CN202681920U - Dressing type physical sign monitor based on compressed sensing - Google Patents

Dressing type physical sign monitor based on compressed sensing Download PDF

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Publication number
CN202681920U
CN202681920U CN2012202742591U CN201220274259U CN202681920U CN 202681920 U CN202681920 U CN 202681920U CN 2012202742591 U CN2012202742591 U CN 2012202742591U CN 201220274259 U CN201220274259 U CN 201220274259U CN 202681920 U CN202681920 U CN 202681920U
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sensor
chip microcomputer
circuit board
compressed sensing
main circuit
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康如婷
赵曙光
刘浩
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Donghua University
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, 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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/1455Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
    • A61B5/14551Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters for measuring blood gases
    • A61B5/14552Details of sensors specially adapted therefor

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  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
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  • Engineering & Computer Science (AREA)
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  • Heart & Thoracic Surgery (AREA)
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  • Animal Behavior & Ethology (AREA)
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  • Optics & Photonics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Cardiology (AREA)
  • Physiology (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)

Abstract

The utility model relates to a dressing type physical sign monitor based on compressed sensing. The dressing type physical sign monitor based on the compressed sensing comprises a cloth base band, temperature sensors, a main circuit board, connection cables and a finger tip module, wherein the main circuit board is arranged in the middle of the cloth base band, the temperature sensors corresponding to a left underarm position and a right underarm position are respectively arranged on the cloth base band, the main circuit board is provided with a single chip microcomputer, one of the temperature sensors, an electrocardio sensor, an acceleration sensor, a buzzer and an output module, the temperature sensor, the electrocardio sensor, the acceleration sensor, the buzzer and the output module are respectively connected with the single chip microcomputer, the single chip microcomputer is connected with the finger tip module through connection cables, the finger tip module is provided with a photoelectricity volume pulse sensor, a pressure sensor and a blood oxygen saturation sensor, and the photoelectricity volume pulse sensor, the pressure sensor and the blood oxygen saturation sensor are respectively connected with the single chip microcomputer through connection cables. The method of compressed sensing is adopted to quantize signals, and therefore the dressing type physical sign monitor based on the compressed sensing is more accurate in combined measurement of body temperature and is wider in application range, and a user can be rescued quickly under abnormal conditions.

