Accurate Phase Accumulation Technique Under Vector Cross-Multiplication Framework for High-Accuracy Displacement Motion Sensing

High-accuracy displacement motion sensing via interferometric radar necessitates ultra-accurate phase demodulation. In this article, an accurate phase accumulation (APA) technique is proposed for displacement motion detection. The primary advantage of APA lies in its <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\pm \pi $</tex-math> </inline-formula> phase difference accumulation property, which enhances its performance at low signal-to-noise ratio (SNR) and low sampling rate (SR). Simulations of a 12 mm, 0.5 Hz sinusoidal motion demonstrate that APA achieves a root mean square error (RMSE) of 0.0021 mm at 40 dB and 40 Hz, outperforming the suboptimal reference PCA technique (0.7122 mm). Similarly, at low <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">SNR</i>, the RMSE of APA is 0.0666 mm at 10 dB and 100 Hz, surpassing the suboptimal arcsine technique (0.2605 mm). APA also introduces a process for obtaining the initial phase by supplementing the (1, 0) reference point, a step overlooked in previous phase demodulation techniques. Moreover, a vector cross-multiplication analytical framework is proposed to unify and compare numerous linear demodulation techniques, thereby presenting a systematic comparison that highlights the advantages and limitations of these techniques. Under this analytical framework, <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">SNR</i> and SR serve as the indicators for selecting the optimal technique across heterogeneous application scenarios. Based on a 120 GHz radar, experiments have been conducted to validate the practicality of APA for high-accuracy displacement motion measurement.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Microwave Theory and Techniques
Published
2025-08-18
DOI
https://doi.org/10.1109/tmtt.2025.3596842
Primary Topic
Optical Systems and Laser Technology
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Accurate Phase Accumulation Technique Under Vector Cross-Multiplication Framework for High-Accuracy Displacement Motion Sensing

Changzhan Gu, Jingtao Liu, Jie Cao, K.Y. Zheng
IEEE Transactions on Microwave Theory and Techniques
Optical Systems and Laser Technology
article

Accurate Phase Accumulation Technique Under Vector Cross-Multiplication Framework for High-Accuracy Displacement Motion Sensing

Changzhan Gu, Jingtao Liu, Jie Cao, K.Y. Zheng
article en

Abstract

High-accuracy displacement motion sensing via interferometric radar necessitates ultra-accurate phase demodulation. In this article, an accurate phase accumulation (APA) technique is proposed for displacement motion detection. The primary advantage of APA lies in its <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\pm \pi $</tex-math> </inline-formula> phase difference accumulation property, which enhances its performance at low signal-to-noise ratio (SNR) and low sampling rate (SR). Simulations of a 12 mm, 0.5 Hz sinusoidal motion demonstrate that APA achieves a root mean square error (RMSE) of 0.0021 mm at 40 dB and 40 Hz, outperforming the suboptimal reference PCA technique (0.7122 mm). Similarly, at low <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">SNR</i>, the RMSE of APA is 0.0666 mm at 10 dB and 100 Hz, surpassing the suboptimal arcsine technique (0.2605 mm). APA also introduces a process for obtaining the initial phase by supplementing the (1, 0) reference point, a step overlooked in previous phase demodulation techniques. Moreover, a vector cross-multiplication analytical framework is proposed to unify and compare numerous linear demodulation techniques, thereby presenting a systematic comparison that highlights the advantages and limitations of these techniques. Under this analytical framework, <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">SNR</i> and SR serve as the indicators for selecting the optimal technique across heterogeneous application scenarios. Based on a 120 GHz radar, experiments have been conducted to validate the practicality of APA for high-accuracy displacement motion measurement.

IEEE Transactions on Microwave Theory and TechniquesVol. 73(11)
Shanghai Jiao Tong University (CN)
Natural Science Foundation of Shanghai, Aichi Science and Technology Foundation
Openalex Percentile: Top 81%
Optical Systems and Laser Technology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.