CN105426670A - Chronic disease track management system based on mobile terminal, and closed loop guide method of chronic disease track management system - Google Patents

Abstract

The invention discloses a chronic disease track management system based on a mobile terminal, and a closed loop guide method of the chronic disease track management system. The chronic disease track management system is characterized by comprising a chronic disease track management mobile terminal equipment, a chronic disease track remote service platform, a health physical sign test module, an athletic ability test module and a health data cloud platform, wherein the chronic disease track management mobile terminal equipment consists of a registration unit, a questionnaire unit, a motion tracking monitoring unit, a health information pushing unit and a prescription communication unit; the chronic disease track remote service platform consists of an exercise prescription generation unit and a user management unit; and the health data cloud platform consists of a chronic disease management target reasoning unit and a data storage unit. The chronic disease track management system combines the characteristics of convenience, easiness in carrying and the like of the mobile terminal and an Internet information technology to perform a guide function on the prevention and curing of the chronic disease of the user so as to scientifically and safely improve a chronic disease management effect.

Description

A kind of chronic disease management system for tracking based on mobile terminal and closed loop guidance method thereof

Technical field

The present invention relates to chronic disease motion intervention field, particularly relate to a kind of intelligent chronic disease management system for tracking based on mobile terminal.

Background technology

Along with the quickening of globalization, industrialization and urbanization process, the life style fast transition of the mankind, under the combined action of a series of healthy hazard factors such as overnutrition, physical exertion deficiency, environmental pollution, stress, slow sick incidence of disease sustainable growth.According to the statistics made by the departments concerned, China is existing makes a definite diagnosis chronic 2.6 hundred million people, the death that chronic disease causes has accounted for 85% of the total death of China, rural and urban population obesity rates continues to increase, physical function and quality level have downtrending, meanwhile, along with raising and the economic fast development of national life level, what people paid close attention to is no longer only these basic problems of clothing, food, lodging and transportion--basic necessities of life, to demand that is healthy and that release the pressure also in increase, and people recognize gradually just can not start preparation to the control of disease when disease arrives, intervention that should be too early is to the prevention of chronic disease and management, so the management of people to chronic disease is more paid attention to.

Although chronic disease management system progressively develops, also near ripe, still there is a lot of problem, as follows:

1, existing chronic disease management system is all deployed in hospital mostly, from survey, to health detection, all will in institute, doctor be coordinated to complete to all links of chronic disease intervention again, not only increase the weight of the work of doctor, also greatly limit the time of user's chronic disease management and add handling cost.Although some system combines mobile terminal device, mobile terminal device only can only complete the effect of auxiliary display and basic prompting, does not substantially participate in the monitoring to chronic disease and management substantive work.

2, existing chronic disease management system is not that docked checkout equipment is single, and detection means is abundant not, and the chronic disease causing the data of employing to contain is less, can not provide sufficient foundation for chronic disease management; Adopt the medical treatment detection device of specialty exactly, the complicacy of cost and operation, greatly reduces degree of participation and the usage degree of user;

3, the chronic disease management that does outside institute of user is movable, and exercise data can not be embodied in the process of chronic disease management timely and effectively, greatly reduces validity and the continuity of chronic disease management.And the dynamics that user performs the process tracking feedback of exercise prescription is inadequate, and the interchange between doctors and patients, can only go to hospital to carry out aspectant interchange with doctor by user, the complicated process that exchanges and cost, and reduce the usability of prescription.Thus greatly reduce the enthusiasm of user.

Summary of the invention

The present invention is the weak point for avoiding existing for above-mentioned prior art, propose a set of based on mobile terminal, comprise detection, assessment, motion, tracking, the intelligent chronic disease management system for tracking of feedback and the guidance method of closed loop thereof, in conjunction with feature and the Internet information technique such as mobile terminal device is convenient, portable, directive function is played to the chronic disease prevention of user and treatment, thus can science, improve the effect of chronic disease management safely.

The present invention is that technical solution problem have employed following technical scheme:

The feature of a kind of intelligent chronic disease management system for tracking based on mobile terminal of the present invention comprises: chronic disease tracing management mobile terminal device, chronic disease follow the tracks of remote service platform, healthy sign test module, locomitivity test module and health data cloud platform;

Described chronic disease tracing management mobile terminal device comprises: unit linked up by registering unit, questionnaire unit, motion tracking monitoring means, health and fitness information push unit and prescription;

Described chronic disease is followed the tracks of remote service platform and is comprised: exercise prescription generation unit and service management unit;

Described health data cloud platform comprises: chronic disease management target reasoning element and data storage cell;

Described registering unit for gathering the individual essential information of user, and stored in described data storage cell for being supplied to described chronic disease management target reasoning element;

Described questionnaire unit is for gathering user health information and investigation user chronic disease situation formation health data, and stored in described data storage cell for being supplied to described chronic disease management target reasoning element, and according to described individual essential information and health data, registered user is screened, obtain appropriate user;

Described healthy sign test module for gathering the significant achievement data of healthy sign before appropriate user motion, and stored in described data storage cell for being supplied to described chronic disease management target reasoning element;

