CN101073495A - Embedded clothing intelligent device and method for estimating human-body sub-health - Google Patents
Embedded clothing intelligent device and method for estimating human-body sub-health Download PDFInfo
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Abstract
The invention is concerned with person sub-healthy intelligent evaluating equipment embedding in cloth and method. There is physiological signal sensor of life basic information checking module inset or tie in the front piece of cloth for checking people's cardiogram, pulse wave, body temperature, breathe frequency and saturation of blood and oxygen. There is information disposal module, wireless communicate module, GPS orientation module and power module inset in the back piece of cloth, and each module takes soft circuit plate connecting with lead fibre. Each sensor of the front piece of cloth connects with the soft circuit plates to the information disposal modules of back piece of cloth through lead fibre. The function of information disposal modules can check physiological signal, carry pretreatment of voice, pick up characters, inosculate information and export the result. This equipment can work for a long time, analyze the condition of body at real time to forecast and alarm with the sub-healthy condition of the user, remain user to adjust his function to maintain physiological healthy. It has small bulk, low cost and has wireless communicate and GPS orientation functions.
Description
Technical field
A kind of human-body sub-health appraisal procedure of the present invention and device, especially a kind of the employing embeds the intelligent evaluation method and apparatus of clothing to detection processing, information fusion and the modeling test and appraisal of human body sub-health status physiological signal.
Background technology
Human body sub-health status (Sub-health Status) is proposed by The former Russian scholar N professor Bu Heman the earliest, the body and mind that is meant the people is in a kind of healthy low-quality attitude between disease and the health, though be that body does not have clear and definite disease, but in body and all discomforts of psychological appearance, thereby present unable to do what one wishes and a kind of physiological status of reducing of adaptive faculty to external world, claim again " intermediateness " or " third state ".
In the world, after 20th century, proposed the notion of subhealth state the eighties, research and treatment have just been begun to sub-health state.At present a lot of countries carry out dynamic tracing and represent this problem positive regard, and generally believe that it is the pith of " being concerned about human body and mind motion ".It is to be noted, because people are in existing differences in aspect such as age, adaptive capacity, immunity, Social Culture levels, its performance is intricate, more commonly vigor, respond, adaptive capacity and immunity reduce, and body fatigue, easy catching a cold, moving slightly promptly tired, cold perspiration, inappetence, headache, insomnia, anxiety occur, inter personal contact is inharmonious, family relation is inharmonious, sexual dysfunction etc.The subhealth state process has bigger space-time span, and its form of expression is also varied, mainly contains some kinds of chronic fatigue syndrome, the superfluous syndrome of information, neurasthenia, obesity etc.
The diagnostic method of subhealth state has following two kinds at present:
1) the special sub-health state health check-up of hospital.Detection is from many-sided examination such as brain fag, nutriture, organ function, psychological diathesis, hereditation.The method examination is comparatively comprehensive, but the cost height, and time-consuming length.
2) scale health evaluating method.Carry out the questionnaire evaluation and test by the relevant scale of Connell medical science index (CMI), Self-reporting inventory SCL-90, fatigue scale-14, MDI health evaluating method and homemade subhealth state etc.It is bigger that its result is influenced by subjectivity.
Deficiency at existing subhealth state assessment method, the domestic patent of being correlated with that also proposed, China Patent No. 200520087480.6, a kind of human-body sub-health checkout gear is disclosed, based on traditional Chinese medicine meridian theory, survey 12 ANOMALOUS VARIATIONS of human body by the noinvasive triage, the prompting human body sub-health status through cave bio electricity flow valuve; Chinese patent application numbers 200510023363.8, a kind of assessment method and checkout gear thereof of human body sub-health status are disclosed, by detecting the instrument of multinomial physiological function, gather information such as sphygmogram, electrocardio, centre of the palm Pi Wen, calculate blood pressure, physiological age, autonomic nerve functional level and poised state thereof, the contrast N polygon normal physiological function figure sub-health state of testing and assessing; Chinese patent application number 02103836.8, a kind of computer assessment method of human-body sub-health is disclosed, in the exercise test of personalization, measure and write down testee's electrocardiogram, pulse wave and blood pressure, drawing maximum collapse in view of the above presses, the tranquillization average heart rate, heart rate recovery time, height/body weight and maximum heart rate value, again these feature physiological parameter substitution discriminant functions are obtained the health status evaluation and test value of human body, and then this evaluation and test value substitution membership function, draw the evaluation and test mark of sub-health state, its value is divided into sub-health state less than 75, otherwise is health status.
