CN116616786A - Intelligent wearable electrocardiograph and respiratory detection garment - Google Patents
Intelligent wearable electrocardiograph and respiratory detection garment Download PDFInfo
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- CN116616786A CN116616786A CN202310189453.2A CN202310189453A CN116616786A CN 116616786 A CN116616786 A CN 116616786A CN 202310189453 A CN202310189453 A CN 202310189453A CN 116616786 A CN116616786 A CN 116616786A
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- 238000001514 detection method Methods 0.000 title claims abstract description 35
- 230000000241 respiratory effect Effects 0.000 title description 3
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- 230000029058 respiratory gaseous exchange Effects 0.000 claims abstract description 32
- 230000008859 change Effects 0.000 claims abstract description 12
- 230000036541 health Effects 0.000 claims abstract description 9
- 239000004020 conductor Substances 0.000 claims abstract description 6
- 210000000115 thoracic cavity Anatomy 0.000 claims abstract description 5
- 230000033001 locomotion Effects 0.000 claims description 16
- 238000012544 monitoring process Methods 0.000 claims description 12
- 229920000620 organic polymer Polymers 0.000 claims description 9
- 239000002861 polymer material Substances 0.000 claims description 9
- 230000008054 signal transmission Effects 0.000 claims description 6
- 210000002615 epidermis Anatomy 0.000 claims description 4
- 230000005540 biological transmission Effects 0.000 claims description 3
- 238000010030 laminating Methods 0.000 claims description 3
- 238000012545 processing Methods 0.000 claims description 3
- 239000008204 material by function Substances 0.000 claims description 2
- 230000004118 muscle contraction Effects 0.000 claims description 2
- 238000011897 real-time detection Methods 0.000 abstract description 8
- 239000000463 material Substances 0.000 abstract description 3
- 230000005611 electricity Effects 0.000 description 9
- 230000006872 improvement Effects 0.000 description 9
- 210000000038 chest Anatomy 0.000 description 5
- 208000017667 Chronic Disease Diseases 0.000 description 4
- 238000011161 development Methods 0.000 description 3
- 230000018109 developmental process Effects 0.000 description 3
- 238000003745 diagnosis Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
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- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
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- 238000011160 research Methods 0.000 description 2
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- 208000006545 Chronic Obstructive Pulmonary Disease Diseases 0.000 description 1
- 206010014561 Emphysema Diseases 0.000 description 1
- 206010033557 Palpitations Diseases 0.000 description 1
- 230000032683 aging Effects 0.000 description 1
- 208000006673 asthma Diseases 0.000 description 1
- 230000036760 body temperature Effects 0.000 description 1
- 206010006451 bronchitis Diseases 0.000 description 1
- 208000007451 chronic bronchitis Diseases 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 208000029078 coronary artery disease Diseases 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
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- 230000002427 irreversible effect Effects 0.000 description 1
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Classifications
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
- A61B5/332—Portable devices specially adapted therefor
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/08—Measuring devices for evaluating the respiratory organs
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/25—Bioelectric electrodes therefor
- A61B5/251—Means for maintaining electrode contact with the body
- A61B5/256—Wearable electrodes, e.g. having straps or bands
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/25—Bioelectric electrodes therefor
- A61B5/279—Bioelectric electrodes therefor specially adapted for particular uses
- A61B5/28—Bioelectric electrodes therefor specially adapted for particular uses for electrocardiography [ECG]
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
- A61B5/321—Accessories or supplementary instruments therefor, e.g. cord hangers
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
- A61B5/33—Heart-related electrical modalities, e.g. electrocardiography [ECG] specially adapted for cooperation with other devices
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
- A61B5/6804—Garments; Clothes
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Heart & Thoracic Surgery (AREA)
- Surgery (AREA)
- Biophysics (AREA)
- Pathology (AREA)
- Engineering & Computer Science (AREA)
- Biomedical Technology (AREA)
- Veterinary Medicine (AREA)
- Medical Informatics (AREA)
- Molecular Biology (AREA)
- Physics & Mathematics (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Cardiology (AREA)
- Physiology (AREA)
- Pulmonology (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
Abstract
The application discloses an intelligent wearable electrocardiograph respiration detection garment, which relates to the technical field of intelligent wearable equipment. The application has the advantages that: the intelligent wearable electrocardiograph respiration detection garment is a soft and comfortable wearable product developed for human respiration and electrocardiograph health detection, is integrally made of high-flexibility elastic cloth, is made of elastic conductive materials and organic high-molecular materials, can accurately identify and capture tiny deformation and real-time detection of dynamic electrocardiograph signals, and can realize that mechanical vibration of a chest cavity when a human body breathes is changed into sensor electrical data and real-time twelve-lead electrocardiograph dynamic change of the human body.
