CN109199389A - A kind of respiratory rate monitoring method based on nanometer wave technology - Google Patents

A kind of respiratory rate monitoring method based on nanometer wave technology Download PDF

Info

Publication number
CN109199389A
CN109199389A CN201811078383.9A CN201811078383A CN109199389A CN 109199389 A CN109199389 A CN 109199389A CN 201811078383 A CN201811078383 A CN 201811078383A CN 109199389 A CN109199389 A CN 109199389A
Authority
CN
China
Prior art keywords
signal
wave
echo
nanometer
nanometer wave
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201811078383.9A
Other languages
Chinese (zh)
Inventor
吴子俊
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai Yuyou Shipping Technology Co Ltd
Original Assignee
Shanghai Yuyou Shipping Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Yuyou Shipping Technology Co Ltd filed Critical Shanghai Yuyou Shipping Technology Co Ltd
Priority to CN201811078383.9A priority Critical patent/CN109199389A/en
Publication of CN109199389A publication Critical patent/CN109199389A/en
Pending legal-status Critical Current

Links

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • A61B5/0816Measuring devices for examining respiratory frequency
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes

Abstract

The present invention relates to a kind of respiratory rate monitoring methods based on nanometer wave technology, comprising the following steps: determines reference target, and sends nanometer wave signal to reference target;The echo-signal after reference target reflects is received with the different receiving antenna in two positions, obtains wave-path rate;The nanometer wave signal of transmission is converted to narrowband low-angle to be irradiated, then emission nanometer wave signal;New echo-signal is received, and the minor change of final goal body is obtained according to the wave-path rate;The number for counting final goal body minor change in the set time, obtains the respiratory rate of target.The present invention can distally accurately measure and recording respiration.