Description

A kind of Wearable sign monitor based on compressed sensing
Technical field
This utility model belongs to medical monitoring electronic installation technical field, particularly relates to a kind of Wearable sign monitor based on compressed sensing.
Background technology
Along with the arrival of aging society, aging population increase rapidly, and aging, empty nesting phenomenon heal and become obvious.In addition, people more and more pay attention to healthy, and a large amount of sick and weak crowds needs long-term monitoring to take care of.Because the quickening of fierceness, work and the rhythm of life of social competition, people have no time to look after old or sick and weak relatives, and therefore nursing old, sick and weak colony has become a thorny social problem.Given this, some sign monitor systems are developed out, are used for the basic physiological parameter of long term monitoring human body, but existed system comes with some shortcomings, and it is in particular in:
(1) main equipment can only be measured and guard under quiescent conditions, and human body generally is mobile, so the main equipment scope of application is limited.
(2) large-scale sign monitoring equipment is expensive, is not suitable for popularizing and promoting.
(3) small-sized equipment complete machine power consumption is many, and the time that equipment charge can continue to monitor after once is shorter.
(4) system monitoring judging efficiency and accuracy are not high.
At present, being used for heart rate, blood pressure, body temperature and blood oxygen saturation that clinical sign monitor can be measured human body, playing an important role in the patient performs the operation enforcement, also is a kind of indispensable essential equipment in critical patient's clinical monitoring.Yet, they all can only be measured and guard under quiescent conditions, often need to when moving, people carry out timely monitor to sign in the actual life, record, present social senescence degree improves year by year, the old people is because age is high, cardiovascular and cerebrovascular disease, hypertension, the disease such as cat fever and respiratory tract infection is more and more serious to old people's harm, the anomalous body symptom conditions such as heart attack or the apoplexy of falling have very large occasionality and sudden, therefore in the urgent need to a kind of sign monitor system of Wearable, make people know at any time oneself health, when serious can and alarm, prompting.
The pathological changes of human body and rehabilitation are processes of accumulating over a long period, Wearable sign monitor system detects the various physiologic informations such as body temperature, pulse continuously, can carry out trace analysis to physiological trend or therapeutic effect, help early discovery or the rehabilitation of disease, and in the unusual situation of sign, make emergency reaction.For example, when suitable caution appears sending when to a certain degree making a variation in physiological function, ring etc. such as buzzer, in order to take corresponding emergency measure.
Summary of the invention
Technical problem to be solved in the utility model provides a kind of Wearable physical sign monitoring system based on compressed sensing, can realize for a long time wearer sign information being carried out the checkout gear of monitoring record.This system can carry out long-term noinvasive continuous monitoring to the sign situation under human body natural's state, and carries out real-time state indication or unusual sign alarm according to system's setting.
The technical scheme that its technical problem that solves this utility model adopts is: a kind of Wearable sign monitor based on compressed sensing is provided, comprise cloth matter base band, temperature sensor, main circuit board, connection cable, the finger tip module, nylon fastener belt is equipped with at described cloth matter base band two can be worn on place, real user chest, main circuit board is installed in the middle of the described cloth matter base band, the corresponding human body of described cloth matter base band left and right sides underarm region respectively is equipped with 1 temperature sensor, in the described main circuit board single-chip microcomputer is installed, in the described main circuit board temperature sensor is installed, EGC sensor, acceleration transducer, single-chip microcomputer, buzzer, output module and being connected with single-chip microcomputer respectively, described single-chip microcomputer connects the finger tip module by connection cable, photoelectricity volume pulse transducer is arranged in the described finger tip module, pressure transducer and oximetry sensor, described photoelectricity volume pulse transducer, pressure transducer is connected connection cable and is connected with single-chip microcomputer respectively with oximetry sensor.
Described main circuit board output module be flexible display screen, bluetooth with or wireless communication module.
The single-chip microcomputer of installing in the described outstanding circuit board is MSP type single-chip microcomputer.
There is photoelectricity volume pulse transducer to adopt OPT101 type sensor in the described finger tip module.
Pressure transducer is selected BP01 type pressure transducer in the described finger tip module.
The acceleration transducer that single-chip microcomputer connects in the described main circuit board adopts the three axially low gravity accelerometer MMA7260Q based on MEMS (MEMS) of Freescale exploitation.
Traditional sampling process must satisfy nyquist sampling theorem, and namely sampling rate must be greater than the twice ability Accurate Reconstruction primary signal of signal bandwidth.Yet sampling according to this theorem to produce a large amount of data, causes the waste of memory space, brings immense pressure also for simultaneously the sampling of signal, transmission.In order to alleviate the pressure of limited resources, this utility model adopts compression sensing method that physiological signal is carried out Sampling Compression.The processing procedure that is different from traditional Nyquist theory, compressive sensing theory carries out simultaneously to sampling and the compression of signal, utilize the sparse property of signal, with the speed far below the nyquist sampling rate signal is carried out the non-self-adapting projection measurement, the gained measured value is the projection from the higher-dimension to the low-dimensional, a measured value has comprised the information of all samples, then finds the solution optimization problem and just can accurately reconstruct primary signal from observation.
6 signs such as this utility model monitoring measured body temperature, pulse, electrocardio, blood pressure, blood oxygen saturation, acceleration are as follows:
(1) measurement of bldy temperature, temperature sensor are measured the analogue value of measured's body temperature, then use the compression sensing method Sampling Compression, revise, compensate by the relation between three temperature sensor measurement values, finally are presented on the flexible display screen.
(2) pulses measure adopts photoelectricity volume pulse tracing to measure.When the light beam irradiates of certain wavelength arrives the finger tip skin surface, light beam will be sent to photelectric receiver by transmission or reflection mode.Owing to be subject to the attenuation by absorption effect of finger tip integumentary musculature and blood, the light intensity that detector detects will weaken in this process.Wherein skin, muscular tissue etc. are to keep invariable in whole blood circulation to Optical Absorption, and the volumetric blood in the skin is the pulsation variation under key role, the peripheral blood capacity is maximum when heart shrinks, and absorbing amount is also maximum, and the light intensity that detects is minimum; And just in time opposite when diastole, the light intensity that detects is maximum, and the light intensity that optical receiver is received is pulsating nature thereupon and changes.Convert this intensity variation signal to the signal of telecommunication, compressed perception is delivered to single-chip microcomputer with signal again, just can obtain the variation of volume pulse blood after being processed by single-chip microcomputer.