Described locomitivity test module for gathering the significant achievement data of locomitivity before appropriate user motion, and stored in described data storage cell for being supplied to described chronic disease management target reasoning element;

Described chronic disease management target reasoning element carries out reasoning according to the significant achievement data of locomitivity before the significant achievement data of healthy sign before the individual essential information of described appropriate user, health data, appropriate user motion and appropriate user motion, obtains the chronic disease management target of appropriate user and is supplied to described exercise prescription generation unit;

Described exercise prescription generation unit is according to described chronic disease management target determination sports events; And from described data storage cell, obtain the significant achievement data of the front healthy sign of appropriate user motion and the significant achievement data of the front locomitivity of appropriate user motion, for determining the period of motion, exercise duration, motion frequency and exercise intensity; Initial motion prescription is generated by described sports events, exercise duration, motion frequency, the period of motion and exercise intensity; Utilize described exercise prescription generation unit to audit described initial motion prescription and sign and issue, thus obtain upgrade initial motion prescription and stored in described data storage cell;

The exercise prescription that unit obtains described renewal from described data storage cell linked up by described prescription, and is supplied to described appropriate user for performing;

Described motion tracking monitoring means is monitored the appropriate user performed in the exercise prescription process of described renewal, obtains motion monitoring data stored in described data storage cell;

Described prescription is linked up unit and is assessed the appropriate user performed in the exercise prescription process of described renewal, obtains user's body force feeling equal and stored in described data storage cell;

Described user management module obtains described motion monitoring data and user's body force feeling equal in described exercise prescription implementation from described data storage cell, for again upgrading the exercise prescription of described renewal, obtain the exercise prescription of optimization and stored in described data storage cell, link up unit for being supplied to described prescription;

User management module is after completing the described period of motion, the test index data of healthy sign and the test index data of locomitivity after utilizing described healthy sign test module and locomitivity test module to obtain appropriate user motion respectively also compare analysis with the move front test index data of healthy sign and test index data of locomitivity of described appropriate user, the absolute value of the difference of the sign that secures good health respectively and locomitivity, thus integrated regulation is carried out to described exercise prescription;

Described health and fitness information push unit pushes relevant health knowledge according to described chronic disease management target and knowledge of keeping fit carries out reference to described appropriate user.

The feature of the intelligent chronic disease management system for tracking based on mobile terminal of the present invention is also:

Described motion tracking monitoring means is used for weighing degree and the progress that appropriate user performs exercise prescription, and is made up of rhythm of the heart unit, movement velocity monitoring means and meter step unit;

Described rhythm of the heart unit gathers the real time kinematics heart rate of appropriate user by wearing wearable device, and is presented on chronic disease tracing management mobile terminal device; Described real time kinematics heart rate weighs the sports events implementation status of exercise prescription for the time calculating effective exercise, and for upgrade exercise prescription in exercise intensity and exercise duration as a reference;

Described movement velocity monitoring means obtains the real time kinematics speed of appropriate user by the sensor that mobile terminal device carries, and is presented on chronic disease tracing management mobile terminal device; Described real time kinematics speed for the exercise intensity in the exercise prescription for upgrading as a reference;

Described meter step statistic unit, for gathering the walking step number of appropriate user every day, to obtain the daily routines amount of appropriate user, and is presented on chronic disease tracing management mobile terminal device; Described daily routines amount weighs the performance of the daily routines amount that exercise prescription is specified, and for upgrade exercise prescription in daily routines amount as a reference.

The feature of the closed loop guidance method of a kind of intelligent chronic disease management system for tracking based on mobile terminal of the present invention is carried out as follows:

Step 1, user register individual essential information on the mobile terminal device;

Step 2, fill in questionnaires the data that secure good health;

Step 3, according to described people's essential information and health data, registered user to be screened, obtain appropriate user;

Step 4, defining variable n and m, and initialization m=1;

Healthy sign test and locomitivity test before step 5, motion;

Step 5.1, appropriate user is moved before the test of healthy sign, obtain the significant achievement data of user health sign before the motion circulated for the m time;

Step 5.2, front locomitivity of moving to appropriate user test, obtain the significant achievement data of user movement ability before the motion circulated for the m time;

Step 6, carry out reasoning, the chronic disease management target circulated for the m time that obtains appropriate user according to the significant achievement data of user movement ability before the motion of the significant achievement data of user health sign and the m time circulation before the motion of described individual essential information, health data, the m time circulation;

Step 7: according to the significant achievement data of user health sign before the chronic disease management target of the m time circulation of described appropriate user and the motion of the m time circulation, determines the healthy physical sign parameters of target circulated for the m time; And determine according to the significant achievement data of user movement ability before the chronic disease management target of the m time circulation of appropriate user and the motion of the m time circulation the target travel ability parameter circulated for the m time;

Step 8, initialization n=1;

Step 9, exercise prescription generate;

