CN106923949A - A kind of pigeon breast apparatus for correcting based on muscle signals detection - Google Patents

A kind of pigeon breast apparatus for correcting based on muscle signals detection Download PDF

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CN106923949A
CN106923949A CN201710153086.5A CN201710153086A CN106923949A CN 106923949 A CN106923949 A CN 106923949A CN 201710153086 A CN201710153086 A CN 201710153086A CN 106923949 A CN106923949 A CN 106923949A
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chest
detection
air bag
belt
muscle
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CN106923949B (en
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王璐
葛科铎
管瑞阳
沈金星
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Anhui University of Technology AHUT
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Anhui University of Technology AHUT
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61FFILTERS IMPLANTABLE INTO BLOOD VESSELS; PROSTHESES; DEVICES PROVIDING PATENCY TO, OR PREVENTING COLLAPSING OF, TUBULAR STRUCTURES OF THE BODY, e.g. STENTS; ORTHOPAEDIC, NURSING OR CONTRACEPTIVE DEVICES; FOMENTATION; TREATMENT OR PROTECTION OF EYES OR EARS; BANDAGES, DRESSINGS OR ABSORBENT PADS; FIRST-AID KITS
    • A61F5/00Orthopaedic methods or devices for non-surgical treatment of bones or joints; Nursing devices; Anti-rape devices
    • A61F5/01Orthopaedic devices, e.g. splints, casts or braces
    • A61F5/02Orthopaedic corsets
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1116Determining posture transitions
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61FFILTERS IMPLANTABLE INTO BLOOD VESSELS; PROSTHESES; DEVICES PROVIDING PATENCY TO, OR PREVENTING COLLAPSING OF, TUBULAR STRUCTURES OF THE BODY, e.g. STENTS; ORTHOPAEDIC, NURSING OR CONTRACEPTIVE DEVICES; FOMENTATION; TREATMENT OR PROTECTION OF EYES OR EARS; BANDAGES, DRESSINGS OR ABSORBENT PADS; FIRST-AID KITS
    • A61F5/00Orthopaedic methods or devices for non-surgical treatment of bones or joints; Nursing devices; Anti-rape devices
    • A61F5/01Orthopaedic devices, e.g. splints, casts or braces

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  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
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  • Engineering & Computer Science (AREA)
  • Animal Behavior & Ethology (AREA)
  • Orthopedic Medicine & Surgery (AREA)
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  • Oral & Maxillofacial Surgery (AREA)
  • Physics & Mathematics (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Orthopedics, Nursing, And Contraception (AREA)

Abstract

The invention discloses a kind of pigeon breast apparatus for correcting based on muscle signals detection, belong to medical instruments field.A kind of pigeon breast apparatus for correcting based on muscle signals detection of the invention, including shoulder belt and pectoral girdle, orthopedic gasbag is provided with front side of the pectoral girdle;Detection unit is provided with rear side of the pectoral girdle, the muscle signals at back is detected by the detection lug in detection unit, and then control the inflation and exhaust of orthopedic gasbag.The present invention combines the detection of flesh sound with object wearing device, and accuracy in detection is high, and user's moment can be made to keep chest to be in expansion state, contributes to the treatment of pigeon breast symptom, and wearing comfort, is adapted in use to.

Description

Chicken chest orthotic devices based on flesh sound signal detects
Technical Field
The invention relates to the technical field of medical equipment, in particular to a chicken breast correction device based on muscle sound signal detection.
Background
The forward bulging of the sternum is called the chicken breast, which is a common thoracic deformity, most scholars consider that ribs and costal cartilage overgrow, and the sternum develops slowly and is pressed upwards to form the chicken breast; some people also consider the association of diaphragmatic muscle attachment dysplasia. In recent years, the number of chicken breast patients in China is continuously increased, especially, the chicken breasts of children are more common, the appearance is slightly influenced, the mental burden and the character are influenced, and serious chicken breasts have great influence on the circulation and the respiratory function due to the fact that ribs with inwards sunken two sides press the heart and the lung, and are prone to pneumonia and recurrent respiratory tract infection.