Above-mentioned patent has all been improved traditional subhealth state diagnostic method, has certain application prospect, but does not also have a covering device to have the function of real-time intervening sub-health.
At present, existing both at home and abroad with the patent of clothing as the health supervision equipment.China Patent No. is 03200564.4 integrated dynamic physiological parameter detection record device, the pick off of human body dynamic physiological parameter, comprise multi-lead electrocardioelectrode, chest and abdominal respiration pick off, body surface and auxillary temperature pick off, infrared ray sensor, acceleration transducer and mike, main circuit board that is connected with pick off and the connecting line that connects them are embedded in the matrix that the insulation soft material makes, and matrix can be pectoral girdle, sleeveless vest, cotta vest or long-sleeved blouse.Chinese patent application number is 99801099.5 fabric or clothing with the flexible message structure of monoblock type, fabric can be provided with pick off, be used to monitor people's the physics aspect of wearing the clothes, human life information for example, as heart rate, EKG, pulse, breathing rate, body temperature, sound and anaphylactic reaction, and the penetrance of fabric.
Above-mentioned patent is all expanded clothing function, and clothing become the good equipment of health supervision.These functional clothings have been realized the monitoring of the basic life-information of human body, but do not possess the function of health online evaluation diagnosis.
Summary of the invention
Technical problem to be solved by this invention provides a kind of embedding clothing formula human-body sub-health intelligent evaluation device and method, further improve the subhealth state assessment device, be not subjected to the restriction in time place, monitoring human situation whenever and wherever possible in not hindering daily life and work, realize intelligent early-warning, for intervening sub-health provides a kind of new method.
Technical scheme of the present invention is: a kind of embedding clothing formula human-body sub-health intelligent evaluation device, comprise medicated clothing, life essential information detection module, message processing module, wireless communication module and power module, be characterized in: signal processing module is by signal pre-processing module, characteristic extracting module, and information fusion module and entry evaluation diagnostic module are formed; Embed or tie up the physiological signal sensor that is used for human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation in the life essential information detection module, the life essential information of each physiological signal sensor synchronous acquisition human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation in the anter of medicated clothing;
Be embedded with the flexible PCB of message processing module in the medicated clothing rear panel, analyze central node, radio communication in the wireless communication module and GPS positioning circuit, the power circuit of power module also connects by conductive fiber; Each pick off in the medicated clothing anter also is connected with the flexible PCB of message processing module in the medicated clothing rear panel by conductive fiber; The detected physiology signal of signal transducer is through the analysis of message processing module, the health status of preliminary judgement wearer, send relevant information and entry evaluation result to the health supervision center through wireless communication module simultaneously, the center provides as the case may be adjusts suggestion or suggestion, by wireless communication module it is fed back to wearer, realize the real-time intervention conditioning of subhealth state.
Embed or tie up the physiological signal sensor that is used for human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation in the life essential information detection module in the anter of above-mentioned medicated clothing, wherein human body electrocardio map sensor electrode is placed chest, the chest lead positive pole places on the right pectoralis major, the chest lead negative pole places the left clavicle below, and the chest lead reference electrode places the negative pole below; Pulse transducer is positioned over the carotid artery place and measures; Respiration pickup is positioned over abdominal part; The first shell temperature pick off is positioned near the umbilicus position, and the second shell temperature pick off is positioned near the left oxter, and the 3rd body surface temperature sensor is positioned near the right oxter.