Description

A kind of respiratory rate monitoring method based on nanometer wave technology
Technical field
The present invention relates to monitoring of respiration technical fields, more particularly to a kind of respiratory rate monitoring side based on nanometer wave technology Method.
Background technique
Now, with people's lives level improve, itself health and happiness are important to note that and are concerned about, people for Expectation far from other detection modes other than medical environment is also improving.In practice for old man other than professional medical mechanism When unattended, when travelling outdoors;The discomfort that may especially occur when taking pleasure boat will lead to physiology Variation, sudden illness often make household be caught unprepared.
Respiratory rate is an important sign of life, and respiratory rate and breathing pattern are also considered as the personal basis health of reflection The good index of situation can contribute to understand the holistic health and sleep product of a people by the monitoring to respiratory rate Matter.Respiratory rate monitoring device currently on the market, most technologies be it is intrusive, need testee and measuring device being connected to one It rises.Even simple electromechanical respiratory rate measurement generally also must bind an elastic webbing in the chest of testee.Other sound Learn technical requirements and device be connected to the neck of testee, and capacitance technology then require to install in bed a kind of bed mattress special or Sensing element is installed on the body of testee.Existing mode is not suitable for public guest room using being all inconvenient yet.
Summary of the invention
Technical problem to be solved by the invention is to provide a kind of respiratory rate monitoring methods based on nanometer wave technology, can It is distally accurately measuring and recording respiration.
The technical solution adopted by the present invention to solve the technical problems is: providing a kind of respiratory rate based on nanometer wave technology Monitoring method, comprising the following steps:
(1) it determines reference target, and sends nanometer wave signal to reference target;
(2) echo-signal after reference target reflects is received with the different receiving antenna in two positions, obtains wave-path Rate;
(3) the nanometer wave signal of transmission is converted to narrowband low-angle to be irradiated, then emission nanometer wave signal;
(4) new echo-signal is received, and the minor change of final goal body is obtained according to the wave-path rate;
(5) number for counting final goal body minor change in the set time, obtains the respiratory rate of final goal.
The step (2) specifically includes following sub-step:
(21) signal will be emitted as reference signal, respectively by the received echo-signal of two receiving antennas and reference signal Difference frequency processing is done, signal two receiving antennas is obtained treated;
(22) obtain two receiving antennas treated signal is subjected to related operation, obtains the mutual of two echo-signals Correlation function;
(23) according to the cross-correlation function, where estimating the highest spectral peak of two echo-signals with frequency estimating methods The corresponding frequency values in position;
(24) according to the corresponding frequency values in highest spectral peak position and two receiving antennas difference of two echo-signals Linear relationship between the wave path-difference of the echo-signal received obtains the echo-signal that two receiving antennas are respectively received Wave-path rate.
The calculation of wave path-difference rate is td=2R/c in the step (24), wherein td is wave-path rate, and R is reference For target at a distance from emitter, c is the light velocity.
Pass through td/f in the step (3)0=(T/2)/F converts the nanometer wave signal of transmission, wherein td is wave Path difference rate, f0For the difference on the frequency for emitting signal and echo-signal, T is the nanometer wave period of modulation, and F is the nanometer wave band of modulation It is wide.
Low-angle in the step (3) is 1-15 degree.
Target body is obtained by the trigonometric function relationship between echo-signal and the spacing of receiving antenna in the step (4) The minor change of body, wherein the distance of final goal is according to R'=[(c*T)/4F] * f0Be calculated, R' be final goal with The distance of emitter, c are the light velocity, and T is the nanometer wave period of modulation, and F is the nanometer wave bandwidth of modulation, f0For transmitting signal with The difference on the frequency of echo-signal.
Further include the steps that reducing noise using deep learning frame training mode in the step (4).
Beneficial effect
Due to the adoption of the above technical solution, compared with prior art, the present invention having the following advantages that and actively imitating Fruit: the present invention, as monitoring medium, without contacting with body, will not be waited objects to hinder using nanometer wave by clothes or bed Hinder, can distally accurately measure and recording respiration.
Detailed description of the invention
Fig. 1 is flow chart of the invention;
Fig. 2 is the structural schematic diagram of nanometer wave sensing device in the present invention;
Fig. 3 is the trigonometric function relation schematic diagram between echo-signal and the spacing of receiving antenna.
Specific embodiment
Present invention will be further explained below with reference to specific examples.It should be understood that these embodiments are merely to illustrate the present invention Rather than it limits the scope of the invention.In addition, it should also be understood that, after reading the content taught by the present invention, those skilled in the art Member can make various changes or modifications the present invention, and such equivalent forms equally fall within the application the appended claims and limited Range.
Embodiments of the present invention are related to a kind of respiratory rate monitoring method based on nanometer wave technology, as shown in Figure 1, including Following steps: it determines target, and sends nanometer wave signal to target;It is received with the different receiving antenna in two positions and passes through target Echo-signal after reflection obtains wave-path rate;The nanometer wave signal of transmission is converted to narrowband low-angle to be irradiated, then is sent out Penetrate nanometer wave signal;New echo-signal is received, and the minor change of intended body is obtained according to the wave-path rate;Statistics is solid The number for interior intended body minor change of fixing time, obtains the respiratory rate of target.
The structure of the nanometer wave sensing device used in present embodiment is as shown in Figure 2 comprising at least two set side by side The receiving antenna and at least one transmitting antenna set, when use, can be installed on roof.When being detected, specifically Steps are as follows:
Step 1: determining target, nanometer wave signal is sent from transmitting antenna to target after determination.
Step 2: receiving the echo-signal after target reflects with the different receiving antenna in two positions, wave-path is obtained Rate.Its detailed process are as follows: using transmitting signal as reference signal, respectively by two received echo-signals of receiving antenna and ginseng It examines signal and does difference frequency processing, obtain two receiving antennas treated signal;By obtain two receiving antennas treated letter Number carry out related operation, obtain the cross-correlation function of two echo-signals.According to the cross-correlation function, frequency estimating methods are used Estimate the corresponding frequency values in highest spectral peak position of two echo-signals.According to the highest spectral peak institute of two echo-signals Linear relationship between the wave path-difference for the echo-signal that the corresponding frequency values in position and two receiving antennas are respectively received, obtains The wave-path rate for the echo-signal being respectively received to two receiving antennas.Wave-path rate calculation are as follows: td=2R/c, In, td is wave-path rate, and R is reference target at a distance from emitter, and c is the light velocity.
It is irradiated Step 3: the nanometer wave signal of transmission is converted to narrowband low-angle after obtaining wave-path rate, then Emission nanometer wave signal.Wherein, pass through td/f0=(T/2)/F converts the nanometer wave signal of transmission, wherein td is wave Path difference rate, f0For the difference on the frequency for emitting signal and echo-signal, T is the nanometer wave period of modulation, and F is the nanometer wave band of modulation It is wide.The range of low-angle in present embodiment is 1-15 degree.
Step 4: receiving new echo-signal, and the minor change of intended body is obtained according to the wave-path rate.This reality The mode of applying is to obtain the minor change of intended body by the trigonometric function relationship between echo-signal and the spacing of receiving antenna, Its schematic diagram is as shown in figure 3, azimuth angle alphaAZIt is between receiving antenna RX1 and receiving antenna RX2 by nanometer wave sensing device Geometric distance d and two nanometer wave sensing devices the received reflection echo of receiving antenna phase difference b, then pass through What trigonometric function was calculated, wherein the distance of final goal is according to R'=[(c*T)/4F] * f0It is calculated, R' is final For target at a distance from emitter, c is the light velocity, and T is the nanometer wave period of modulation, and F is the nanometer wave bandwidth of modulation, f0For transmitting The difference on the frequency of signal and echo-signal.According to azimuth angle alphaAZVariation can detect the minor change of intended body.It is worth one It is mentioned that, since nanometer wave sensitivity is very high, in order to improve accuracy, present embodiment also uses deep learning frame training mould Formula reduces noise to prevent from reporting by mistake.
Step 5: counting the number of intended body minor change in the set time, the respiratory rate of target is obtained, that is, It says, after detecting the minor change of intended body, can count in 1 minute, the number that minor change occurs, so Obtain the respiratory rate of target.
Step 6: according to the breathing rate conversion heart rate of target.
It it is not difficult to find that the present invention is suitable for the people of all age levels and figure, and is the monitoring of non-intrusion type, it can Protect the privacy of testee.The present invention using nanometer wave as monitoring medium, realize without contact with body can distally It accurately measures and recording respiration, entire monitoring process can be hindered by equal objects by clothes or bed without worry, be suitable for The room of monitoring camera-shooting should not be installed similar to public guest room etc..