Step 9.1, determine according to the chronic disease management target of described the m time circulation the sports events that circulates for the m time; According to the significant achievement data of n-th user movement ability that significant achievement data and the m time of n-th user health sign of the m time circulation circulate, n-th exercise intensity determined n-th exercise duration circulated for the m time, n-th motion frequency of the m time circulation, the period of motion of the m time circulation and circulate for the m time; N-th exercise prescription of the m time circulation is generated by n-th exercise duration of the sports events of described the m time circulation, the m time circulation, n-th motion frequency circulated for the m time, the period of motion of the m time circulation and n-th exercise intensity of the m time circulation;

Step 9.2, to described the m time circulation n-th exercise prescription audit and sign and issue, thus obtain the m time circulation (n+1)th initial motion prescription and be supplied to appropriate user execution;

Step 10, exercise prescription perform and feed back;

Step 10.1, utilize wearable device and mobile terminal device to monitor the appropriate user performed in (n+1)th exercise prescription process of described the m time circulation, obtain (n+1)th the motion monitoring data circulated for the m time;

Step 10.2, to perform described the m time circulation (n+1)th exercise prescription process in appropriate user assess, obtain the m time circulate (n+1)th user's body force feeling equal;

Step 11, exercise prescription adjust;

Step 11.1, (n+1)th the user's body force feeling equal circulated according to (n+1)th motion monitoring data and the m time of described the m time circulation, (n+1)th exercise prescription of described the m time circulation is upgraded, obtains the n-th+2 times exercise prescriptions of the m time circulation;

Step 11.2, by the value assignment of n+2 to n+1, and return step 10 and perform, until complete the period of motion of the m time circulation;

Healthy sign test and locomitivity test after step 12, motion;

Step 12.1, appropriate user is moved after the test of healthy sign, obtain the significant achievement data of user health sign after the motion circulated for the m time;

Step 12.2, appropriate user is moved after locomitivity test, obtain the significant achievement data of user movement ability after the motion circulated for the m time;

After step 13, motion, chronic disease management effect judges and assessment;

To the target health physical sign parameters that the significant achievement data of user health sign after the motion of described the m time circulation circulates for the m time with described, and after the described motion circulated for the m time, the significant achievement data of user movement ability and the target travel ability parameter that circulates for the m time compare respectively; If the significant achievement data of user health sign is better than the healthy physical sign parameters of target of described the m time circulation after the motion of the m time circulation, and, after the motion of described the m time circulation, the significant achievement data of user movement ability is better than the target travel ability parameter of described the m time circulation, then represent the effect of the chronic disease management reaching the m time circulation, and terminate chronic disease management; Otherwise, continue to perform step 14;

Step 14, again adjustment exercise prescription also perform;

Step 14.1, according to the significant achievement data of user movement ability after the significant achievement data of user health sign after the motion of the m time circulation and the motion of described the m time circulation, the sports events of the n-th+2 times exercise prescriptions, exercise intensity and the exercise duration that described the m time circulates to be adjusted again, obtain the n-th+3 times initial motion prescriptions circulated for the m+1 time;

Step 14.2, by the value assignment of m+1 to m, the value of n+3 is assigned to n+1; And return step 10 and perform, until reach the chronic disease management effect of the m time circulation; Thus formation closed loop configuration.

Compared with the prior art, beneficial effect of the present invention is embodied in:

1, the present invention is integrated with a set of chronic disease management system for tracking comprising chronic disease tracing management mobile terminal device, chronic disease tracking remote service platform, healthy sign test module, locomitivity test module and health data cloud platform by Internet information technique; By the collection to user profile, healthy body examination index, locomitivity data, health data cloud platform infers management objectives, chronic disease follows the tracks of the remote service platform data according to management objectives and storage unit, thus formation exercise prescription, apply on the mobile terminal device for user and perform, in conjunction with the exercise data of the monitoring sensor Real-time Feedback user of mobile terminal device, implementation progress and the implementation status of exercise prescription is quantized by the exercise data of feedback, and by detecting the chronic disease management effect assessing user; Solve current to chronic disease intervene administrative time and place restriction, compensate for lack to amount of exercise carry out science quantitative statistics, lack problems such as the qualitative assessment of management effect and closed loop managements, thus instruct user to carry out chronic disease prevention and the tracing management of science, system and safety.

2, the present invention take mobile terminal device as medium, not only allow the links that information interaction is more convenient, be applied in chronic disease management quickly, but also combine the features such as mobile terminal device is convenient for carrying, movement is flexible, monitoring is convenient, together with remote service platform, the both legs of user are liberated, break the boundary of chronic disease management when and where, in the middle of the life of scientific chronic disease management safety, effectively mobile subscriber in hospital; User can anywhere or anytime by mobile terminal device being downloaded and performing exercise prescription, the execution information of feed back motion prescription, thus carry out corresponding chronic disease management, and the data of in real time upload user motion, thus make remote service platform can Real-Time Monitoring and intervene implementation status and the progress of user's prescription.

3, the rhythm of the heart module that formed together with wearable device by mobile terminal device of the present invention, and the sensor on cooperation mobile terminal device, complete meter step and movement velocity monitoring, thus by exercise data monitor user ' at the effective exercise time performed in prescription process and exercise intensity, scientifically quantize the performance of exercise prescription, for emerging chronic disease management mode provides new thinking.