A kind of embedding clothing formula human-body sub-health intelligent evaluation method of the present invention, its concrete steps are:
1) physiologic information detects
Detect life essential informations such as synchronous acquisition human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation by physiological signal sensor in the anter of medicated clothing, and the human life essential information of being gathered is sent into message processing module;
2) noise pretreatment
Signal processing module carries out the noise pretreatment of power frequency interference, myoelectricity interference, baseline drift, motion artifacts, pick off displacement to human life essential information signal by pretreatment module;
3) feature extraction
Characteristic extracting module is extracted heart rate, electrocardio conventional parameter, pulse, body temperature, breathing rate, blood oxygen saturation, blood pressure from the pretreated human life essential information of noise;
4) information fusion and result output
The human life essential information that the information fusion module is extracted characteristic extracting module is followed the principle of homogeneity high priority data during according to data fusion and is carried out data fusion, analysis, and carry out entry evaluation through the entry evaluation diagnostic module and diagnose, send relevant information and entry evaluation result to the health supervision center through wireless communication module then.
Above-mentioned entry evaluation diagnostic method is the different health status according to different characteristic parameter correspondences, health or subhealth state, choose suitable kernel function with support vector machine, set up the subhealth state assessment models, realization is excavated personal information and is handled, the Global Information convergence analysis, reasonably makes the entry evaluation diagnosis.
Clothing formula subhealth state apparatus for evaluating of the present invention adopts the monitoring technology of a kind of low physiology, mental workload for the acquisition of life essential informations such as human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation, blood pressure, being fit to long-time test constantly uses, under the impercipient situation of wearer, realize the detection of information, do not influence the daily life of wearer.The physiologic information that obtains is adopted the corresponding signal process method, and further adopt information excavating technology, multi-information merging technology to obtain deep more comprehensively information.Whole system is a low power dissipation design, can guarantee to use for a long time under the battery powered situation.Therefore, the present invention has following beneficial effect: (1) physiology, mental workload are low; (2) wearable, no sense of discomfort; (3) but long-time continuous monitoring; (4) but the real-time analysis human health status, wearer can be grasped own health status whenever and wherever possible; (5) for the low health status prediction and alarm of wearer, remind wearer actively to adjust body function, maintaining healthy physiology; (6) provide multiple human body physiological parameter simultaneously, widely applicable; (7) miniaturization, low-power consumption; (8) wireless transmission and GPS location.
Description of drawings
Fig. 1 is the theory diagram of clothing formula subhealth state apparatus for evaluating;
Fig. 2 is the composition frame chart of clothing formula subhealth state apparatus for evaluating signal processing module;
Fig. 3 is the anter structural representation of clothing formula subhealth state apparatus for evaluating;
Fig. 4 is the rear panel structural representation of clothing formula subhealth state apparatus for evaluating;
Fig. 5 is the flow chart of clothing formula subhealth state apparatus for evaluating.
The specific embodiment
Below in conjunction with specific embodiment, further set forth the present invention.Should be understood that these embodiment only to be used to the present invention is described and be not used in and limit the scope of the invention.Should be understood that in addition those skilled in the art can make various changes or modifications the present invention after the content of having read the present invention's instruction, these equivalent form of values fall within the application's appended claims institute restricted portion equally.
As shown in Figure 1, the present invention is the detection module 1 of life essential information, message processing module 2, and wireless communication module 3 and power module 4 all are embedded in the medicated clothing 5.
As shown in Figure 2, signal processing module 2 of the present invention is by signal pre-processing module 6, characteristic extracting module 7, and information fusion module 8 and entry evaluation diagnostic module 9 are formed.Be different from general human body dynamic physiological parameter detection record device, this signal processing module 2 has been realized the real-time online assessment.
As shown in Figure 3, each physiological signal sensor of the present invention is distributed in the anter of medicated clothing 5.Obtain continuously, stable electrocardiogram, be not subjected to influence and interference that wearer moves, the present invention is placed on electrode in user's chest, adopt modified model cardiac diagnosis lead chest lead mode, chest lead positive pole 11 is positioned on the right pectoralis major, chest lead negative pole 12 is positioned over the left clavicle below, chest lead reference electrode 13 placement locations do not require, be positioned over the negative pole below, pulse transducer 14 is positioned over the carotid artery place and measures, abdominal cavity big rise and fall during respiratory movement, respiration pickup 15 is positioned over abdominal part, and shell temperature adopts multimetering, and the first shell temperature pick off 16 is positioned near the umbilicus position, the second shell temperature pick off 17 is positioned near the left oxter, and the 3rd body surface temperature sensor 18 is positioned near the right oxter.