The traditional chicken chest treatment method is used for correcting through operations, including sternum turning operation, sternal rib subsidence operation and the like, an incision is needed to be made in front of the chest, the sternum and the ribs are cut off, overlong costal cartilage is cut off, the operation wound is large, the recovery time is long, the economic cost is high, and the pain suffered by children is large. Considering that the skeleton of the child is not completely shaped, the chest posture can be corrected by correcting the posture of the chest and applying external pressure by the correcting mechanism, and the pain of the operation can be avoided.
The investigation shows that the chicken breast can be effectively corrected and the symptoms can be relieved by keeping the breast expanded for a long time. At present, some chicken breast orthoses on the market only adopt an anterior chest and a posterior chest to respectively place a correction block, and apply pressure by adjusting the distance, so as to correct the chicken breast. This approach has a large impact on the skeletal development of the user, is ineffective, and severely impacts the comfort level of the user. In view of the foregoing, there is a need for a chicken breast correction device that can both correct the morphology of a patient's breast and facilitate the patient's use.
Chinese patent application No.: 201420061279.X, filing date: 1, 27 days 2014, the name of the invention creation is: the infant breast correction device is provided with an correction plate approximate to a normal breast contour and a plurality of cylindrical air bags; still be equipped with the monitoring manometer, can more scientific and effective child chicken chest orthopedic device of medical treatment with moulding type of correcting child chicken chest. The front wall of the breast pocket with the section approximately similar to the crescent shape is provided with a plurality of belt sleeves, and the belt sleeves are internally provided with breast belts; an orthopedic plate similar to a normal chest profile is arranged in the chest bag, an elastic cushion is arranged between the orthopedic plate and the rear wall of the chest bag, a plurality of bag sleeves are arranged between the orthopedic plate and the front wall of the chest bag, cylindrical air bags are arranged in the bag sleeves, and an air nozzle and a pressure gauge are connected below the cylindrical air bags. This scheme is mainly through the angular plate compulsory correction patient's gesture, uses the comfort relatively poor.
Chinese patent application No.: 201520861204.4, filing date: on 11/2/2015, the application discloses a chicken breast corrector, which comprises a correction plate, wherein a plurality of grooves are formed in the inner wall of the correction plate, and magnetic therapy sheets are arranged in the grooves. The scheme is mainly helpful for postoperative recovery treatment, is not directly used for correcting the chicken breast, and is not suitable for direct use by a user.
Disclosure of Invention
1. Technical problem to be solved by the invention
The invention aims to overcome the defects of poor using effect and poor comfort of the chicken breast correction device in the prior art, and provides the chicken breast correction device based on muscle sound signal detection.
2. Technical scheme
In order to achieve the purpose, the technical scheme provided by the invention is as follows:
the invention relates to a chicken breast correction device based on muscle sound signal detection, which comprises a shoulder strap and a chest strap, wherein an orthopedic air bag is arranged on the front side of the chest strap; the rear side of the chest belt is provided with a detection unit, two detection sheets which are obliquely arranged are oppositely arranged in the detection unit, and the muscle tone signal of the back is detected through the detection sheets so as to control the inflation and the exhaust of the orthopedic air bag.
As a further improvement of the invention, the detection sheet is provided with a muscle sound signal detection sensor, and the muscle sound signal detection sensor is positioned in the middle of the detection sheet.
As a further improvement of the present invention, the muscle sound signal detecting sensor is a piezoelectric acceleration sensor.
As a further improvement of the invention, the chest belt consists of a front part and a rear part which are connected through an elastic belt, and the lower side of the chest belt is also connected with a fastening belt.
As a further development of the invention, the fastening strap is provided with a dorsal airbag strap on the back, which dorsal airbag strap cooperates with an orthopedic airbag.