4, the present invention links up unit by prescription, in conjunction with the feature that mobile terminal device communication efficiency is high, for user and service system build the platform of a timely AC regeneration; Facilitate remote service platform to understand in time progress that user performs exercise prescription, and subjective feeling when performing exercise prescription, can adjust content and the intensity of exercise prescription in real time, reach and allow prescription science, safety, the object of effectively carrying out; Meanwhile, facilitate produced problem in the timely feed back motion of user, thus improve the compliance of user.

5, the present invention combines the thought of instantly popular " internet+", propose " to be promoted social by motion, by social brought into motion " chronic disease management theory, by the process that the result of each execution exercise prescription and exercise prescription perform by mobile terminal device, and exercise data can be quick, be published to easily in social media, thus realize the chronic disease management of social, more friend is attracted to come together the management chronic disease of science by social media, and can supervise in the drive of friend with under promoting the target oneself completing chronic disease management further, for chronic disease management explores a new road.

6, the present invention pushes some some health knowledges about the chronic disease management object of its needs management and knowledge of keeping fit, comprising working and resting arrangement, diet suggestion etc. to user in real time by internet; Make user not only from motion, manage chronic disease, in life, chronic disease can also be managed in each details, thus set up chronic disease management service system that is comprehensive, three-dimensional.

Accompanying drawing explanation

Fig. 1 is system architecture schematic diagram of the present invention;

Fig. 2 is System Utilization Procedure process flow diagram of the present invention.

Embodiment

In the present embodiment, as shown in Figure 1, a kind of composition of the intelligent chronic disease management system for tracking based on mobile terminal comprises: chronic disease tracing management mobile terminal device, chronic disease follow the tracks of remote service platform, healthy sign test module, locomitivity test module and health data cloud platform; Chronic disease tracing management mobile terminal device, chronic disease follow the tracks of remote service platform and each detection module does not carry out directly mutual; What the storage unit in health data cloud platform adopted is MySql database, and each detection module directly by Internet of Things access MySql database, stores or obtains relevant data and operate, then return results data to database; Chronic disease tracing management mobile terminal device and chronic disease are followed the tracks of the MySql database of remote service platform not directly and in health data cloud platform and are carried out alternately, but the indirect and MySql data interaction by WebService, obtain result data by WebService to carry out operating and showing, and by WebService to the MySql data database storing in health data cloud platform.

Chronic disease tracing management mobile terminal device comprises: unit linked up by registering unit, questionnaire unit, motion tracking monitoring means, health and fitness information push unit and prescription;

Chronic disease is followed the tracks of remote service platform and is comprised: exercise prescription generation unit and service management unit;

Health data cloud platform comprises: chronic disease management target reasoning element and data storage cell;

Registering unit for gathering the individual essential information of user, and stored in data storage cell for being supplied to chronic disease management target reasoning element; During concrete enforcement, first mobile terminal device registers collection user basic information by user: name, sex, age, body weight, height, after carrying out statistical study, find that these essential informations are that user is ready to fill in most, and can representative of consumer personal characteristics;

Questionnaire unit is for gathering user health information and investigation user chronic disease situation formation health data, and stored in data storage cell for being supplied to chronic disease management target reasoning element, and according to individual essential information and health data, registered user is screened, obtain the crowd of suitable chronic disease management, and exercise risk assessment acquisition exercise risk assessment result is carried out to appropriate user; During concrete enforcement, then pass through the common chronic disease of PAR-Q questionnaire, motion contraindication examination questionnaire, cardiovascular danger evaluation questionnaire and human body or uncomfortable disease questionnaire collection user health data;

PAR-Q questionnaire and motion contraindication examination questionnaire are for getting rid of motion user more harm than good; Choose the user of any one in PARQ questionnaire or motion contraindication examination questionnaire, show that its motion is more harm than good, so screen out this kind of user, mobile terminal device reminding user seeking medical attention, in order to avoid meet accident during oneself motion; Information acquisition collected by user basic information, PARQ questionnaire and motion contraindication examination questionnaire is suitable for sport and body-building crowd;

For in cardiovascular danger evaluation questionnaire, comprise disorder in screening, symptom examination and hazards examination three step and carry out exercise risk assessment, exercise risk assessment result comprises: exercise risk is high-risk, danger and the low danger of exercise risk in exercise risk; Cardiovascular danger evaluation questionnaire comprises disorder in screening, symptom examination and hazards examination; There is one to choose as "Yes" in " disorder in screening " or " symptom examination ", then determine that the user is people at highest risk, and record this disease name, need during exercise test to give medical control; There is the user being more than or equal to two " hazards examinations " and be defined as middle danger crowd, in exercise prescription, during suggestion motion, when carrying out strenuous exercise (heart rate is more than 150 beats/min or be greater than 70% peak power or RPE is greater than 14), medical control being carried out for middle danger crowd.