(3) electrocardiosignal is measured, and adopts compression sensing method to carry out the A/D conversion in the metering-in control system after the signal process amplification that the electrocardioelectrode sheet collects, the Filtering Processing, and the digital quantity after the conversion will carry out Storage and Processing by Single-chip Controlling.
(4) blood pressure measurement utilizes pressure transducer to measure the pressure simulation value at tremulous pulse place, and then compressed perception is converted to digital quantity, processes through single-chip microcomputer and calculates high pressure, the low pressure that can conveniently try to achieve the measured, has avoided pressurization to measure, thereby realizes traverse measurement.
(5) oxygen saturation measurement utilizes the optoelectronic induction method to measure, and the optoelectronic induction ring is with the mode of illumination projection, by oxygen concentration in the brightness measuring blood of blood printing opacity.
(6) acceleration analysis, whether acceleration transducer can record measured's accekeration, fall in order to detect the measured.
Work process of the present utility model is to carry out the physical sign parameters collection analysis under Single Chip Microcomputer (SCM) program control, thereby carries out the sign state monitoring:
Program initialization after the start → startup biosensor acquired signal → analogue signal is sampled, compression, storage, be the applied compression cognitive method with sensor acquisition to the analogue signal Sampling Compression be digital signal and every sign signal and the standard signal storing → will collect are made comparisons, occur reporting to the police when unusual → with all sign monitor signal Combined Treatment that collects, analyze the health of judging the measured, occur unusually then starting do not close yet after if buzzing warnings → buzzing warning continues for some time then start bluetooth module towards periphery the crowd send help information, start simultaneously wireless communication module warning message sent to the default phone number that is associated.
Beneficial effect
The improved beneficial effect of this utility model is:
1, adopt compression sensing method that analog signal sampling is quantized, compare with traditional nyquist sampling, method of the present utility model can be saved memory space in a large number, reduces system power dissipation, increases the service life.
2, adopt a plurality of temperature sensor combined measurement body temperature, can mutually revise between these measured values, compensate, so that the body temperature value that finally obtains is more accurate.
3, acceleration transducer can judge effectively rapidly whether the measured falls, and has widened the use face of equipment.
The multinomial sign combined signal analyzing and processing that 4, will collect can judge more accurately that measured's health is in health or morbid state.
5, type of alarm variation under the abnormal conditions is in order to obtain the soonest relief.
Description of drawings
Fig. 1 is this utility model structural representation.
Fig. 2 is that (3) single-chip microcomputer of main circuit board in this utility model and sensor just reach sketch map.
Fig. 3 is the sketch map of the corresponding position of human body of each sensor after this utility model is dressed.
Fig. 4 is that this utility model is to the program flow diagram of user sign state monitoring.
Fig. 5 output amplitude and irradiation light wavelength relationship.
Fig. 6 irradiation light angle of incidence and output amplitude relation.
Fig. 7 is inside equivalent circuit and the outline packages sketch map figure of BP01 in this utility model.
Fig. 8 is OPT101 type sensor internal electrical block diagram in this utility model.
The specific embodiment
Below in conjunction with specific embodiment, further set forth this utility model.Should be understood that these embodiment only are used for explanation this utility model and are not used in the scope of the present utility model that limits.Should be understood that in addition those skilled in the art can make various changes or modifications this utility model after the content of having read this utility model instruction, these equivalent form of values fall within the application's appended claims limited range equally.
Extremely shown in Figure 8 such as Fig. 1, a kind of Wearable sign monitor based on compressed sensing, comprise cloth matter base band 1, temperature sensor 2, main circuit board 3, connection cable 4, finger tip module 5, nylon fastener belt is equipped with at described cloth matter base band 1 two can be worn on place, real user chest, in the middle of the described cloth matter base band 1 main circuit board 3 is installed, described cloth matter base band 1 corresponding human body left and right sides underarm region respectively is equipped with 1 temperature sensor 2, in the described main circuit board 3 single-chip microcomputer is installed, in the described main circuit board 3 temperature sensor is installed, EGC sensor, acceleration transducer, single-chip microcomputer, buzzer, output module and being connected with single-chip microcomputer respectively, described single-chip microcomputer connects finger tip module 5 by connection cable 4, photoelectricity volume pulse transducer is arranged in the described finger tip module 5, pressure transducer and oximetry sensor, described photoelectricity volume pulse transducer, pressure transducer is connected connection cable 4 and is connected with single-chip microcomputer respectively with oximetry sensor.
Described main circuit board 3 output modules be flexible display screen, bluetooth with or wireless communication module.
The single-chip microcomputer of installing in the described outstanding circuit board 3 is MSP type single-chip microcomputer.
There is photoelectricity volume pulse transducer to adopt OPT101 type sensor in the described finger tip module 5.
Pressure transducer is selected BP01 type pressure transducer in the described finger tip module 5.
The acceleration transducer that single-chip microcomputer connects in the described main circuit board 3 adopts the three axially low gravity accelerometer MMA7260Q based on MEMS (MEMS) of Freescale exploitation.
In the Wearable physical sign monitoring system based on compressed sensing, after single-chip microcomputer is received the signal that each sensor transmits, the applied compression cognitive method is digital signal with the analogue signal Sampling Compression and stores, then the signal value and the standard signal that collect are made comparisons, occur reporting to the police when unusual, if every signal all normal then single-chip microcomputer with all sign monitor signal Combined Treatment that collects, analyze the health of judging the measured, buzzer warning appears unusually then starting, and show measured's detailed sign information at flexible display screen, if measured's health is well then sensor continues acquired signal gives single-chip microcomputer and process.Behind the buzzer warning, if continue for some time close not yet then start bluetooth module towards periphery Bluetooth terminal send help information, start simultaneously wireless communication module warning message sent to the default phone number that is associated.
The introduction of module and parameter declaration:
1, photoelectricity volume pulse transducer
According to langbobier law, material is directly proportional at the absorbance at certain wavelength place and its concentration.When the illumination of constant wavelength is mapped on the tissue, will reflect to a certain extent the architectural feature of illuminated position tissue by the light intensity that measures behind tissue absorption, the reflection loss.Pulse is mainly produced by human body artery diastole and contraction, at the human body finger tip, tremulous pulse component content in the tissue is high, and relative other people soma of finger tip thickness is thinner, it is relatively large to see through the light intensity that detects behind the finger, so the measuring point of photo-electric pulse transducer is usually at the human body finger tip.