Claims (7)

1. a kind of respiratory rate monitoring method based on nanometer wave technology, which comprises the following steps:
(1) it determines reference target, and sends nanometer wave signal to reference target;
(2) echo-signal after reference target reflects is received with the different receiving antenna in two positions, obtains wave-path rate;
(3) the nanometer wave signal of transmission is converted to narrowband low-angle to be irradiated, then emission nanometer wave signal;
(4) new echo-signal is received, and the minor change of final goal body is obtained according to the wave-path rate;
(5) number for counting final goal body minor change in the set time, obtains the respiratory rate of final goal.
2. the respiratory rate monitoring method according to claim 1 based on nanometer wave technology, which is characterized in that the step (2) following sub-step is specifically included:
(21) signal will be emitted as reference signal, respectively make the difference two received echo-signals of receiving antenna with reference signal Frequency is handled, and obtains two receiving antennas treated signal;
(22) obtain two receiving antennas treated signal is subjected to related operation, obtains the cross-correlation of two echo-signals Function;
(23) according to the cross-correlation function, the highest spectral peak position of two echo-signals is estimated with frequency estimating methods Corresponding frequency values;
(24) it is received respectively according to the corresponding frequency values in highest spectral peak position of two echo-signals with two receiving antennas Linear relationship between the wave path-difference of the echo-signal arrived obtains the wave-path for the echo-signal that two receiving antennas are respectively received Rate.
3. the respiratory rate monitoring method according to claim 1 based on nanometer wave technology, which is characterized in that the step (24) calculation of wave path-difference rate is td=2R/c in, wherein td is wave-path rate, and R is reference target and emitter Distance, c are the light velocity.
4. the respiratory rate monitoring method according to claim 1 based on nanometer wave technology, which is characterized in that the step (3) pass through td/f in0=(T/2)/F converts the nanometer wave signal of transmission, wherein td is wave-path rate, f0For transmitting letter Difference on the frequency number with echo-signal, T are the nanometer wave period of modulation, and F be the nanometer wave bandwidth modulated.
5. the respiratory rate monitoring method according to claim 1 based on nanometer wave technology, which is characterized in that the step (3) low-angle in is 1-15 degree.
6. the respiratory rate monitoring method according to claim 1 based on nanometer wave technology, which is characterized in that the step (4) minor change of intended body is obtained by the trigonometric function relationship between echo-signal and the spacing of receiving antenna in, In, the distance of final goal is according to R'=[(c*T)/4F] * f0It is calculated, R' is final goal at a distance from emitter, c For the light velocity, T is the nanometer wave period of modulation, and F is the nanometer wave bandwidth of modulation, f0For the frequency for emitting signal and echo-signal Difference.
7. the respiratory rate monitoring method according to claim 1 based on nanometer wave technology, which is characterized in that the step (4) further include the steps that reducing noise using deep learning frame training mode in.
CN201811078383.9A 2018-09-13 2018-09-13 A kind of respiratory rate monitoring method based on nanometer wave technology Pending CN109199389A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811078383.9A CN109199389A (en) 2018-09-13 2018-09-13 A kind of respiratory rate monitoring method based on nanometer wave technology