The chronic disease that human body is common or uncomfortable disease questionnaire comprise common disease rank, common uncomfortable disease rank and common Indexes Abnormality rank, common disease rank comprises the hypertension belonging to the circulation system, belong to NASH and the type-II diabetes of metabolic system, belong to the anxiety and depression of neuropsychiatric, belong to sit quietly owing to bending over the desk for a long time arthritis and cervical spondylopathy that cause of skeletal system, common uncomfortable disease rank comprise belong to digestive system owing to lacking kinetic abdominal distension, gasteremphraxis and constipation, belong to the back pain of skeletal system, common Indexes Abnormality rank comprises the dyslipidemia and impaired glucose tolerance that belong to metabolic system.The disease that the chronic disease common by human body or uncomfortable disease questionnaire acquisition user choose, uncomfortable disease, Indexes Abnormality information, be supplied to chronic disease management target reasoning element, participates in the reasoning of chronic disease management target.

Healthy sign test module for gathering the significant achievement data of healthy sign before appropriate user motion, and stored in data storage cell for being supplied to chronic disease management target reasoning element; Healthy sign test module comprises human body composition terminal device, cardiovascular function terminal device, lung function terminal device, body balanced termination equipment and bone density terminal device;

Obtain body fat rate by human body composition terminal device, thus obtain the obese degree of user, obese degree is divided into that body fat is normal, Overweight and obesity, and chronic disease management target reasoning element is chosen overweight or obesity and listed in the disease rank of metabolic system;

Pressure value is obtained by cardiovascular function terminal device, the blood pressure degree of user is obtained according to blood pressure values obtained, blood pressure degree is divided into low blood pressure, blood pressure normal, normal high level, one-level hypertension, secondary hypertension and three grades of hypertension, chronic disease management target reasoning element chooses low blood pressure, normal high level, one-level hypertension or secondary hypertension are listed in the disease rank of the circulation system, during concrete enforcement, three grades of hypertension users have been screened out by PAR-Q questionnaire.The stiff degree of blood vessel of user is obtained according to the growth indices obtained, the stiff degree of blood vessel be divided into blood vessel normal, have artery sclerosis sign and artery sclerosis, chronic disease management target reasoning element chooses artery sclerosis sign or artery sclerosis is listed in the disease rank of the circulation system; Obtain user Heart function ability according to subendocardiac muscle vigor rate, Heart function ability is divided into that cardiac function is normal, cardiac function is poor, cardiac function is very poor; Chronic disease management target reasoning element chooses that cardiac function is poor or cardiac function is very poor lists in the disease rank of the circulation system;

The data obtained by lung function terminal device, user's chronic obstructive pulmonary disease judged result is obtained according to the ratio of Forced expiratory volume in one second and forced vital capacity and Forced expiratory volume in one second and predicted value ratio, ratio according to forced vital capacity and Forced expiratory volume in one second and forced vital capacity obtains user's ventilatory dysfunction judged result, judged result is divided into that pulmonary ventilation function is normal, vital capacity is low, ventilation defects, chronic obstructive pulmonary disease, and chronic disease management target reasoning element chooses that vital capacity is low, ventilation defects or chronic obstructive pulmonary disease are listed in the disease rank of respiratory system;

Shake speed by body balanced termination equipment acquisition center to judge, obtain user's static balancing ability, static balancing ability is divided into that balanced capacity is normal, balanced capacity is outstanding, balanced capacity is poor, and chronic disease management target reasoning element chooses that balanced capacity is poor to be listed in the disease rank of neuromuscular system;

Bone strength exponential sum T value is obtained by bone density terminal device, obtain user's osteoporosis degree, osteoporosis degree is divided into that sclerotin is normal, sclerotin reduces and osteoporosis, and chronic disease management target reasoning element is chosen sclerotin and to be reduced or osteoporosis is listed in the disease rank of skeletal system;

The test index data that speed and bone strength exponential sum T value form user's initial health sign are shaken by the ratio of body fat rate, pressure value, growth indices and subendocardiac muscle vigor rate, forced vital capacity, Forced expiratory volume in one second and forced vital capacity and Forced expiratory volume in one second and predicted value ratio, center.

Locomitivity test module for gathering the significant achievement data of locomitivity before appropriate user motion, and stored in data storage cell for being supplied to chronic disease management target reasoning element; Locomitivity test module comprises aerobic endurance terminal device and muscle strength terminal device, for gathering the test index data of the initial motion ability of user, is made up of speed, the gradient, heart rate and met value and peak power.

