ZA202305013B - Millimeter wave radar-based non-contact real-time vital sign monitoring system and method - Google Patents
Millimeter wave radar-based non-contact real-time vital sign monitoring system and methodInfo
- Publication number
- ZA202305013B ZA202305013B ZA2023/05013A ZA202305013A ZA202305013B ZA 202305013 B ZA202305013 B ZA 202305013B ZA 2023/05013 A ZA2023/05013 A ZA 2023/05013A ZA 202305013 A ZA202305013 A ZA 202305013A ZA 202305013 B ZA202305013 B ZA 202305013B
- Authority
- ZA
- South Africa
- Prior art keywords
- real
- monitoring system
- millimeter wave
- signals
- module
- Prior art date
Links
- 238000012544 monitoring process Methods 0.000 title abstract 5
- 238000000034 method Methods 0.000 title abstract 2
- 230000000241 respiratory effect Effects 0.000 abstract 3
- 230000001629 suppression Effects 0.000 abstract 2
- 238000012800 visualization Methods 0.000 abstract 2
- 230000000694 effects Effects 0.000 abstract 1
- 230000007613 environmental effect Effects 0.000 abstract 1
- 230000029058 respiratory gaseous exchange Effects 0.000 abstract 1
- 230000000007 visual effect Effects 0.000 abstract 1
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
- A61B5/0507—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves using microwaves or terahertz waves
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7235—Details of waveform analysis
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Molecular Biology (AREA)
- Animal Behavior & Ethology (AREA)
- Veterinary Medicine (AREA)
- Biophysics (AREA)
- Pathology (AREA)
- Physiology (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Medical Informatics (AREA)
- Public Health (AREA)
- Surgery (AREA)
- Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Cardiology (AREA)
- Pulmonology (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Psychiatry (AREA)
- Signal Processing (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
- Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
Abstract
A millimeter wave radar-based non-contact real-time vital sign monitoring system and method. The monitoring system comprises: a millimeter wave transceiving module (1), a real-time signal acquisition module (2), a real-time signal processing module (3), and a visualization module (4). The millimeter wave transceiving module (1) is used for transmitting millimeter waves and receiving echo signals thereof; the real-time signal processing module (3) is used for extracting respiratory signals and heart rate signals by means of clutter suppression; and the visualization module (4) is used for performing waveform fitting on the respiratory signals and heart rate signals, and displaying, by means of a visual interface, the position, respiration, and heart rate of a subject in real time. The clutter suppression effectively overcomes the effect of environmental noise, such that the accuracy of the monitoring system is improved. In addition, the respiratory signals and heart rate signals are fitted by means of an iterative algorithm to visually display relevant waveforms and monitoring results.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011301746.8A CN112401863A (en) | 2020-11-19 | 2020-11-19 | Non-contact real-time vital sign monitoring system and method based on millimeter wave radar |
PCT/CN2020/131783 WO2022104868A1 (en) | 2020-11-19 | 2020-11-26 | Millimeter wave radar-based non-contact real-time vital sign monitoring system and method |
Publications (1)
Publication Number | Publication Date |
---|---|
ZA202305013B true ZA202305013B (en) | 2023-11-29 |
Family
ID=74774172
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
ZA2023/05013A ZA202305013B (en) | 2020-11-19 | 2023-05-05 | Millimeter wave radar-based non-contact real-time vital sign monitoring system and method |
Country Status (3)
Country | Link |
---|---|
CN (1) | CN112401863A (en) |
WO (1) | WO2022104868A1 (en) |
ZA (1) | ZA202305013B (en) |
Families Citing this family (29)
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---|---|---|---|---|
CN113109808B (en) * | 2021-04-01 | 2023-12-29 | 深圳迈睿智能科技有限公司 | Doppler signal processing method and device based on presence detection |
CN113288080B (en) * | 2021-04-28 | 2022-04-08 | 郑州大学 | Non-contact vital sign detection system based on phase comparison |
CN113420624B (en) * | 2021-06-11 | 2022-04-26 | 华中师范大学 | Non-contact fatigue detection method and system |
CN114089300A (en) * | 2021-09-30 | 2022-02-25 | 艾锐达健康科技(杭州)有限公司 | Method, system and electronic device for low power consumption of millimeter wave radar |
CN113925481B (en) * | 2021-10-20 | 2024-08-16 | 友达光电股份有限公司 | Method for measuring physiological signal and physiological signal measuring device |
CN114052740B (en) * | 2021-11-29 | 2022-12-30 | 中国科学技术大学 | Non-contact electrocardiogram monitoring method based on millimeter wave radar |
CN114027809B (en) * | 2021-12-14 | 2024-05-31 | 宁夏芯锐智联科技有限公司 | Cow respiration heart rate monitoring method based on millimeter wave radar |
CN114403820B (en) * | 2022-01-13 | 2024-07-12 | 武汉烽火凯卓科技有限公司 | Vital sign detection method and system of moving target |