Native system photoelectricity volume pulse transducer adopts OPT101 type sensor.OPT101 type sensor is that light harvesting sensing device and signal amplify the device in one, adopts single power supply, piezoelectricity output, and output voltage is linear change with the light intensity that shines light-sensitive device.OPT101 type sensor internal circuit structure as shown in Figure 8.
The feedback network that 1M Ω and 3pF form in the application sheet, soon pin 4,5 connections namely consist of basic application circuit, this sensor is positioned at the B of system part, at this moment relation such as Fig. 5 of the output amplitude of circuit and irradiation light wavelength, and the angle of incidence of irradiation light and the relation of output amplitude are as shown in Figure 6.
2, pressure transducer
Mechanics sensor of a great variety is such as resistance strain gage pressure transducer, semiconductor gauge pressure transducer, piezoresistive pressure sensor, inductance pressure transducer, capacitance pressure transducer, and resonance type pressure sensor etc.But what be most widely used is piezoresistive pressure sensor, and it has extremely low price and higher precision and linear characteristic preferably.
The blood pressure measurement module of native system is selected BP01 type pressure transducer, it be for Monitoring of blood pressure custom-designed, adopt the encapsulation of accurate thick film ceramic chip and nylon plastic(s), have high linearity, low noise and the little characteristics of extraneous stress, its inner equivalent circuit and outline packages are as shown in Figure 7.BP01 has adopted inner demarcation and temperature-compensating mode, thereby precision, the stability and repeatable measured have been improved, in the gamut scope, precision is ± 1%, zero point, imbalance was not more than ± 300 μ V, the blood pressure measurement scope of this blood pressure measurement module is 0~200mmHg, and resolution is 0.1mmHg.
3, acceleration transducer
Because native system need to carry out fall detection, therefore adopt acceleration transducer.
Native system adopts the three axially low gravity accelerometer MMA7260Q based on MEMS (MEMS) of Freescale exploitation, and this is a low-cost minisize condenser type acceleration transducer.This chip has adopted signal condition, single pole low-pass filter and technique for temperature compensation, it is a single-chip device, have three axial measuring abilities, read falling, tilt, move, place, shake and waving of low gravity horizontal with high sensitivity, make native system intelligently response position, orientation and mobile variation.The MMA7260Q package dimension is very little, only needs less board space, and quick startup and park mode also are provided in addition, reaches the requirement of native system low-power consumption.
The MMA7260Q chip is widely used in each field, and for different application, the acceleration of gravity rank has different selections, and what the human body fall detection was applicable in the native system is the rank of 1~2g.MMA7260Q three axle acceleration sensors are the sensors that detect object motion and direction, and it changes the magnitude of voltage of output signal according to object motion and direction.The signal of each axle do not move or not by the state of action of gravity under (0g), it is output as 1.65V.If along some direction activities, perhaps be subject to action of gravity, output voltage will change according to the transducer sensitivity of its direction of motion and setting its output voltage, reads this output signal with the A/D converter of single-chip microcomputer (G), just can detect its motion and direction.
4, the Sampling Compression of compressed sensing and signal
A key foundation of modern signal processing is Shannon Sampling Theory: a signal can be determined by its bandwidth by the desired discrete sample number of undistorted reconstruction.But Shannon's sampling theorem is the abundant inessential condition of a signal reconstruction.Compressed sensing is as a new sampling theory, and it can at the discrete sample that obtains signal under the condition of nyquist sampling rate, guarantee the undistorted reconstruction of signal.
The core concept of compressive sensing theory mainly comprises 2 points.First is the sparsity structure of signal.Traditional Shannon sampled signal method for expressing has only developed the minimum prior information that is sampled signal, the i.e. bandwidth of signal.But, a lot of wide concerned signals in the actual life, with respect to the degree of freedom of its bandwidth information, the construction features of signal self is determined by less a part of degree of freedom.In other words, be exactly in information loss situation seldom, sort signal can represent with digital coding seldom.So on this meaning, such signal is sparse signal (physiological signal that gathers in this utility model all is sparse signal for perhaps approximate sparse signal, compressible signal, empirical tests).Uncorrelated characteristic more in addition.The obtaining of the useful information of sparse signal can shorten signal pressure into less sample data by the method for sampling of a non-self-adapting and finish.The method of sampling of compressed sensing is one and simply signal is carried out relevant operation with one group of waveform of determining that it is incoherent with the evacuated space at signal place that these waveforms require.
The realization of compressed sensing in this utility model: at first use sensor acquisition measured's sign monitoring analogue signal and with its quantification, namely obtain the linear measurement of primary signal, follow the simulation/transcriber based on the compressed sensing theory, utilize a definite observing matrix (" the one group of waveform determined " namely above mentioned) to carry out matrix multiple with the sign monitor signal that quantizes, thereby realize compression, utilize rear end DSP restructural primary signal or directly calculate the information such as statistical data of primary signal.
Compression sensing method has been abandoned the redundancy in the current demand signal sampling, and it directly obtains compression samples from the continuous time signal conversion, then adopts optimization method to process compression samples in Digital Signal Processing.This also is inventive point of the present utility model place having played important function aspect saving data space of the present utility model, the reduction power consumption.
During use, cloth matter base band 1 is tied up to measured's chest locations, finger tip module 5 is worn on measured's thumb, sensor and optoelectronic induction ring are collected the human body physical sign key element, input main frame (single-chip microcomputer) carries out signal detection, processing, simultaneously information is presented on the flexible display screen, and determines whether report to the police and carry out warning of which kind of mode etc. according to the monitoring situation.
Embodiment one
Old man's accidental falls, the measured value that single-chip microcomputer detects acceleration transducer surpasses default standard value, then start buzzer warning, inform near the surrounding population old people's accidental falls is arranged, do not close yet then and send help information near Bluetooth terminal if continue for some time buzzer, simultaneously warning message is sent to the default phone number that is associated.
Embodiment two
Old man's heart disease is sent out, the measured value that single-chip microcomputer detects core signal sensor exceeds default standard value, namely might tachycardia, heart beating crosses slow or arrhythmia, then start buzzer warning, inform near the surrounding population aged patients with heart diseases burst is arranged, do not close yet then and send help information near Bluetooth terminal if continue for some time buzzer, simultaneously warning message is sent to the default phone number that is associated.