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811078383.9A CN109199389A (en) 2018-09-13 2018-09-13 A kind of respiratory rate monitoring method based on nanometer wave technology

Publications (1)

Publication Number Publication Date
CN109199389A true CN109199389A (en) 2019-01-15

Family

ID=64984043

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811078383.9A Pending CN109199389A (en) 2018-09-13 2018-09-13 A kind of respiratory rate monitoring method based on nanometer wave technology

Country Status (1)

Country Link
CN (1) CN109199389A (en)

Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN2741053Y (en) * 2004-11-04 2005-11-16 王秀芹 Kinematic sensor with micro-power
US20100152600A1 (en) * 2008-04-03 2010-06-17 Kai Sensors, Inc. Non-contact physiologic motion sensors and methods for use
CN102008291A (en) * 2010-10-11 2011-04-13 中国人民解放军第四军医大学 Single-channel UWB-based radar type life detection instrument for multi-target detection
CN102423261A (en) * 2011-09-20 2012-04-25 中国人民解放军第四军医大学 Ultra-wide bandwidth radar type non-contact life parameter real-time monitoring system
WO2013033524A2 (en) * 2011-08-31 2013-03-07 The Curators Of The University Of Missouri Hydraulic bed sensor and system for non-invasive monitoring of physiological data
CN103068304A (en) * 2010-08-12 2013-04-24 皇家飞利浦电子股份有限公司 Device, system and method for measuring vital signs
CN202942113U (en) * 2012-11-29 2013-05-22 中国人民解放军第四军医大学 Sleep respiratory function monitoring system based on infrared radiation detection
CN103257346A (en) * 2013-05-15 2013-08-21 桂林电子科技大学 Automotive anti-collision radar multi-target detecting method and system
CN103454691A (en) * 2013-08-22 2013-12-18 中国人民解放军第四军医大学 Scanning probing method and system based on UWB biological radar
CN103616729A (en) * 2013-11-06 2014-03-05 中国人民解放军第四军医大学 UWB bio-radar-based multiple-human body object estimation method and system
CN105005040A (en) * 2015-07-02 2015-10-28 厦门大学 Radar angle measurement method
CN105078458A (en) * 2014-05-07 2015-11-25 西门子公司 Magnetic resonance device having a motion detection unit and a method for detecting a movement of a patient
CN105764332A (en) * 2012-11-21 2016-07-13 i4c创新公司 Animal health and wellness monitoring using UWB radar
KR101688434B1 (en) * 2015-08-25 2016-12-23 재단법인대구경북과학기술원 Image acquisition apparatus and method
CN106569207A (en) * 2016-11-03 2017-04-19 深圳市景阳科技股份有限公司 Method and system for detecting whether a vehicle is parked at parking space