CN114983373B (en) * | 2022-06-02 | 2023-03-28 | 谢俊 | Method for detecting human heart rate |
CN115089137A (en) * | 2022-06-16 | 2022-09-23 | 福建华海传音科技有限公司 | Non-contact vital sign detection system |
CN114781465B (en) * | 2022-06-20 | 2022-08-30 | 华中师范大学 | rPPG-based non-contact fatigue detection system and method |
CN115014617B (en) * | 2022-06-21 | 2023-04-07 | 福州大学 | Cable-stayed bridge cable force synchronous monitoring method based on ground radar |
CN115120205B (en) * | 2022-08-29 | 2022-12-20 | 长沙莫之比智能科技有限公司 | Human body heartbeat signal iterative enhancement method based on millimeter wave radar range and azimuth spectrum |
CN115542256A (en) * | 2022-09-14 | 2022-12-30 | 江苏省肿瘤医院 | Vital sign monitoring system based on millimeter waves |
CN115470864B (en) * | 2022-09-28 | 2023-05-23 | 中国人民解放军总医院 | Identity recognition method based on pulse ultra-wideband radar |
CN115590489B (en) * | 2022-09-28 | 2024-01-23 | 中国人民解放军总医院 | Contactless blood pressure monitoring method based on frequency modulation continuous wave radar |
CN115736853B (en) * | 2022-10-28 | 2024-06-28 | 广东工业大学 | Vital sign extraction method, system and storage medium for inhibiting biological radar interference |
CN115721294B (en) * | 2022-11-24 | 2023-09-12 | 北京金茂绿建科技有限公司 | Millimeter wave perception-based respiration monitoring method and device, electronic equipment and medium |
CN115736872A (en) * | 2022-12-05 | 2023-03-07 | 四川启睿克科技有限公司 | Method for calculating heart rate in real time based on millimeter wave radar |
CN115969351A (en) * | 2022-12-05 | 2023-04-18 | 四川启睿克科技有限公司 | Method for calculating respiration in real time based on millimeter wave radar |
CN115868955B (en) * | 2022-12-07 | 2023-09-26 | 北京航空航天大学 | Vital sign detection method based on ultra-wideband radar under motion disturbance |
CN115602191A (en) * | 2022-12-12 | 2023-01-13 | 杭州兆华电子股份有限公司(Cn) | Noise elimination method of transformer voiceprint detection system |
CN116035565B (en) * | 2023-01-17 | 2024-07-09 | 中国人民解放军空军军医大学 | Visual perception enhancement system and method based on electromagnetic super surface |
CN116784818B (en) * | 2023-06-07 | 2024-08-20 | 无锡伴创科技有限公司 | Respiratory heartbeat signal detection method and system based on millimeter wave radar |
CN116831540B (en) * | 2023-07-10 | 2024-05-14 | 康力元(天津)医疗科技有限公司 | Millimeter wave-based non-contact vital sign monitoring method and system |
CN116577768B (en) * | 2023-07-10 | 2023-09-22 | 厦门中为科学仪器有限公司 | Security scene living body detection device based on millimeter wave radar |
CN116840805B (en) * | 2023-08-30 | 2023-11-10 | 长沙莫之比智能科技有限公司 | Human vital sign detection method based on MIMO radar and beam forming |
CN117708657B (en) * | 2024-02-05 | 2024-06-18 | 华东交通大学 | Echo signal resonance peak range detection optimization method and system |
CN117970322B (en) * | 2024-04-02 | 2024-06-11 | 中国科学院空天信息创新研究院 | Low-rank block sparse decomposition-based vital signal enhancement method |
Family Cites Families (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
TWI504916B (en) * | 2014-04-01 | 2015-10-21 | Wistron Neweb Corp | Signal processing method and device for frequency-modulated continuous waveform radar system |
US10401479B2 (en) * | 2014-05-16 | 2019-09-03 | University Of Ottawa | Remote sensing of human breathing at a distance |
CN108113706B (en) * | 2017-12-19 | 2021-01-05 | 清华大学无锡应用技术研究院 | Heart rate monitoring method, device and system based on audio signals |
US10310073B1 (en) * | 2018-02-07 | 2019-06-04 | Infineon Technologies Ag | System and method for determining engagement level of a human being using a millimeter-wave radar sensor |
CN108888249A (en) * | 2018-06-07 | 2018-11-27 | 北京邮电大学 | A kind of method and device of the more people's vital sign monitorings of contactless car |
CN109031287B (en) * | 2018-09-21 | 2021-09-07 | 西安交通大学 | Human body respiration signal detection method based on fast-RCNN through-wall ultra-wideband radar |
CN109965858B (en) * | 2019-03-28 | 2020-10-30 | 北京邮电大学 | Ultra-wideband radar-based human body vital sign detection method and device |
CN109924962A (en) * | 2019-04-03 | 2019-06-25 | 湖南省顺鸿智能科技有限公司 | A kind of non-contact vital sign measuring system and method based on radar |
CN110146876A (en) * | 2019-05-31 | 2019-08-20 | 湖南省顺鸿智能科技有限公司 | The method for carrying out human body target positioning based on comentropy |
CN110192850A (en) * | 2019-05-31 | 2019-09-03 | 湖南省顺鸿智能科技有限公司 | Extracting method and system based on heartbeat signal under radar return strong noise background |
CN111803045A (en) * | 2020-01-17 | 2020-10-23 | 南京邮电大学 | Vital sign detection system based on LFMCW millimeter wave |
-
2020
- 2020-11-19 CN CN202011301746.8A patent/CN112401863A/en active Pending
- 2020-11-26 WO PCT/CN2020/131783 patent/WO2022104868A1/en active Application Filing
-
2023
- 2023-05-05 ZA ZA2023/05013A patent/ZA202305013B/en unknown
Also Published As
Publication number | Publication date |
---|---|
WO2022104868A1 (en) | 2022-05-27 |
CN112401863A (en) | 2021-02-26 |
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