Claims (6)

1. Wearable sign monitor based on compressed sensing, comprise cloth matter base band (1), temperature sensor (2), main circuit board (3), connection cable (4), finger tip module (5), it is characterized in that, nylon fastener belt is equipped with at described cloth matter base band (1) two can be worn on place, real user chest, main circuit board (3) is installed in the middle of the described cloth matter base band (1), the corresponding human body of described cloth matter base band (1) left and right sides underarm region respectively is equipped with 1 temperature sensor (2), described main circuit board is equipped with single-chip microcomputer in (3), described main circuit board is equipped with temperature sensor in (3), EGC sensor, acceleration transducer, single-chip microcomputer, buzzer, output module and being connected with single-chip microcomputer respectively, described single-chip microcomputer connects finger tip module (5) by connection cable (4), photoelectricity volume pulse transducer is arranged in the described finger tip module (5), pressure transducer and oximetry sensor, described photoelectricity volume pulse transducer, pressure transducer is connected connection cable (4) and is connected with single-chip microcomputer respectively with oximetry sensor.
2. a kind of Wearable sign monitor based on compressed sensing according to claim 1 is characterized in that, described main circuit board (3) output module be flexible display screen, bluetooth with or wireless communication module.
3. a kind of Wearable sign monitor based on compressed sensing according to claim 1 is characterized in that, the single-chip microcomputer of installing in the described outstanding circuit board (3) is MSP type single-chip microcomputer.
4. a kind of Wearable sign monitor based on compressed sensing according to claim 1 is characterized in that, has photoelectricity volume pulse transducer to adopt OPT101 type sensor in the described finger tip module (5).
5. a kind of Wearable sign monitor based on compressed sensing according to claim 1 is characterized in that, pressure transducer is selected BP01 type pressure transducer in the described finger tip module (5).
6. a kind of Wearable sign monitor based on compressed sensing according to claim 1, it is characterized in that what the acceleration transducer that single-chip microcomputer connects in the described main circuit board (3) adopted the Freescale exploitation is three axially low gravity accelerometer MMA7260Q of MEMS based on MEMS.
CN2012202742591U 2012-06-12 2012-06-12 Dressing type physical sign monitor based on compressed sensing Expired - Fee Related CN202681920U (en)