Aerobic endurance terminal device, based on treadmill and heart rate monitor apparatus, comprises maximum intensity load test and time large intensity load test two kinds of patterns; During concrete enforcement, acquisition comprises speed, the gradient, heart rate and met value and judges, acquisition cardiorespiratory Endurance is graded, cardiorespiratory Endurance grading is divided into that cardiorespiratory Endurance is poor, cardiorespiratory Endurance is poor, cardiorespiratory Endurance is good and cardiorespiratory Endurance is excellent, and chronic disease management target reasoning element chooses that cardiorespiratory Endurance is poor or cardiorespiratory Endurance is poor lists in the Indexes Abnormality rank of the circulation system;

Muscle strength test, based on the whole body strength test pattern of rowing machine and the lower limbs strength test pattern of training apparatus for legs, tests out whole body strength and lower limbs strength respectively.The athletic constitution of locomitivity test module test subscriber, the user for limitation of movement carries out the specific physical performance that special fitness training improves user, thus improves integrated motion ability.During concrete enforcement, the peak power according to comprising in displacement testing journal sheet judges, obtains muscle strength grading, and muscle strength grading is divided into that muscle strength is poor, muscle strength is poor, muscle strength is good and muscle strength is excellent.Chronic disease management target reasoning element chooses that muscle strength is poor or muscle strength is poor lists in the Indexes Abnormality rank of neuromuscular system.

Chronic disease management target reasoning element carries out reasoning according to the significant achievement data of locomitivity before the significant achievement data of healthy sign before the individual essential information of appropriate user, health data, appropriate user motion and appropriate user motion, obtains the chronic disease management target of appropriate user and is supplied to exercise prescription generation unit;

Chronic disease management target reasoning element is according to the individual essential information of appropriate user, health data obtains the disease that user chooses, uncomfortable disease, Indexes Abnormality information, according to the disease that the significant achievement data of user health sign secures good health shown by testing journal sheet, and obtain the Indexes Abnormality information shown by exercise test form according to the significant achievement data of user movement ability, the disease chosen by user, uncomfortable disease, Indexes Abnormality information, disease shown by Fitness Testing form and the Indexes Abnormality information structure multi-source information shown by exercise test form, and prioritization is carried out to multi-source information, override item in acquisition ranking results is as chronic disease management target.

Prioritization is carried out as follows:

Step 1, to sort according to ordering rule one-to-many source information, obtain first time ranking results;

Ordering rule one is: disease rank has precedence over uncomfortable disease rank, and uncomfortable disease rank has precedence over Indexes Abnormality rank;

Step 2, according to ordering rule two, first time ranking results to be sorted, obtain second time ranking results;

Ordering rule two is: in rank of the same race, the circulation system has precedence over metabolic system, metabolic system has precedence over digestive system, digestive system has precedence over neuropsychiatric, neuropsychiatric has precedence over respiratory system, respiratory system has precedence over neuromuscular system, and neuromuscular system has precedence over skeletal system.

During concrete enforcement, if there is two or more chronic disease management target arranged side by side after second time ranking results, then by user according to feel selection in the urgent need to the result improved as current chronic disease management target.

Exercise prescription generation unit is according to chronic disease management target determination sports events; And from data storage cell, obtain the significant achievement data of the front healthy sign of appropriate user motion and the significant achievement data of the front locomitivity of appropriate user motion, for determining exercise duration, motion frequency, the period of motion and exercise intensity; Initial motion prescription is generated by sports events, exercise duration, motion frequency, the period of motion and exercise intensity; Utilize exercise prescription generation unit to audit initial motion prescription and sign and issue, thus obtain upgrade initial motion prescription and stored in data storage cell;

Wherein, sports events comprises warm-up project, master project and Consolidation Project; Warm-up project refers to before any master project, with lighter activity, and prior activity limbs, for body movement more strong is subsequently prepared, about 5-10 minute jog or all-around exercises; The items selection of master project comprises endurance training project, work against resistance project, and endurance events is ridden by Power Vehicle, jog, walking, basketball, walk the sub-projects such as race, gymnastics, swimming in water and form; Impedance training program by push-up, lie on the back to crank arm and the sub-project such as to stretch and form; Chronic disease management target according to user is arranged in pairs or groups, the sub-project of endurance training project and impedance training program; After Consolidation Project refers to any master project, make human body by tense situation excessively to the extensional motion of about 5 minutes of rest state;

Exercise intensity in exercise prescription comprises endurance exercise intensity and resistive exercise intensity, and endurance exercise intensity is the number percent acquisition of being multiplied by aerobic endurance full test value by aerobic endurance maximum heart rate; Resistive exercise intensity is the number percent acquisition of being multiplied by muscle strength full test value by muscle strength full test value; Aerobic endurance maximum heart rate is obtained by aerobic endurance terminal device; Muscle strength full test value is obtained by muscle strength terminal device; The number percent of aerobic endurance full test value and the number percent of muscle strength full test value determined by chronic disease management target.