Description
Technical Field
The application relates to the technical field of intelligent wearable equipment, in particular to intelligent wearable electrocardiographic respiration detection clothes.
Background
In recent years, with the improvement of the quality of life and the improvement of the medical and health level of people, the global population is gradually advancing toward the aging. The decrease of physical functions and immunity leads the elderly to be a high incidence of chronic diseases, especially cardiovascular diseases, coronary heart disease, sleep apnea, chronic obstructive pulmonary diseases (chronic bronchitis, emphysema and irreversible asthma) and the like, and chronic diseases are the main causes of death and disability of the elderly, and for prevention and monitoring of chronic diseases, social medical treatment is gradually changed from a mode of mainly disease treatment to a mode of early diagnosis and early treatment. Physiological parameter monitoring systems also need to transition from large medical care facilities in hospitals to small portable health care facilities in the home that can meet the general population. With the rapid development of embedded technology and internet of things technology, particularly the popularization of mobile terminals such as smart phones and the like, the development and popularization of 4G and 5G networks provide key technical support and equipment foundation for home health care and telemedicine.
Respiration is one of important physiological parameters of a human body, reflects the health condition of the human body, and is essential in applications such as sleep research, exercise training, patient monitoring or health in work, and continuous monitoring of physiological variables is critical to health and well-being applications. The electrocardiosignal is used as the comprehensive performance of the heart electric activity on the body surface, reflects the electric activity process of heart excitation, and has important reference value for the basic function of the heart and the pathological research aspect thereof. At the same time, body temperature signals and respiratory signals are also important basis for long-term diagnosis of potential chronic diseases. In the current medical system of China, patients only feel obvious symptoms such as palpitation, chest distress and the like, go to a hospital for diagnosis, and conventional physical examination and diagnosis are carried out. However, the conventional method can only provide physical condition information of a patient at a certain moment, but cannot monitor the change trend of the physiological parameters for a long time, so that useful information for guiding the prevention and treatment of diseases is obtained. In addition, the existing detection clothes are severely interfered during electrocardiograph monitoring, so that the detection result is inaccurate, the electrocardiograph signals cannot be fed back correctly, and misjudgment is easy to generate.
Disclosure of Invention
The present application aims to solve at least one of the technical problems existing in the prior art. Therefore, one purpose of the application is to provide an intelligent wearable electrocardiographic respiration detection garment, which can accurately identify and capture micro deformation of the thoracic and abdominal cavity and detect dynamic electrocardiographic signals in real time, can convert mechanical vibration of the thoracic and abdominal cavity during human respiration into change of sensor electrical data and change of twelve-lead dynamic electrocardiographic signals detected by a human body in real time, and improves convenience and instantaneity of electrocardiographic respiration detection of different groups in different scenes.
In order to solve the technical problems, the application provides an intelligent wearable electrocardiograph respiration detection garment which comprises a detection garment body, a flexible sensor, a fabric electrode and a circuit module, wherein the flexible sensor, the fabric electrode and the circuit module are arranged on the detection garment body and can monitor real-time dynamic electrocardiograph changes of a human body, the flexible sensor is in signal connection with the circuit module, the circuit module comprises a wireless signal transmission module which can be in wireless connection with a mobile phone for transmitting data, and the detection garment body is also provided with a lead pressurizing module for ensuring laminating pressure.