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Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103235607A (en) * 2013-03-28 2013-08-07 上海大学 Portable automatic emergency oxygen supply apparatus
CN104939809A (en) * 2015-07-01 2015-09-30 苏州奥莱维信息技术有限公司 Body temperature detection system
CN105054904A (en) * 2015-07-01 2015-11-18 苏州奥莱维信息技术有限公司 Body temperature detection method based on communication mode
CN106974640A (en) * 2017-04-12 2017-07-25 广东工业大学 A kind of remote heart monitoring system
CN108852340A (en) * 2018-05-17 2018-11-23 广东工业大学 A kind of ECG Gathering System, device and computer readable storage medium
CN108968933A (en) * 2018-06-23 2018-12-11 苏强 Cardiovascular and cerebrovascular disease detection device
CN109259755A (en) * 2018-09-02 2019-01-25 铂元智能科技(北京)有限公司 More life sign measurement patches and method
CN109497973A (en) * 2018-12-24 2019-03-22 兰州理工大学 The detection system and detection method of pulse and blood oxygenation information under daily unsupervised state
CN111973324A (en) * 2020-08-20 2020-11-24 四川大学华西医院 Orthopedic implant system based on stress self-adaption controllable adjustment and control method thereof

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103235607A (en) * 2013-03-28 2013-08-07 上海大学 Portable automatic emergency oxygen supply apparatus
CN104939809A (en) * 2015-07-01 2015-09-30 苏州奥莱维信息技术有限公司 Body temperature detection system
CN105054904A (en) * 2015-07-01 2015-11-18 苏州奥莱维信息技术有限公司 Body temperature detection method based on communication mode
CN106974640A (en) * 2017-04-12 2017-07-25 广东工业大学 A kind of remote heart monitoring system
CN108852340A (en) * 2018-05-17 2018-11-23 广东工业大学 A kind of ECG Gathering System, device and computer readable storage medium
CN108968933A (en) * 2018-06-23 2018-12-11 苏强 Cardiovascular and cerebrovascular disease detection device
CN109259755A (en) * 2018-09-02 2019-01-25 铂元智能科技(北京)有限公司 More life sign measurement patches and method
CN109497973A (en) * 2018-12-24 2019-03-22 兰州理工大学 The detection system and detection method of pulse and blood oxygenation information under daily unsupervised state
CN111973324A (en) * 2020-08-20 2020-11-24 四川大学华西医院 Orthopedic implant system based on stress self-adaption controllable adjustment and control method thereof
CN111973324B (en) * 2020-08-20 2022-11-11 四川大学华西医院 Orthopedic implant system based on stress self-adaption controllable adjustment and control method thereof

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