Noncontact Detection of Heartbeat and Respiratory Rate via 77GHz Radar Based on Adaptive Double Sliding-Time Window Algorithm

Zichen Li, Xiongkui Zhang, Yihao Ma, Hui Shang, Cheng Jin

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In radar-based vital sign monitoring, it's a challenge to keep the trade-off between high accuracy and real-time processing capability. To offer an effective approach towards this challenge and achieve noncontact detection of human heartbeat and respiratory rate, this paper proposes a joint time-frequency detection algorithm. This algorithm bases on adaptive double sliding-time window (ADSW) technology using both fast Fourier transform (FFT) and time domain searching-peak (TSP) methods to perform preliminary detection. Then adaptive weighting is utilized to adjust the lengths of next data sliding windows dynamically and obtain the final output from previous detection results. In the meanwhile, the chosen weighting factors are determined by signal characteristics such as the short average energy (SAE) and zero-crossing rate (SAZC), which can improve the real-time capability as well as maintain good accuracy. Finally an experiment was carried out and the proposed algorithm achieved good results.

Original languageEnglish
Title of host publicationICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728123455
DOIs
Publication statusPublished - Dec 2019
Event2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019 - Chongqing, China
Duration: 11 Dec 201913 Dec 2019

Publication series

NameICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019

Conference

Conference2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019
Country/TerritoryChina
CityChongqing
Period11/12/1913/12/19

Keywords

  • adaptive double sliding-time window (ADSW)
  • millimeter-wave Doppler radar
  • noncontact
  • vital sign

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