As shown in Figure 4, because human body back is more smooth, be beneficial to the operation and maintenance of flexible PCB, the present invention will all circuit except that pick off be embedded in the rear panel of medicated clothing 5.Signal analysis central node 19 among Fig. 4, radio communication and GPS positioning circuit 20, power circuit 21 connects by conductive fiber, and each pick off in medicated clothing 5 anters also is connected with rear panel signal processing flexible PCB by conductive fiber.
The present invention mainly comprises information detection and technology such as processing, radio communication and low power dissipation design.By various kinds of sensors human body physiological signal, pass through the intellectual analysis of message processing module again, send relevant information and entry evaluation result to the health supervision center through wireless communication module simultaneously, the center can provide as the case may be adjusts suggestion or suggestion, by wireless communication module it is fed back to wearer, realize the real-time intervention conditioning of subhealth state.
Clothing formula subhealth state apparatus for evaluating provided by the invention, life essential informations such as synchronous acquisition human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation, utilize PWTT method (pulse wave translation time), calculate this parameter, draw pressure value by continuous ECG and pulse wave.
Clothing formula subhealth state device provided by the invention, the set of sensors of physiological signals such as human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation is formed in the clothing, or with the bandage form, or be scattered in each positions of clothing according to the best placement location of pick off, message processing module adopts flexible PCB, also is integrated in the clothing.Because the substantial connection of clothing itself and human body, with the equipment of clothing as monitoring, the life essential information of monitoring human reduces the physiology and the mental workload of wearer virtually at any time.
Clothing formula subhealth state apparatus for evaluating provided by the invention has radio communication function.Wearer health status entry evaluation result and relevant physiological characteristic parameter through cordless communication network, are transferred to the monitoring center by wireless communication module or wireless communication module terminal.Profound analysis is carried out according to the data that receive in the monitoring center, and the conditioning measure that should take after will analyzing sends the mobile phone terminal of wearer to by wireless network.If the health status of wearer is very poor, be badly in need of rescue, the monitoring center can be found the user present position rapidly according to the GPS location technology, in time it is taked relevant rescue, thereby does not incur loss through delay golden hour.
As shown in Figure 5, subhealth state estimation flow figure of the present invention is divided into five parts: physiologic information detection, noise pretreatment, feature extraction, information fusion and result's output.Have close ties between human body information.Follow the principle of homogeneity high priority data during data fusion.Because pick off of the same race has identical measurement parameter, in relevant treatment, can reduce uncertainty to greatest extent, and the xenogenesis pick off generally has only public-measurement parameter seldom, ambiguity is bigger in relevant treatment.
The concrete steps of the inventive method are:
1) physiologic information detects
Detect life essential informations such as synchronous acquisition human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation by physiological signal sensor in the anter of medicated clothing 5, and the human life essential information of being gathered is sent into message processing module 2;
2) noise pretreatment
3) feature extraction
Characteristic extracting module 7 is extracted heart rate, electrocardio conventional parameter, pulse, body temperature, breathing rate, blood oxygen saturation, blood pressure from the pretreated human life essential information of noise;
4) information fusion and result output
The human life essential information that information fusion module 8 is extracted characteristic extracting module 7 is followed the principle of homogeneity high priority data during according to data fusion and is carried out data fusion, analysis, and carry out entry evaluation through entry evaluation diagnostic module 9 and diagnose, send relevant information and entry evaluation result to the health supervision center through wireless communication module 3 then.
