Heartbeat Measurement with Millimeter Wave Radar in the Driving Environment

被引:7
作者
Schwarz, Chris [1 ]
Zainab, Hunza [2 ]
Dasgupta, Soura [2 ]
Kahl, Justin [3 ]
机构
[1] Univ Iowa, Natl Adv Driving Simulator, Iowa City, IA 52242 USA
[2] Univ Iowa, Elect & Comp Engn, Iowa City, IA USA
[3] Univ Iowa, Aisin Tech Ctr Amer, Iowa City, IA USA
来源
2021 IEEE RADAR CONFERENCE (RADARCONF21): RADAR ON THE MOVE | 2021年
关键词
millimeter wave radar; non-contact vital signs; automotive; driving;
D O I
10.1109/RadarConf2147009.2021.9455182
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Millimeter wave radar has proven to be an effective method to measure human vital signs in a non-contact manner. However, the driving context is complex and noisy, and this fact must be considered in the algorithm design as well as in testing and verification methodologies. We implemented an estimation algorithm based on arctangent demodulation and added refinements to optimize performance. Three different algorithm choices, peak spectrum, MUSIC, and particle filter were tested while driving in an on-road vehicle as well as in a high-fidelity driving simulator. Accuracy was explored over a parameter space by varying window size and error tolerance. We present results that help to select the method and parameter. Additionally, we conclude that a high-fidelity simulator is an appropriate environment to conduct radar tests for in-cabin monitoring.
引用
收藏
页数:6
相关论文
共 22 条
  • [1] Al-Masri E, 2018, IEEE INT CONF BIG DA, P5282, DOI 10.1109/BigData.2018.8622096
  • [2] Alizadeh M., 2019, REMOTE VITAL SIGNS M
  • [3] Remote Monitoring of Human Vital Signs Using mm-Wave FMCW Radar
    Alizadeh, Mostafa
    Shaker, George
    Martins De Almeida, Joao Carlos
    Morita, Plinio Pelegrini
    Safavi-Naeini, Safeddin
    [J]. IEEE ACCESS, 2019, 7 : 54958 - 54968
  • [4] Anitori L, 2009, IEEE RAD CONF, P295
  • [5] [Anonymous], 2017, TECH REP
  • [6] A Theoretical Investigation of the Detection of Vital Signs in Presence of Car Vibrations and RADAR-Based Passenger Classification
    Da Cruz, Steve Dias
    Beise, Hans-Peter
    Schroder, Udo
    Karahasanovic, Una
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (04) : 3374 - 3385
  • [7] Droitcour A. D., 2002, DIGEST TECHNICAL PAP, V1, P348
  • [8] E. NCAP, 2017, EURO NCAP 2025 ROADM
  • [9] Peak Detection Algorithm for Vital Sign Detection Using Doppler Radar Sensors
    Kim, Ju-Yeon
    Park, Jae-Hyun
    Jang, Se-Young
    Yang, Jong-Ryul
    [J]. SENSORS, 2019, 19 (07)
  • [10] A Novel Vital-Sign Sensing Algorithm for Multiple Subjects Based on 24-GHz FMCW Doppler Radar
    Lee, Hyunjae
    Kim, Byung-Hyun
    Park, Jin-Kwan
    Yook, Jong-Gwan
    [J]. REMOTE SENSING, 2019, 11 (10)