Real Time Noise Power Estimation for Single Carrier Frequency Domain Equalization

Qin Yuan Zhao, Xiang Yuan Bu, Zhe Song, Jin Hui Fang, Shuai Wang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Wireless broadband high-speed data transmission technology is one of the key technologies used to realize mutual communication between various unmanned vehicles, unmanned ships and unmanned aerial vehicles in the future civil and military fields. Since data transfer rate is continuously increasing and the multipath effect of the near-earth channel brings frequency selective fading, the receiver usually uses an adaptive equalizer to eliminate inter-symbol interference (ISI). Instead of the time-domain-equalization methods commonly used in current engineering implementations, in this article, we use the frequency-domain MMSE equalization algorithm to give a realtime accurate estimation method for the 'noise power' coefficient in the equalizer parameters during engineering implementation. In this article, we will explain the system design and demodulation methods required for real-time noise estimation based on frequency-domain MMSE equalization, and discuss the performance advantages over time domain equalization without increasing the complexity of the algorithm. It is demonstrated that it can be better applied to high-speed data communication under multipath fading channels. The algorithm is verified through computer simulation and field measurement.

Original languageEnglish
Title of host publication2021 IEEE 6th International Conference on Computer and Communication Systems, ICCCS 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages651-655
Number of pages5
ISBN (Electronic)9780738126043
DOIs
Publication statusPublished - 23 Apr 2021
Event6th IEEE International Conference on Computer and Communication Systems, ICCCS 2021 - Chengdu, China
Duration: 23 Apr 202126 Apr 2021

Publication series

Name2021 IEEE 6th International Conference on Computer and Communication Systems, ICCCS 2021

Conference

Conference6th IEEE International Conference on Computer and Communication Systems, ICCCS 2021
Country/TerritoryChina
CityChengdu
Period23/04/2126/04/21

Keywords

  • MMSE algorithm
  • frequency domain equalization
  • high-speed broadband data link
  • noise estimate

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