As a further improvement of the present invention, the detection unit further comprises a signal processing module and a signal execution module, wherein the signal processing module comprises a pre-conditioning circuit board, a collection card and a processor; the preposed conditioning circuit board is used for denoising and amplifying the collected muscle sound signals and sending the processed signals to a matched collection card;
the acquisition card is used for converting the acquired analog muscle tone signal into a digital muscle tone signal which can be identified by the processor and sending the digital muscle tone signal to the processor;
the processor extracts the characteristics of the surface muscle sound signals, further performs mode recognition, judges whether the chest of the user is in an expansion state, and sends execution information to the signal execution module when the chest is judged to be in a non-expansion state, and the signal execution module acts to inflate the orthopedic air bag and the back air bag.
As a further improvement of the invention, a pressure sensor is arranged on the orthopedic balloon, and the pressure sensor is electrically connected with the detection unit.
As a further improvement of the invention, the fastening belt is connected with the chest belt through the connecting belt, and the fastening belt is positioned at the waist of a user.
As a further improvement of the invention, the signal execution module comprises air inlet and outlet control motors which are arranged in the chest belt and the fastening belt, and the two air inlet and outlet control motors are respectively connected with the orthopedic air bag and the back air bag belt.
3. Advantageous effects
Compared with the prior art, the technical scheme provided by the invention has the following beneficial effects:
(1) the chicken breast correction device based on the muscle sound signal detection is formed by combining the shoulder straps and the chest belts, is convenient for a user to wear, the orthopedic air bags are arranged on the front sides of the chest belts, and the muscle sound signal detection pieces are arranged on the rear sides of the chest belts, so that whether the breasts of the wearer are in an expansion state can be accurately judged, pressure can be provided through the orthopedic air bags, the posture of the wearer can be corrected, meanwhile, certain pressure is provided, and the recovery of the chicken breasts is facilitated; in addition, the device does not use a correction plate, and is comfortable to wear;
(2) according to the chicken breast correction device based on muscle sound signal detection, the detection piece is obliquely arranged towards the middle, a certain offset direction exists, and when the back side of the chest belt is stretched by the arch back, the detection piece can be caused to offset towards two sides, so that the detection accuracy is ensured;
(3) according to the chicken breast correction device based on muscle sound signal detection, the orthopedic air bag is provided with the pressure sensor, the pressure sensor is electrically connected with the detection unit and can be automatically controlled, the processor in the detection unit is used for controlling the inflation and the exhaust of the orthopedic air bag, the pressure applied by the air bag can be controlled, and the comfort level of a wearer is guaranteed;
(4) according to the chicken breast correction device based on muscle sound signal detection, the lower side of the chest strap is also connected with the fastening strap, and the fixing strap is matched with the shoulder strap, so that the chest strap cannot move up and down when in use, the detection accuracy of the muscle sound signal detection piece is ensured, the orthopedic air bag can be ensured to be always positioned on the chest, and the chicken breast treatment effect is improved;
in addition, the orthopedic air bags exert backward pressure on the chest, the back air bag belts positioned on the fastening belts exert a forward thrust on the back, and the two air bags simultaneously act to better promote the chest expanding state of the user.
Drawings
FIG. 1 is a schematic structural view of a chicken breast correction device of the present invention;
FIG. 2 is a schematic view of the orthosis with a dorsal air bag strap of the present invention;
FIG. 3 is a schematic view of the arrangement of the back airbag belt of the present invention;
FIG. 4 is a schematic diagram of the chicken breast detection of the present invention;
FIG. 5 is a diagram illustrating the detection results of the present invention.
The reference numerals in the schematic drawings illustrate: 1. shoulder straps; 2. a chest strap; 21. an elastic band; 3. an orthopedic sleeve; 31. an orthopedic balloon; 32. a pressure sensor; 33. starting a switch; 4. a fastening tape; 5. a connecting belt; 6. a detection unit; 61. detecting a sheet; 7. a back airbag belt.
Detailed Description
For a further understanding of the invention, reference should be made to the following detailed description taken in conjunction with the accompanying drawings and examples.
