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Time-Domain Doppler Biomotion Detections Immune to Unavoidable DC Offsets
- Publication Year :
- 2021
- Publisher :
- arXiv, 2021.
-
Abstract
- In the past decades, continuous Doppler radar sensor-based bio-signal detections have attracted many research interests. A typical example is the Doppler heartbeat detection. While significant progresses have been achieved, reliable, time-domain accurate demodulation of bio-signals in the presence of unavoidable DC offsets remains a technical challenge. Aiming to overcome this difficulty, we propose in this paper a novel demodulation algorithm that does not need to trace and eliminate dynamic DC offsets based on approximating segmented arcs in a quadrature constellation of sampling data to directional chords. Assisted by the principal component analysis, such chords and their directions can be deterministically determined. Simulations and experimental validations showed fully recovery of micron-level pendulum movements and strongly noised human heartbeats, verifying the effectiveness and accuracy of the proposed approach.<br />Comment: Accepted by IEEE Transactions on Instrumentation & Measurement
- Subjects :
- Computer science
business.industry
Doppler radar
Pendulum
Approximation algorithm
Systems and Control (eess.SY)
Electrical Engineering and Systems Science - Systems and Control
law.invention
symbols.namesake
Sampling (signal processing)
law
symbols
FOS: Electrical engineering, electronic engineering, information engineering
Demodulation
Computer vision
ComputerSystemsOrganization_SPECIAL-PURPOSEANDAPPLICATION-BASEDSYSTEMS
Artificial intelligence
Time domain
Biosignal
Electrical and Electronic Engineering
business
Instrumentation
Doppler effect
Subjects
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....703af8b6211df190d78573435432fee2
- Full Text :
- https://doi.org/10.48550/arxiv.2106.15054