Joint Data-Aided Channel Estimation and Expectation Propagation Detection for Superimposed-Pilot-Based MIMO-OTFS Systems

In this paper, we design a novel joint receiver that iteratively performs channel estimation (CE) and symbol detection for channel-coded multi-user multiple-input multiple-output systems with orthogonal time frequency space modulation (MIMO-OTFS). In particular, we first propose a two-stage CE method based on a single superimposed pilot (SP) with inter-user interference canceling (ICCE). The delay-Doppler domain SP is used to estimate path delays, Doppler shifts, and other channel parameters. Then the detected user symbols are utilized to update the channel parameters with mitigating inter-user and multipath interferences. Second, we construct a joint CE and signal detection scheme based on the expectation propagation (EP) algorithm (EP-ICCE). We exploit the relationship between CE and symbol detection, refining the estimated channel matrix with the detected data symbols. Finally, simulation results shows the proposed EP-ICCE can achieve performance gains up to 2 dB over the conventional methods for the different MIMO and modulations.

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Publication Details

Journal
IEEE Internet of Things Journal
Published
2025-10-13
DOI
https://doi.org/10.1109/jiot.2025.3621081
Primary Topic
PAPR reduction in OFDM
Type
article
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article

Joint Data-Aided Channel Estimation and Expectation Propagation Detection for Superimposed-Pilot-Based MIMO-OTFS Systems

Hanxin Zeng, Zhaopeng Xie, Peng Kang, Yi Fang et al.
IEEE Internet of Things Journal
PAPR reduction in OFDM
article

Joint Data-Aided Channel Estimation and Expectation Propagation Detection for Superimposed-Pilot-Based MIMO-OTFS Systems

Hanxin Zeng, Zhaopeng Xie, Peng Kang, Yi Fang, Xiangming Cai, Pingping Chen
article en

Abstract

In this paper, we design a novel joint receiver that iteratively performs channel estimation (CE) and symbol detection for channel-coded multi-user multiple-input multiple-output systems with orthogonal time frequency space modulation (MIMO-OTFS). In particular, we first propose a two-stage CE method based on a single superimposed pilot (SP) with inter-user interference canceling (ICCE). The delay-Doppler domain SP is used to estimate path delays, Doppler shifts, and other channel parameters. Then the detected user symbols are utilized to update the channel parameters with mitigating inter-user and multipath interferences. Second, we construct a joint CE and signal detection scheme based on the expectation propagation (EP) algorithm (EP-ICCE). We exploit the relationship between CE and symbol detection, refining the estimated channel matrix with the detected data symbols. Finally, simulation results shows the proposed EP-ICCE can achieve performance gains up to 2 dB over the conventional methods for the different MIMO and modulations.

IEEE Internet of Things JournalVol. 12(24)
Guangdong University of Technology (CN), Fujian Business University (CN), Fuzhou University (CN)
Openalex Percentile: Top 72%
PAPR reduction in OFDM
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