Example 1
With reference to fig. 1, the chicken chest correction device based on muscle tone signal detection of this embodiment includes shoulder straps 1 and chest straps 2, where the shoulder straps 1 are two elastic cloth straps, and the chest straps 2 are annular and have a certain elasticity. The orthopedic air bag 31 is arranged on the front side of the chest belt 2, the detection unit 6 is arranged on the rear side of the chest belt 2, two obliquely arranged detection sheets (61) are oppositely arranged in the detection unit 6, the detection sheets (61) are distributed on the left side and the right side, the upper end of each detection sheet 61 is obliquely close to the middle, the inclination angle is 5-8 degrees, 6 degrees is preferred, the detection sheets 61 in the detection unit 6 are used for detecting muscle sound signals of the back of a human body, and ventilation and exhaust of the orthopedic air bag 31 are controlled.
When the human body bows, the wearing device is often stretched, for example, the upper side of the waistband is stretched after the waistband is used for a long time. Therefore, the detection piece 61 is obliquely arranged, the muscle tone signal detection sensor in the detection piece is positioned in the middle of the detection piece, when the rear side of the chest belt is stretched, the upper end of the detection piece can be deviated to the outside, so that the muscle tone signal detection sensor in the middle is partially deviated and still corresponds to the position of muscle, the detection point of the muscle tone signal detection sensor can be always aligned to the position of the muscle to be detected, and the accuracy of signal detection is ensured. The adopted muscle sound signal detection sensor is a piezoelectric acceleration sensor, and the sensor has high sensitivity, large sensitive area and good anti-interference performance.
Compared with myoelectric signals, myoelectric signals still have higher accuracy in muscle contraction fatigue. Due to the propagation properties of the muscle tone signal, the sensor does not need to be fixed in some specific position, and may not even directly contact the skin, and the muscle tone signal can also be picked up at the tip of the exercising muscle. The influence of the body surface impedance on the muscle sound signal is small, the interference of an external electric field is small, and the detection accuracy is higher. This scheme combines together chicken chest detection device and the utilization of flesh sound signal for improve the degree of accuracy that chicken chest signal detected.
After the orthopedic air bag 31 is inflated, a certain pressure is generated on the chest of the human body, which is beneficial to the recovery of chicken chest symptoms; the detecting piece 61 is used for detecting muscle tone signals of the back of a human body, judging whether the chest of the human body is in an expansion state, and starting the actuating mechanism to inflate the orthopedic air bag 31 when the chest of the human body is in the expansion state. Through analysis, when the chest of the human body is expanded, the muscle tone signals of the trapezius muscles are obviously changed, so that the expansion state of the chest of the human body can be judged by utilizing the muscle tone signals of the trapezius muscles. The scheme is mainly used for detecting the trapezius signals, does not exclude a method for detecting other muscles, and does not exclude the protection of the detection of different muscles in other regions or the same region under the condition of not changing the structural principle.
With reference to fig. 2, the lower side of the chest strap 2 is further connected with a fastening strap 4, and the fastening strap 4 is annular and has elasticity, so that the chest strap is convenient to wear. The fastening band 4 may be of an open type and may be connected to form a loop shape by a buckle or a hook and loop fastener, and is not particularly limited in particular use.
When the chest belt 2 is worn, the chest belt 2 can be worn on the upper body through the shoulder straps 1 to prevent the chest belt 2 from falling off, but when the human body bends the waist and the back, the shoulder extends forwards to lift the chest belt 2 upwards. Because the chest strap 2 is attached to the human body, once the chest strap is pulled up, the chest strap is difficult to return by itself, so that the detection piece cannot effectively detect the muscle tone signal, and the judgment is inaccurate.
The fastening belt 4 can be arranged at the waist position, and due to the limitation of human bones, the fastening belt 4 can return to the waist position even after the human body moves in a bow-waist manner. Therefore, by arranging the fastening belt 4 below the chest belt 2, the position of the detection piece 61 can be better ensured, and the detection accuracy is ensured, so that the correction effect of the chicken chest is improved.
It should be noted that, in order to eliminate the problem, the back air bag belt 7 is provided on the back of the fastening belt 4, as shown in fig. 3, the back air bag belt 7 corresponds to the waist position of the human body, and when the back air bag belt 7 is inflated, it can provide a forward thrust to the waist to straighten the human body. The air bag belt 7 on the back is matched with the orthopedic air bag 31 for use, can also assist in correcting the humpback characteristic, and has better comprehensive treatment effect.