As an improvement, the detection clothing body is made of high-flexibility elastic cloth, elastic conductive materials and organic polymer materials, and can accurately identify and capture the micro deformation of the pleuroperitoneal cavity and detect dynamic electrocardiosignals in real time.
As an improvement, the flexible sensor is composed of skin-attached or high-flexibility elastic cloth, functional materials and organic polymer materials, and can accurately identify and capture tiny deformation, so that the mechanical vibration of the chest cavity when the human body breathes is converted into the change of the electrical data of the flexible sensor.
As an improvement, the fabric electrode can cushion vertical and lateral movements and reduce pressure changes under the fabric electrode due to body movements and muscle contractions, distribute movements to areas outside the fabric electrode itself, and stabilize the epidermis around the fabric electrode, helping to reduce movement artifacts.
As an improvement, the circuit module collects the electrical data and the electrocardio data acquired by the flexible sensor, and transmits the electrical data and the electrocardio data to the mobile phone APP through the wireless signal transmission module after processing, so that the real-time monitoring of respiration and electrocardio health is realized.
As an improvement, the flexible sensor adopts a flexible film sensor which is a tensile strain sensor.
As an improvement, the lead mode of the detection garment adopts a standard 12 lead.
As an improvement, the fabric electrode adopts a high-precision flexible dry electrode.
Compared with the prior art, the application has the advantages that:
the utility model provides a wearable electrocardio of intelligence detects clothing is to the human breathing and the healthy wearable product of a section of soft comfortable that detects development of electrocardio, the clothing wholly adopts the cloth of high gentle elasticity, elastic conductive material and organic polymer material constitute, can accurate discernment and catch tiny deformation and real-time detection dynamic electrocardio signal, can realize being the change of sensor electricity data and the real-time twelve lead electrocardio state changes of human body with the mechanical vibration of thorax when the human body breathes, circuit module is through collecting and handling the electricity data and the electrocardio data that sensor and electrode gathered, realize breathing and the healthy real-time supervision of electrocardio, promote the convenience and the instantaneity of electrocardio detection of different groups under different scenes, combine ergonomic principle, design lead pressurization module, guarantee laminating pressure.
The foregoing summary is for the purpose of the specification only and is not intended to be limiting in any way. In addition to the illustrative aspects, embodiments, and features described above, further aspects, embodiments, and features of the present application will become apparent by reference to the drawings and the following detailed description.
Drawings
In order to more clearly illustrate the embodiments of the application or the technical solutions in the prior art, the drawings that are necessary for the description of the embodiments or the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the application and that other drawings can be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a schematic structural view of the present application.
Fig. 2 is a schematic diagram of the effect of the original electrocardiosignal after noise reduction.
Fig. 3 is a view of the monitoring electrocardiogram of the present application.
Fig. 4 is a monitoring electrocardiogram II of the present application.
Fig. 5 is a monitoring electrocardiogram three of the present application.
Fig. 6 is a monitoring electrocardiogram four of the present application.
Fig. 7 is a strain-capacitance test curve of the present application.
Fig. 8 is a graph of displacement versus capacitance test for the present application.
Fig. 9 is a force-capacitance test curve of the present application.
Fig. 10 is a graph of real-time detection of normal breathing of a human body in accordance with the present application.
Fig. 11 is a waveform diagram of respiration and a schematic diagram of some key parameters of the respiration of the present application displayed in real time on the APP interface.
As shown in the figure: 1. detecting a clothes body; 2. a circuit module; 3. a fabric electrode; 4. a flexible sensor.
Detailed Description
Embodiments of the present application are described in detail below, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to like or similar elements or elements having like or similar functions throughout. The embodiments described below by referring to the drawings are illustrative only and are not to be construed as limiting the application.
