On the Digital Predistortion of Wideband mmWave Communication Systems With Beam Squint

Large-scale antenna arrays in millimeter wave (mmWave) systems are the cornerstone for next-generation Internet of Things (IoT) infrastructure. However, wideband mmWave systems suffer from frequency-dependent channel responses, known as beam squint. With beam squint effect, the far-field over-the-air (OTA) signal may exhibit frequency selective fading, rendering ineffective digital predistortion (DPD) design based on an OTA feedback structure. Therefore, existing mmWave DPD feedback architectures need to be examined carefully. In this article, we analyze the impact of beam squint on DPD and propose a proper DPD feedback architecture. To the best of our knowledge, this is the first work to address DPD in wideband mmWave systems with beam squint. Our results indicate that, with beam squint, the nonlinearity observed at the far-field OTA side differs from that at the power amplifier (PA) output side. We demonstrate that the far-field OTA received signal is no longer suitable as the feedback signal for DPD estimation. Moreover, we propose an effective DPD scheme for mmWave systems with beam squint. In this scheme, analog beamforming coefficients are fixed for DPD identification. Compared to existing solutions, hardware complexity of the proposed DPD scheme is much reduced. Numerical results validate the effectiveness of the proposed DPD scheme.

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Publication Details

Journal
IEEE Internet of Things Journal
Published
2025-03-31
DOI
https://doi.org/10.1109/jiot.2025.3555986
Citations
2
Primary Topic
Advanced Signal Processing Techniques
Type
article
Field-Weighted Citation Impact
1.46
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article

On the Digital Predistortion of Wideband mmWave Communication Systems With Beam Squint

Hua Qian, Kai Kang, Kai Ying, Liuhui Zhao
2 citations
IEEE Internet of Things Journal
Advanced Signal Processing Techniques
1.46
article

On the Digital Predistortion of Wideband mmWave Communication Systems With Beam Squint

Hua Qian, Kai Kang, Kai Ying, Liuhui Zhao
article en
2 citations

Abstract

Large-scale antenna arrays in millimeter wave (mmWave) systems are the cornerstone for next-generation Internet of Things (IoT) infrastructure. However, wideband mmWave systems suffer from frequency-dependent channel responses, known as beam squint. With beam squint effect, the far-field over-the-air (OTA) signal may exhibit frequency selective fading, rendering ineffective digital predistortion (DPD) design based on an OTA feedback structure. Therefore, existing mmWave DPD feedback architectures need to be examined carefully. In this article, we analyze the impact of beam squint on DPD and propose a proper DPD feedback architecture. To the best of our knowledge, this is the first work to address DPD in wideband mmWave systems with beam squint. Our results indicate that, with beam squint, the nonlinearity observed at the far-field OTA side differs from that at the power amplifier (PA) output side. We demonstrate that the far-field OTA received signal is no longer suitable as the feedback signal for DPD estimation. Moreover, we propose an effective DPD scheme for mmWave systems with beam squint. In this scheme, analog beamforming coefficients are fixed for DPD identification. Compared to existing solutions, hardware complexity of the proposed DPD scheme is much reduced. Numerical results validate the effectiveness of the proposed DPD scheme.

IEEE Internet of Things JournalVol. 12(13)
Shanghai Jiao Tong University (CN), Chinese Academy of Sciences (CN), Shanghai Advanced Research Institute (CN)
Affordable and clean energy
Openalex Percentile: Top 18%
Advanced Signal Processing Techniques
1.46
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On the Digital Predistortion of Wideband mmWave Communication Systems With Beam Squint — Hua Qian, Kai Kang, et al. · IEEE Internet of Things Journal (2025) | TGRS Research Map | TGRS