The detection unit 6 in this embodiment further includes a signal processing module and a signal execution module, where the signal processing module includes a pre-conditioning circuit board, a collection card and a processor; the preposed conditioning circuit board is used for denoising and amplifying the collected muscle sound signals and sending the processed signals to a matched collection card.
The acquisition card is used for converting the acquired analog muscle tone signal into a digital muscle tone signal which can be identified by the processor and sending the digital muscle tone signal to the processor.
The processor extracts the characteristics of the surface muscle sound signals, further performs pattern recognition, judges whether the chest of the user is in an expansion state, and when the chest is judged to be in a non-expansion state, the processor sends execution information to the signal execution module, and the signal execution module acts to inflate the orthopedic air bag 31 and the back air bag belt 7.
The signal execution module comprises air inlet and outlet control motors which are positioned in the chest belt 2 and the fastening belt 4, and the two air inlet and outlet control motors are respectively connected with the orthopedic air bag 31 and the back air bag belt 7. Control valves are arranged between the air inlet and outlet control motor and the orthopedic air bag 31 and the back air bag belt 7 and are used for controlling the air circulation.
The processor can preferably adopt wavelet transformation and VPMCD algorithm to identify the chest state, and can adopt LabVIEW and matlab to design programs such as muscle sound signal acquisition, feature extraction, mode identification and signal execution module action. The LabVIEW and matlab programs are conventional technologies in the field of muscle sound detection and are not described in detail.
Example 2
The basic structure of the chicken breast correction device based on muscle sound signal detection in this embodiment is the same as that in embodiment 1, except that: the chest strap 2 in this embodiment is composed of a front portion and a rear portion, which are connected by an elastic band 21. In the embodiment 1, the chest strap 2 is ensured to be bound on the chest of a human body by the elastic force of the chest strap; in the present embodiment, the elastic band 21 is tightened mainly by the elastic force of the elastic band 21, and the elasticity of the chest band 2 is only an auxiliary effect. Adopt elastic band 21 can make the chest area have bigger expansion space, can adjust the girth of chest area through the width that changes elastic band 21 moreover, application range is wide, and it is effectual to tighten.
In order to facilitate the installation of the orthotic bladder 31, the orthotic shell 3 is mounted on the front side of the chest strap 2, and the orthotic bladder 31 may be mounted within the orthotic shell 3.
Further, a pressure sensor 32 is disposed on the orthopedic balloon 31, and the pressure sensor 32 may be a film sensor for detecting the pressure applied by the orthopedic balloon 31 to ensure the comfort of the human body.
Most of the conventional orthoses directly correct the body by using larger pressure, which causes larger damage to the human body, especially the skeleton of the child, and the pressure sensor 32 provided in the embodiment is electrically connected with the detection unit 6. The fixed pressure value is set, the processor in the detection unit 6 can control the air charging and exhausting of the air bag according to the detection signal and the pressure signal, the orthopedic effect can be achieved, the comfort degree of the human body can be guaranteed, and the normal development of other bones of the human body cannot be damaged.
The orthopedic air bag 31 in this embodiment is square, which facilitates the arrangement of the detection piece according to the structure of the present disclosure, but the present disclosure is not limited thereto, and when in actual use, the orthopedic air bag 31 may be arranged in a circular or quasi-circular or rectangular structure as required, and the arranged detection pieces may also be arranged in a ring shape or other shapes, which is not particularly limited.
Example 3
The basic structure of a chicken breast correction device based on muscle sound signal detection in this embodiment is the same as that in embodiment 2, except that: in this embodiment, the shoulder strap 1 is a buckle type shoulder strap, and the buckle is used to adjust the length of the shoulder strap, so as to adjust the position of the detection piece. The fastening belt 4 is connected with the chest belt 2 through the connecting belt 5, and the fastening belt 4 is positioned at the waist of the user.
In addition, the fastening belt 4 may be composed of a front part and a rear part, and connected by an elastic belt, so that the usable range of the fastening belt can be increased.