In the description of the present application, it should be noted that, unless explicitly specified and limited otherwise, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be either fixedly connected, detachably connected, or integrally connected, for example; can be mechanically or electrically connected; can be directly connected or indirectly connected through an intermediate medium, and can be communicated with the inside of two elements or the interaction relationship of the two elements. The specific meaning of the above terms in the present application can be understood by those of ordinary skill in the art according to the specific circumstances.
The present application will be described in further detail with reference to the accompanying drawings.
Combining with fig. 1-6, an intelligent wearable electrocardiograph respiration detection clothing, including detecting clothing body 1, flexible sensor 4, fabric electrode 3 and circuit module 2, detect clothing body 1 and be made by the cloth of high gentle elasticity, elasticity conductive material and organic polymer material, can accurately discern and catch tiny deformation and real-time detection dynamic electrocardiograph signal, flexible sensor 4 comprises the cloth of attaching skin or high gentle elasticity, functional material and organic polymer material, can accurately discern and catch tiny deformation, thereby change the mechanical vibration of thorax when breathing the human body into flexible sensor 4 electricity data's change, fabric electrode 3 can cushion vertical and lateral movement and reduce because body motion and muscle shrink arouse pressure variation under the fabric electrode 3, disperse the motion to the region beyond fabric electrode 3 itself, and stabilize the epidermis around the fabric electrode 3, help reducing the motion artifact, circuit module 2 is through collecting the electricity data and the electrocardiograph data that flexible sensor 4 gathered, it is on the cell-phone to pass through wireless signal transmission module after the processing, realize breathing and on the flexible sensor 4 electricity data, can be connected with wireless sensor 4 electricity data transmission module, but real-time detection module is equipped with pressure sensor 2 and flexible sensor 4 electricity data connection in the human body, but real-time detection module 1 is equipped with pressure sensor 2, can guarantee that real-time signal transmission module 1 is connected with the pressure sensor 1.
Example 1
Combining with fig. 1-6, an intelligent wearable electrocardiograph respiration detection clothing, including detecting clothing body 1, flexible sensor 4, fabric electrode 3 and circuit module 2, detect clothing body 1 and be made by high gentle elasticity's cloth, elasticity conductive material and organic polymer material, can accurately discern and catch tiny deformation and real-time detection dynamic electrocardiograph signal, flexible sensor 4 comprises skin or high gentle elasticity's cloth, functional material and organic polymer material, adopt elasticity tensile strain sensor promptly breathe the detection sensor, can accurately discern and catch tiny deformation, thereby change the mechanical vibration of thorax when breathing the human body into flexible sensor 4 electricity data, fabric electrode 3 can cushion vertical and lateral movement and reduce because body movement and muscle shrink arouse fabric electrode 3 down pressure variation, disperse the motion to the region beyond fabric electrode 3 itself, and stabilize the epidermis around fabric electrode 3, help reducing motion artifact, circuit module 2 is through collecting electrical data and electrocardiograph data that flexible sensor 4 gathered, it carries out the transmission to wireless sensor 4, it can realize with the real-time connection of wireless sensor module and wireless sensor 4 to detect the human body pressure sensor 4 electricity data, can also realize the real-time connection of the human body with the wireless sensor module 1, can realize with the real-time detection of human body pressure sensor module 1, the real-time connection of the human body is realized, the wireless sensor module is connected with the pressure sensor module 1.
As shown in fig. 2, the SNR is improved by 15% compared with the traditional noise reduction algorithm by adopting a sparse noise reduction and baseline correction algorithm based on non-convex optimization; the waveform detection algorithm based on PSO and the self-adaptive threshold is improved, and the QRS wave detection precision reaches more than 99%.
