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Frequency Estimation of Vital Sign Signals Using FMCW Radar: A CramerRao Lower Bound Analysis and Experimental Validation
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Frequency Estimation of Vital Sign Signals Using FMCW Radar: A CramerRao Lower Bound Analysis and Experimental Validation

Hsin-Yuan Chang 和 Wei-Ho Chung
IEEE transactions on instrumentation and measurement, 卷.74
11/06/2025
Web of Science ID: WOS:001515653400021

摘要

Engineering, Electrical & Electronic Instruments & Instrumentation Science & Technology Engineering Technology
In the next-generation communication technologies, the rise of sensing functionality has created new opportunities, with frequency-modulated continuous-wave (FMCW) radar promising to be a robust solution for noncontact vital sign detection, thereby enhancing health monitoring systems. In this article, we present a comprehensive analysis of the frequency estimation problem for vital sign signals using FMCW radar, focusing on the theoretical Cramer-Rao lower bound (CRLB) derivation. Specifically, the exact and closed-form CRLB expressions are derived, incorporating the embedded vital sign information of multipath reflections in the presence of additive Gaussian noise, offering insight into the fundamental limits of estimation accuracy. Simulation results validate the consistency between exact and approximate CRLBs, while experimental results demonstrate the effectiveness of a confidence fusion algorithm in approaching these bounds under realistic conditions.

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1 檢視次數

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