Example 4
The embodiment also provides a chicken breast correction method based on muscle sound signal detection, which, with reference to fig. 4, includes the following steps:
step 1, a user wears the chicken breast correction device, presses a starting switch 33 on the correction sleeve 3, starts a power supply module, closes a circuit and starts a system to work;
step 2, the pressure sensor 32 detects the pressure, if the pressure is not at the set value, a signal is sent to the processor, the processor controls the air inlet and outlet control motor on the front side of the chest belt 2 to act, and opens the control valve to inflate the orthopedic air bag 31, so that the orthopedic air bag 31 generates the set pressure value;
step 3, when the pressure value is at a set value, the detecting sheet at the rear side of the chest belt 2 starts to collect muscle sound signals, when the back of a wearer acts, the muscle sound signals can change, and then the signals are sent to a matched preposed conditioning circuit board to be subjected to signal denoising and amplification processing;
step 4, processing the signals processed by the front-end circuit by the acquisition card to convert the signals into digital muscle sound signals which can be identified by a computer; the digital muscle sound signals are sent to the processor, and after being processed by programs such as feature extraction, feature dimensionality reduction and mode identification, the processor adopts wavelet transformation and a VPMCD algorithm to identify whether the chest of the wearer is in an expansion state;
step 5, when the chest is judged to be in a non-expansion state, the processor sends execution information to the signal execution module, and the signal execution module acts to inflate the orthopedic air bag 31 and the back air bag belt 7 to force the chest of the wearer to expand; when the chest of the user is judged to be in an expansion state, the processor controls the air inlet and outlet control motor on the front side of the chest belt 2 to act, so that the orthopedic air bag 31 is reduced to a set pressure value.
The VPMCD method is a pattern recognition method based on a variable prediction model, and in theory, the correlations between characteristic variables in different classes are different. In the problem of pattern recognition of human body surface muscle sound signals, a group of characteristic quantities X ═ X is adopted1,X2,···,Xp]A category is described in which a characteristic value X is present in different categories of back posturesiBy other characteristic values XjThe influence of (j ≠ i) is also different. They have a possibly one-to-one relationship X with each other1=f(X2) Also, it isPossibly one-to-many relationship X1=f(X2,X3DEG.C). In order to identify different classes of motion patterns, a mathematical Model capable of expressing the intrinsic relationship between characteristic variables, namely a Variable Predictive Model (VPM), needs to be established by using training samples. And predicting the test samples through the prediction models, and classifying by taking the minimum sum of squares of prediction errors of each class as a discriminant function.
The processor adopts wavelet transformation and VPMCD algorithm to identify chest expansion and non-expansion states, and the method comprises the following steps:
s1, collecting samples of five actions of chest expansion, arch back, left lateral bending, right lateral bending and chest retraction, and obtaining a prediction model VPM by using a VPMCD algorithmtraining(ii) a The prediction model VPMtrainingThe method comprises the steps of testing a program stored in a system in advance to serve as an original matching action type;
s2, carrying out sEMG signal acquisition on the back action by the electrode plate;
and S3, carrying out three-layer wavelet decomposition on the collected sEMG signal by using a wavelet basis function to obtain a wavelet coefficient of each frequency band. The meaning formula of the wavelet transform is shown as formula (1):
wherein f (t) ∈ L2(R),L2And (R) is a function space formed by a square integrable function on R. ψ (t) is a base or mother wavelet, a is a scale factor, and b is a shift factor.
Then expressing the signal by linear combination of wavelet bases with different scales and different translations; as shown in formula (2):
wherein,the coefficients of each term are called wavelet coefficients, AI(t)、Di(t) low and high frequency components of the I-th stage, respectively, waI、wdiRespectively representing the low-frequency wavelet coefficient and the high-frequency wavelet coefficient of the ith level;
and S4, extracting the wavelet coefficient modulus maximum value of each sub-band after wavelet decomposition as a feature vector. Thus, a characteristic value matrix of each category is obtained, and the internal relevance between the characteristic values can be verified by adopting a cross-correlation analysis method during the test;
s5, using the trained prediction model VPMtrainingAnd classifying and identifying the characteristic value matrix, and determining various types of back actions according to the data result of the VPMCD classifier.