The exercise prescription that unit obtains renewal from data storage cell linked up by prescription, and is supplied to appropriate user for performing; During concrete enforcement, prescription is linked up unit and is stored in by the exercise prescription that prescription generating unit generates in the storage unit of health data cloud platform, and appropriate user is applied for by mobile terminal device and performed exercise prescription from health data cloud platform; Prescription is linked up unit and is carried out motion tracking monitoring and evaluation to the appropriate user performed in the exercise prescription process that upgrades, obtains user's body force feeling equal stored in data storage cell;

Motion tracking monitoring means is monitored the appropriate user performed in the exercise prescription process that upgrades, obtains motion monitoring data stored in data storage cell; Specifically, motion tracking monitoring means is used for weighing degree and the progress that appropriate user performs exercise prescription, and is made up of rhythm of the heart unit, movement velocity monitoring means and meter step unit;

Rhythm of the heart unit gathers the real time kinematics heart rate of appropriate user by wearing wearable device, and is presented in chronic disease tracing management mobile device terminal; Real time kinematics heart rate weighs the sports events implementation status of exercise prescription for the time calculating effective exercise, and for upgrading exercise intensity in exercise prescription and exercise duration as a reference; During concrete enforcement, appropriate user wears wearable device, undertaken alternately by host-host protocol and mobile terminal device, gather real-time heart rate data during appropriate user execution exercise prescription, and show heart rate track on the terminal device, and the exercise intensity heart rate range marked in exercise prescription, carry out reference for during user movement; By mobile terminal device, the exercise data that appropriate user is per minute is added up, add up its effective exercise time, even if the heart rate value of 80% is greater than an effective time in stage of this minute of minimum effective value heart rate; Statistics can be regarded as the effective exercise time more than 10 times of one minute, adds up always; If during each minute statistics, centre has continuous 3 within one minute, not meet, just total resetting less than 10 minutes statistics is added up again; If middle ungratified the number of minutes is less than 3, time of back statistically adding up just before upper, thus the error getting rid of that contingency motion stopping causes to a certain extent;

Movement velocity monitoring means obtains the real time kinematics speed of appropriate user by the sensor that mobile terminal device carries, and is presented on chronic disease tracing management mobile terminal device; Real time kinematics speed is used for for upgrading exercise intensity in exercise prescription as a reference;

Meter step statistic unit, for gathering the walking step number of appropriate user every day, to obtain the daily routines amount of appropriate user, and is presented on chronic disease tracing management mobile terminal device; Daily routines amount weighs the performance of the daily routines amount that exercise prescription is specified, and for upgrading daily routines amount in exercise prescription as a reference; During concrete enforcement, by the sensor device of mobile terminal device, the step number of appropriate user walking every day can be calculated, by the healthy step number of statistics appropriate user every day, thus reflect the daily routines amount of appropriate user every day.

User management module obtains motion monitoring data and user's body force feeling equal in exercise prescription implementation from data storage cell, for again upgrading appropriate user sensation RPE16 level (very painstaking) and above exercise prescription, obtain the exercise prescription of optimization and stored in data storage cell, link up unit for being supplied to prescription;

User management module is after completing the exercise prescription performance period, healthy sign test module and locomitivity test module is utilized to obtain the test index data of the user health sign of renewal and the test index data of locomitivity respectively and compare analysis with the test index data of initial user health sign and the test index data of locomitivity, the absolute value result of the difference of the sign that secures good health and locomitivity, thus integrated regulation is carried out to exercise prescription.

Integrated regulation comprises reselecting sports events, redefining of exercise intensity and exercise duration.During concrete enforcement, the user movement prescription performance period being obesity as moving target is 3 months, because fat user is the shortest only adhere to that fat-reducing just has more stable effect in 3 months, so after user performs 3 months, healthy sign test and locomitivity test are carried out again to user, the test index data of renewal and initial test data is compared, the absolute value of calculated difference, if the absolute value of difference is less than desired value, then should carry out integrated regulation to the exercise prescription of user.Integrated regulation comprises and reselects sports events, redefines exercise intensity, exercise duration and motion frequency.Desired value is determined according to moving target.As in the initial health physical sign parameters of this user, body fat rate is 32%, moving target is fat, the exercise prescription performance period is 3 months, and determine that desired value is 5%, if obtaining the body fat rate upgraded after 3 months is 28%, so the absolute value of calculated difference is ︳ 28%-32% ︱=4% < 5%, namely should carry out integrated regulation to the exercise prescription of user; Moving target as user is low blood pressure, determine that desired value is 15mmHg, initial contraction pressure is 70mmHg, after 3 months performance periods, renewal systolic pressure is 80mmHg, so the absolute value of calculated difference is ︳ 80mmHg-70mmHg ︱=10mmHg < 15mmHg, namely should carry out integrated regulation to the exercise prescription of user.

Service management unit transfers the memory cell data of health data cloud platform for calculating motion total amount, thus carries out recruitment evaluation to exercise prescription, and the assessment result of acquisition is used for adjusting the exercise intensity of exercise prescription or exercise duration.Motion total amount is calculated according to the execution result of the exercise intensity completed in result and the execution time of exercise duration, motion total amount take sports energy consumption as representative, execution result as the exercise intensity of certain user is xMETs, the execution time of exercise duration is y minute, so sports energy consumption (kilocalorie)=(x-1) METs × 3.5 × body weight kg/200 × y minute.The actual sports energy consumption performed and the sports energy consumption in exercise prescription compare also calculated difference, if difference is less than zero, illustrate that exercise intensity or the exercise duration of actual execution are not enough, should adjust the exercise intensity of exercise prescription or exercise duration, suitably improve exercise intensity or suitably reduce intensity and increase exercise duration.