Patent Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN2741053Y (en) * 2004-11-04 2005-11-16 王秀芹 Kinematic sensor with micro-power
US20100152600A1 (en) * 2008-04-03 2010-06-17 Kai Sensors, Inc. Non-contact physiologic motion sensors and methods for use
CN103068304A (en) * 2010-08-12 2013-04-24 皇家飞利浦电子股份有限公司 Device, system and method for measuring vital signs
CN102008291A (en) * 2010-10-11 2011-04-13 中国人民解放军第四军医大学 Single-channel UWB-based radar type life detection instrument for multi-target detection
WO2013033524A2 (en) * 2011-08-31 2013-03-07 The Curators Of The University Of Missouri Hydraulic bed sensor and system for non-invasive monitoring of physiological data
CN102423261A (en) * 2011-09-20 2012-04-25 中国人民解放军第四军医大学 Ultra-wide bandwidth radar type non-contact life parameter real-time monitoring system
CN105764332A (en) * 2012-11-21 2016-07-13 i4c创新公司 Animal health and wellness monitoring using UWB radar
CN202942113U (en) * 2012-11-29 2013-05-22 中国人民解放军第四军医大学 Sleep respiratory function monitoring system based on infrared radiation detection
CN103257346A (en) * 2013-05-15 2013-08-21 桂林电子科技大学 Automotive anti-collision radar multi-target detecting method and system
CN103454691A (en) * 2013-08-22 2013-12-18 中国人民解放军第四军医大学 Scanning probing method and system based on UWB biological radar
CN103616729A (en) * 2013-11-06 2014-03-05 中国人民解放军第四军医大学 UWB bio-radar-based multiple-human body object estimation method and system
CN105078458A (en) * 2014-05-07 2015-11-25 西门子公司 Magnetic resonance device having a motion detection unit and a method for detecting a movement of a patient
CN105005040A (en) * 2015-07-02 2015-10-28 厦门大学 Radar angle measurement method
KR101688434B1 (en) * 2015-08-25 2016-12-23 재단법인대구경북과학기술원 Image acquisition apparatus and method
CN106569207A (en) * 2016-11-03 2017-04-19 深圳市景阳科技股份有限公司 Method and system for detecting whether a vehicle is parked at parking space

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
扶健华: "《无线电测向运动运力与方法》", 31 January 2016 *
陈泉: "非接触式生命信号特征提取方法研究", 《中国优秀硕士学位论文数据库》 *
陈琴,邬家龙: "《医用射线防护基础》", 30 November 2016 *

Similar Documents

Publication Publication Date Title
Wang et al. On CSI-based vital sign monitoring using commodity WiFi
Li et al. Wi-COVID: A COVID-19 symptom detection and patient monitoring framework using WiFi
US10401479B2 (en) Remote sensing of human breathing at a distance
KR101836761B1 (en) Apparatus for non-contact respiration detection using radar and method thereof
RU2531119C2 (en) Non-contact respiratory monitoring
US20220142478A1 (en) Radar cardiography: a precise cardiac data reconstruction method
CN108652601A (en) A kind of Sleep-Monitoring method, apparatus and radar system based on CW with frequency modulation millimetre-wave radar
Zhao et al. CRH: A contactless respiration and heartbeat monitoring system with COTS RFID tags
US20210353156A1 (en) Direct rf signal processing for heart-rate monitoring using uwb impulse radar
WO2007143535B1 (en) Apparatus, system, and method for monitoring physiological signs
CN108113706A (en) A kind of rhythm of the heart method, apparatus and system based on audio signal
JP2016135194A (en) Organism status detector
Uysal et al. RF-based noncontact respiratory rate monitoring with parametric spectral estimation
CN111685760B (en) Human body respiratory frequency calculation method based on radar measurement
CN114509749A (en) Indoor positioning detection system and method
CN106913335B (en) Apnea detection system
Giordano et al. Survey, analysis and comparison of radar technologies for embedded vital sign monitoring
CN110693454B (en) Sleep characteristic event detection method and device based on radar and storage medium
US10307069B2 (en) Bio signal measuring apparatus using bandwidth of pulse signal and user monitoring system including the same
CN109199389A (en) A kind of respiratory rate monitoring method based on nanometer wave technology
CN114098679B (en) Vital sign monitoring waveform recovery method based on deep learning and radio frequency sensing
CN109316174A (en) A kind of vital sign wireless monitoring method based on Waveform Design and back wave processing
KR20230077607A (en) Apparatus and method for determining a distance for measuring heartbeat based on temporal phase coherency
JP2019092726A (en) Biological information detection device and control method of biological information detection device
Wang et al. Separation and denoising of respiratory heartbeat signals based on millimeter-wave radar

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20190115