As can be seen from the graph 5, the chest expansion state is identified by adopting the wavelet transform and the VPMCD algorithm, the accuracy is higher, and the method establishes a variable prediction model by a parameter estimation method, so that the selection problem and the iterative process of ANN structures and types are avoided. In addition, the model type and the parameter selection depend on the minimum sum of squares of prediction errors of the predicted value and the actual value, so that the dependence on the prior knowledge is avoided, and the method is more objective. Therefore, the method has better VPMCD training capability and classification performance, and is an effective and reliable surface muscle sound signal pattern recognition method.
The present invention and its embodiments have been described above schematically, without limitation, and what is shown in the drawings is only one of the embodiments of the present invention, and the actual structure is not limited thereto. Therefore, if the person skilled in the art receives the teaching, without departing from the spirit of the invention, the person skilled in the art shall not inventively design the similar structural modes and embodiments to the technical solution, but shall fall within the scope of the invention.

Claims (9)

1. The utility model provides a chicken chest orthotic devices based on flesh sound signal detects which characterized in that: comprises a shoulder strap (1) and a chest strap (2), wherein an orthopedic air bag (31) is arranged on the front side of the chest strap (2); the rear side of the chest belt (2) is provided with a detection unit (6), two detection sheets (61) which are obliquely arranged are oppositely arranged in the detection unit (6), and the muscle tone signals of the back are detected through the detection sheets (61) so as to control the inflation and the exhaust of the orthopedic air bag (31).
2. The chicken breast correction device based on muscle tone signal detection as claimed in claim 1, wherein: the muscle sound signal detection sensor is arranged in the detection sheet (61) and is positioned in the middle of the detection sheet (61).
3. The chicken breast correction device based on muscle tone signal detection as claimed in claim 2, wherein: the muscle sound signal detection sensor is a piezoelectric acceleration sensor.
4. The chicken breast correction device based on muscle tone signal detection as claimed in claim 1, wherein: the chest strap (2) is composed of a front part and a rear part which are connected through an elastic band (21), and a fastening band (4) is further connected to the lower side of the chest strap (2).
5. The chicken breast correction device based on muscle tone signal detection as claimed in claim 4, wherein: the back of the fastening belt (4) is provided with a back air bag belt (7), and the back air bag belt (7) is matched with the orthopedic air bag (31) for use.
6. The chicken breast correction device based on muscle tone signal detection as claimed in claim 5, wherein: the detection unit (6) further comprises a signal processing module and a signal execution module, wherein the signal processing module comprises a preposed conditioning circuit board, a collection card and a processor; the preposed conditioning circuit board is used for denoising and amplifying the collected muscle sound signals and sending the processed signals to a matched collection card;
the acquisition card is used for converting the acquired analog muscle tone signal into a digital muscle tone signal which can be identified by the processor and sending the digital muscle tone signal to the processor;
the processor extracts the characteristics of the surface muscle sound signals, further performs pattern recognition, judges whether the chest of the user is in an expansion state, and sends execution information to the signal execution module when the chest is judged to be in a non-expansion state, and the signal execution module acts to inflate the orthopedic air bag (31) and the back air bag belt (7).
7. The device for correcting chicken breast according to any one of claims 1 to 6, wherein: the orthopedic air bag (31) is provided with a pressure sensor (32), and the pressure sensor (32) is electrically connected with the detection unit (6).
8. A chicken breast correction device based on muscle tone signal detection as claimed in claim 4 or 5 or 6, wherein: the fastening belt (4) is connected with the chest belt (2) through a connecting belt (5), and the fastening belt (4) is positioned on the waist of a user.
9. The chicken breast correction device based on muscle tone signal detection as claimed in claim 6, wherein: the signal execution module comprises air inlet and outlet control motors positioned in the chest strap (2) and the fastening strap (4), and the two air inlet and outlet control motors are respectively connected with the orthopedic air bag (31) and the back air bag strap (7).
CN201710153086.5A 2017-03-15 2017-03-15 A kind of pigeon breast apparatus for correcting based on muscle signals detection Active CN106923949B (en)

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