The electrocardiographic functional parameters and chest and abdomen belt functional parameters of the intelligent wearable electrocardiographic respiration detection garment of the embodiment are shown in the following table 1 and table 2 respectively:
TABLE 1 electrocardiographic functional parameters
Table 2 chest and abdomen belt function parameters
The application and its embodiments have been described above with no limitation, and the actual construction is not limited to the embodiments of the application as shown in the drawings. In summary, if one of ordinary skill in the art is informed by this disclosure, a structural manner and an embodiment similar to the technical solution should not be creatively devised without departing from the gist of the present application.
Claims (8)
1. Intelligent wearable electrocardiograph respiration detection garment is characterized in that: including detecting clothing body, flexible sensor, fabric electrode and circuit module arrange in detect on the clothing body, can carry out real-time dynamic respiration change detection and dynamic electrocardio change monitoring to the human body, flexible sensor and fabric electrode respectively with circuit module signal connection, including wireless signal transmission module in the circuit module can with cell-phone wireless connection transmission data, still be equipped with lead pressurization module on the detection clothing body, guarantee laminating pressure.
2. The intelligent wearable electrocardiographic respiration detection garment of claim 1, wherein: the detection clothing body is made of high-flexibility elastic cloth, elastic conductive materials and organic polymer materials, and can accurately identify and capture tiny deformation and detect dynamic electrocardiosignals in real time.
3. The intelligent wearable electrocardiographic respiration detection garment of claim 1, wherein: the flexible sensor is composed of skin-attached or high-flexibility elastic cloth, functional materials and organic polymer materials, and can accurately identify and capture tiny deformation, so that the mechanical vibration of the chest cavity during human breathing is converted into the change of the electrical data of the flexible sensor.
4. The intelligent wearable electrocardiographic respiration detection garment of claim 1, wherein: the fabric electrode can cushion vertical and lateral movements and reduce changes in the downforce of the fabric electrode due to body movements and muscle contractions, distribute movements to areas outside the fabric electrode itself, and stabilize the epidermis around the fabric electrode, helping to reduce movement artifacts.
5. The intelligent wearable electrocardiographic respiration detection garment of claim 1, wherein: the circuit module collects the electrical data and the electrocardio data acquired by the flexible sensor, and transmits the electrical data and the electrocardio data to the mobile phone APP through the wireless signal transmission module after processing, so that the real-time monitoring of respiration and electrocardio health is realized.
6. The intelligent wearable electrocardiographic respiration detection garment of claim 1, wherein: the flexible sensor adopts a flexible film sensor with the attribute of a tensile strain sensor.
7. The intelligent wearable electrocardiographic respiration detection garment of claim 1, wherein: the lead mode of the detection clothing adopts a standard 12 lead.
8. The intelligent wearable electrocardiographic respiration detection garment of claim 1, wherein: the fabric electrode adopts a high-precision flexible dry electrode.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202310189453.2A CN116616786A (en) | 2023-03-02 | 2023-03-02 | Intelligent wearable electrocardiograph and respiratory detection garment |
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| CN202310189453.2A CN116616786A (en) | 2023-03-02 | 2023-03-02 | Intelligent wearable electrocardiograph and respiratory detection garment |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118924286A (en) * | 2024-07-31 | 2024-11-12 | 华南理工大学 | Intelligent wearing garment for heart and lung exercise and multi-modal analysis system |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113576483A (en) * | 2021-08-06 | 2021-11-02 | 中国科学院苏州生物医学工程技术研究所 | Wearable equipment |
| CN218419867U (en) * | 2022-01-24 | 2023-02-03 | 蒋骅 | Electrocardio monitoring wearable device |
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- 2023-03-02 CN CN202310189453.2A patent/CN116616786A/en active Pending
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113576483A (en) * | 2021-08-06 | 2021-11-02 | 中国科学院苏州生物医学工程技术研究所 | Wearable equipment |
| CN218419867U (en) * | 2022-01-24 | 2023-02-03 | 蒋骅 | Electrocardio monitoring wearable device |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118924286A (en) * | 2024-07-31 | 2024-11-12 | 华南理工大学 | Intelligent wearing garment for heart and lung exercise and multi-modal analysis system |
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