SHANDONG 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