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

Frequency domain-based frequency spectrum data cleaning method in civil aviation very high frequency communication

A spectral data and very high frequency technology, applied in neural learning methods, pattern recognition in signals, transmission monitoring, etc., to achieve the effects of ensuring sample quality, improving predictive ability, and improving accuracy and reliability

Pending Publication Date: 2022-06-10
三亚航空旅游职业学院
View PDF5 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

From the current research status of data cleaning, it is found that the data cleaning of most current literatures is aimed at specific data objects. Due to the different data objects processed, the solutions and technical ideas of data cleaning are not applicable to each other.
Therefore, there is still no standardized processing method for spectrum data cleaning technology for civil aviation radio voice communication services

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
  • Frequency domain-based frequency spectrum data cleaning method in civil aviation very high frequency communication
  • Frequency domain-based frequency spectrum data cleaning method in civil aviation very high frequency communication
  • Frequency domain-based frequency spectrum data cleaning method in civil aviation very high frequency communication

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0019] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Apparently, the described embodiments are some, but not all, embodiments of the present invention. The components of the embodiments of the invention generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.

[0020] Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative ef...

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 a frequency domain-based frequency spectrum data cleaning method in civil aviation very high frequency communication, and relates to the field of civil aviation radio signal processing, and the method comprises the steps: S1, carrying out the smooth processing of an original frequency spectrum signal, and obtaining a first frequency spectrum signal; s2, roughly judging whether noisy signals of all frequency points exist or not; s3, counting the maximum value position of each frequency point in the first frequency spectrum data in a frequency domain; s4, screening the spectrum data of the corresponding frequency points; s5, slicing and recombining all frequency point data and forming tensors; after data cleaning is carried out on the frequency spectrum data, frequency spectrum prediction data with higher quality can be obtained, so that the quality of a frequency spectrum data sample for subsequently training an intelligent frequency spectrum prediction neural network model is ensured, and the prediction capability of the intelligent frequency spectrum prediction neural network in a complex electromagnetic environment is improved; finally, the purpose of improving the accuracy and reliability of intelligent spectrum occupancy prediction is achieved, and important technical support is provided for improving the very high frequency voice communication frequency utilization rate of an airport terminal area and guaranteeing the aviation operation safety of the airport terminal area.

Description

technical field [0001] The invention relates to the field of civil aviation radio signal processing, in particular to a method for cleaning frequency spectrum data in civil aviation VHF communication based on the frequency domain. Background technique [0002] In recent years, due to the continuous development of the information society, it has brought about a high reliance on communication resources. Wireless communication is a convenient means of communication widely used. For the field of civil aviation, its radio communication is in the field of civil aviation communication It has an extremely important position. In order to ensure the safe frequency environment of radio communication in the civil aviation field, the International Civil Aviation Organization (ICAO) has specially allocated the corresponding civil aviation VHF communication frequency band for aviation radio communication, that is, the frequency range is 118MHz~136.975MHz , the channel bandwidth is 25KHz. ...

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): H04B17/373H04B17/382G06K9/62G06K9/00G06N3/08
CPCH04B17/373H04B17/382G06N3/08G06F2218/04G06F2218/12G06F18/10G06F18/214
Inventor 陈贻明卓书龙任斌斌吴勇陈虹
Owner 三亚航空旅游职业学院
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