Clothing formula subhealth state apparatus for evaluating of the present invention provides a kind of subhealth state appraisal procedure.This assessment method is to use physiological parameters such as electrocardio that intelligent algorithm will handle, pulse, body temperature, breathing, blood oxygen saturation, blood pressure to carry out intellectual analysis, different health status according to different characteristic parameter correspondences, healthy (Value 1) or subhealth state (Value-1), choose suitable kernel function with support vector machine, set up the subhealth state assessment models, thereby realize personal information is excavated processing, Global Information convergence analysis, reasonably make the entry evaluation diagnosis.
Claims (4)
1. one kind embeds clothing formula human-body sub-health intelligent evaluation device, comprises medicated clothing (5), life essential information detection module (1), and message processing module (2), wireless communication module (3) and power module (4) is characterized in that,
Described signal processing module (2) is by signal pre-processing module (6), characteristic extracting module (7), and information fusion module (8) and entry evaluation diagnostic module (9) are formed;
Embed or tie up the physiological signal sensor that is used for human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation in the life essential information detection module (1), each physiological signal sensor synchronous acquisition human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation in the anter of described medicated clothing (5);
Be embedded with message processing module (2) in described medicated clothing (5) rear panel, analyze central node (19), radio communication in the wireless communication module (3) and 6PS positioning circuit (20), the power circuit (21) of power module (4), each module all adopts flexible PCB, connects by conductive fiber between flexible PCB; Each pick off in described medicated clothing (5) anter also is connected with the flexible PCB of message processing module (2) in medicated clothing (5) rear panel by conductive fiber;
The detected physiology signal of described physiological signal sensor is through the analysis of message processing module (2), the health status of preliminary judgement wearer, send relevant information and entry evaluation result to the health supervision center through wireless communication module (3) simultaneously, the center provides as the case may be adjusts suggestion or suggestion, by wireless communication module (3) it is fed back to wearer, realize the real-time intervention conditioning of subhealth state.
2. embedding clothing formula human-body sub-health intelligent evaluation device according to claim 1, it is characterized in that, embed or tie up the physiological signal sensor that is used for human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation in the life essential information detection module (1) in the anter of described medicated clothing 5, wherein human body electrocardio map sensor electrode is placed chest, chest lead positive pole (11) places on the right pectoralis major, chest lead negative pole (12) places the left clavicle below, and chest lead reference electrode (13) places the negative pole below; Pulse transducer (14) is positioned over the carotid artery place and measures; Respiration pickup (15) is positioned over abdominal part; The first shell temperature pick off (16) is positioned near the umbilicus position, and the second shell temperature pick off (17) is positioned near the left oxter, and the 3rd body surface temperature sensor (18) is positioned near the right oxter.
3. one kind embeds clothing formula human-body sub-health intelligent evaluation method, it is characterized in that concrete steps are:
1) physiologic information detects
Detect synchronous acquisition human body electrocardio figure, pulse wave, shell temperature, breathing rate, blood oxygen saturation by physiological signal sensor in the anter of medicated clothing (5), and the human life essential information of being gathered is sent into message processing module (2);
2) noise pretreatment
Signal processing module (2) carries out the noise pretreatment of power frequency interference, myoelectricity interference, baseline drift, motion artifacts, pick off displacement to human life essential information signal by pretreatment module (6);
3) feature extraction
Characteristic extracting module (7) is extracted heart rate, electrocardio conventional parameter, pulse, body temperature, breathing rate, blood oxygen saturation, blood pressure from the pretreated human life essential information of noise;
4) information fusion and result output
The human life essential information that information fusion module (8) is extracted characteristic extracting module (7) is followed the principle of homogeneity high priority data during according to data fusion and is carried out data fusion, analysis, and carry out entry evaluation through entry evaluation diagnostic module (9) and diagnose, send relevant information and entry evaluation result to the health supervision center through wireless communication module (3) then.
4. embedding clothing formula human-body sub-health intelligent evaluation method according to claim 3, it is characterized in that, described entry evaluation diagnostic method is the different health status according to different characteristic parameter correspondences, health or subhealth state, choose suitable kernel function with support vector machine, set up the subhealth state assessment models, realize personal information is excavated processing, Global Information convergence analysis, reasonably make the entry evaluation diagnosis.
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