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Sparse Channel Estimation utilizing Optimal Wiener-Hopf Filtering in MIMO-OTFS Paradigm

  • Harbin Institute of Technology
  • Beijing Aerospace Measurement and Control Technology Company Ltd
  • Memorial University of Newfoundland

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

Abstract

This article focuses on the MIMO-OTFS system paradigm and analyzes its three-dimensional clustering sparse characteristics based on the convolution process of signals and dual dispersion fast time-varying channels. A iterative parameter estimation algorithm based on Wiener-Hopf optimal filtering was designed in the Delay-Doppler-Angle (DDA) domain, which is the Segmented Orthogonal Matching Tracking Scheme with the assistance of minimum mean square error iteration (MAI StOMP). The performance of the proposed algorithm was compared with that of the previous proposed algorithm, and numerical simulations were conducted. The results showed that the algorithm proposed in this paper has good Normalized Mean Square Error (NMSE) performance.

Original languageEnglish
Title of host publication20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages649-654
Number of pages6
ISBN (Electronic)9798350361261
DOIs
StatePublished - 2024
Event20th IEEE International Wireless Communications and Mobile Computing Conference, IWCMC 2024 - Hybrid, Ayia Napa, Cyprus
Duration: 27 May 202431 May 2024

Publication series

Name20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024

Conference

Conference20th IEEE International Wireless Communications and Mobile Computing Conference, IWCMC 2024
Country/TerritoryCyprus
CityHybrid, Ayia Napa
Period27/05/2431/05/24

Keywords

  • MIMO-OTFS
  • NMSE
  • Wiener-Hopf equation
  • channel estimation
  • sparse solution

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