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OTFS-Based Super Resolution Channel Estimation in Multisatellite Coordinated Transmission

  • Cheng Guo
  • , Jian Jiao*
  • , Siyuan Bai
  • , Ziyang Wu
  • , Ye Wang*
  • , Qinyu Zhang
  • *Corresponding author for this work
  • Pengcheng Laboratory
  • Harbin Institute of Technology Shenzhen

Research output: Contribution to journalArticlepeer-review

Abstract

Cohesive clustered satellite (CCS) system can utilize multisatellite coordinated transmission (MSCT) to enhance the sum rate and provide direct satellite-to-device connectivity, which is regarded as a key component for low Earth orbit (LEO) satellite-integrated Internet. Considering the high-mobility LEO satellites and fractional Doppler interference (FDI) due to the noninteger Doppler tap, we utilize orthogonal time frequency space (OTFS) modulation to mitigate the complex delay-Doppler effects on a linear time-varying (LTV) channel. Then, we analyze the impact of FDI and the block circulant matrix with circulant block (BCCB) structure on the OTFS channel matrix, and derive the approximate super resolution (SR) relationships between the integer and fractional Doppler channel matrices. Furthermore, to improve communication efficiency and reliability of MSCT, we propose an OTFS-based SR-fractional Doppler channel estimation (SR-FCE) scheme, and introduce an enhanced low-correlation-zone periodic sequence (ELPS) superimposed on the OTFS frame to lower the peak-to-average power ratio. In the coarse estimate stage of SR-FCE scheme, a low-resolution channel matrix is obtained via the threshold method, followed by the fractional Doppler network (FracNet) to extract FDI parameters for high-resolution channel matrix reconstruction. Simulation results validate the feasibility of the SR-FCE scheme in MSCT, and outperforms the state-of-the-art schemes in terms of normalized mean squared error and bit error rate.

Original languageEnglish
Pages (from-to)47998-48012
Number of pages15
JournalIEEE Internet of Things Journal
Volume12
Issue number22
DOIs
StatePublished - 2025
Externally publishedYes

Keywords

  • Channel estimation
  • fractional Doppler
  • multisatellite coordinated transmission (MSCT)
  • orthogonal time frequency space (OTFS) modulation
  • superimposed pilot

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