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WFRFT Waveform Design and Signal Detection for Massive MIMO Systems with One-Bit ADCs

  • Xingjian Li*
  • , Zhiqun Song
  • , Xuejun Sha
  • , Yong Li
  • , Lizhe Liu
  • , Bin Wang*
  • , Jintao Xia
  • *Corresponding author for this work
  • National Key Laboratory of Advanced Communication Networks
  • China Electronics Technology Group Corporation
  • Harbin Institute of Technology

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

Abstract

We consider the problem of uplink waveform design and signal detection for massive multiple-input multiple-output (MIMO) systems with one-bit analog-to-digital converters (ADCs). In order to further enhance the signal detection accuracy, we propose a weighted fractional Fourier transform (WFRFT) waveform design and fast local search signal detection algorithm. Spefically, the proposed algorithm converts the original signal to a double component generalized WFRFT (DCGWFRFT) signal at transmitter, and the receiver utilizes a fast local search signal detection method to recover the original signal. Due to the one-bit quantization of received signals, most amplitude and phase information of received signals is lost, and traditional DCGWFRFT waveform design schemes may fail to reconstruct the original waveform. Different from traditional DCGWFRFT waveform design schemes, the proposed method redesigns the waveform reconstruction stage at the receiver, and directly detecting the original signal with an equivalent channel equalization matrix. Simulation results demonstrate that our proposed algorithm outperforms existing methods.

Original languageEnglish
Title of host publication2025 IEEE 25th International Conference on Communication Technology, ICCT 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1569-1573
Number of pages5
ISBN (Electronic)9798331585785
DOIs
StatePublished - 2025
Event25th IEEE International Conference on Communication Technology, ICCT 2025 - Shenyang, China
Duration: 16 Oct 202518 Oct 2025

Publication series

NameInternational Conference on Communication Technology Proceedings, ICCT
ISSN (Print)2576-7844
ISSN (Electronic)2576-7828

Conference

Conference25th IEEE International Conference on Communication Technology, ICCT 2025
Country/TerritoryChina
CityShenyang
Period16/10/2518/10/25

Keywords

  • Massive MIMO
  • WFRFT
  • one-bit ADC
  • signal detection
  • waveform design

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