Health and fitness information push unit pushes relevant health knowledge according to chronic disease management target and knowledge of keeping fit carries out reference to appropriate user.

As shown in Figure 2, a kind of chronic disease tracing management guidance method based on closed loop configuration is carried out as follows:

Step 1, user log in mobile terminal device;

Step 1.1, the user had not yet registered register essential information;

Step 1.2, the direct login system of registered user or amendment user basic information

Step 2, user fill in questionnaires the data that secure good health on the mobile terminal device;

During concrete enforcement, user enters questionnaire unit on the mobile terminal device, fill in exercise risk evaluation questionnaire, comprise PAR-Q questionnaire, chronic disease that human body that cardiovascular danger evaluation questionnaire, motion contraindication examination questionnaire, check-up equipment fail to cover is common or uncomfortable disease questionnaire; Thus obtain the health data of user;

Step 3, according to essential information and health data, registered user to be screened, obtain appropriate user;

During concrete enforcement, according to the health status questionnaire that essential information, the questionnaire of user's registration are filled in, and the result of chronic disease questionnaire, carry out user and screen the crowd obtaining suitable chronic disease Sport Administration, wherein for the user not meeting native system management condition or exercise risk in questionnaire result and be greater than motion income, stop management process, and point out it can not participate in the reason of native system;

Step 4, defining variable n and m, and initialization m=1;

Healthy sign test and locomitivity test before step 5, motion;

Step 5.1, appropriate user is moved before the test of healthy sign, obtain the significant achievement data of user health sign before the motion circulated for the m time; In the present embodiment, before motion, the significant achievement data of user health sign comprises: the ratio of body fat rate, pressure value, growth indices and subendocardiac muscle vigor rate, forced vital capacity, Forced expiratory volume in one second and forced vital capacity and Forced expiratory volume in one second and predicted value ratio, center shake speed and bone strength exponential sum T value; Wherein, fracture occurrence risk high crowd during the motion obtained according to T value; Low for bone strength, the crowd that occurrence risk of fracturing during motion is high, when exercise prescription generates, reminds during motion and needs professional person to accompany, thus reduce incidence of fracture in motion; These indexs are indexs of the table of each test terminal equipment, and the improvement of the uncomfortable health status of part can by the change indirect reaction of these indexs out, as type-II diabetes or impaired glucose tolerance can by falling body weight to improve;

Locomitivity test before step 5.2, motion;

Appropriate user is moved the test of front locomitivity, obtains the significant achievement data of user movement ability before the motion circulated for the m time; In the present embodiment, before motion, the significant achievement data of user movement ability comprises: maximum heart rate, maximum met value and peak power; Maximum heart rate, maximum met value are obtained by aerobic endurance terminal device, aerobic endurance terminal device is based on treadmill and heart rate monitor apparatus, peak power completes based on muscle strength terminal device, and muscle strength terminal device is based on whole body strength testing apparatus, lower limbs strength testing apparatus and upper limbs force testing apparatus.

The locking of step 6, user's chronic disease management target;

According to individual essential information, health data, before the motion of the m time circulation, before the significant achievement data of user health sign and the motion that circulates for the m time, the significant achievement data of user movement ability carries out reasoning, obtain the chronic disease management target of the m time circulation of appropriate user, and show user by mobile terminal device, it is the uncomfortable health status chosen by obtaining user in the common chronic disease of human body or uncomfortable disease questionnaire that health status to be improved comprises, before motion before the significant achievement data of user health sign and/or motion user movement ability significant achievement data in chronic disease management target corresponding to the significant achievement data of the significant achievement data of healthy sign to be improved that obtains and/or locomitivity,

Step 7: according to the significant achievement data of user health sign before the chronic disease management target of the m time circulation of appropriate user and the motion of the m time circulation, determines the healthy physical sign parameters of target circulated for the m time; And determine according to the significant achievement data of user movement ability before the chronic disease management target of the m time circulation of appropriate user and the motion of the m time circulation the target travel ability parameter circulated for the m time;

During concrete enforcement, the value that the locomitivity parameter of healthy physical sign parameters and/or the m time circulation circulated for the m time should be improved first is determined according to the chronic disease management target of the m time circulation, and then the target health physical sign parameters that circulates for the m time is determined according to the value that the healthy physical sign parameters of the significant achievement data of user health sign and the m time circulation before the motion of the m time circulation should improve, the value should improved according to the significant achievement data of user movement ability before the motion of the m time circulation and the locomitivity parameter that circulates for the m time determines the target travel ability parameter circulated for the m time, if body fat rate in initial health physical sign parameters is 32%, moving target is lipopenicillinase, so determine to reduce by 5% in the period of motion, namely obtaining target body fat rate is 27%.

Step 8, initialization n=1;

Step 9, exercise prescription generate;

Step 9.1, determine according to the chronic disease management target of the m time circulation the sports events that circulates for the m time; According to the significant achievement data of n-th user movement ability that significant achievement data and the m time of n-th user health sign of the m time circulation circulate, n-th exercise intensity determined n-th exercise duration circulated for the m time, n-th motion frequency of the m time circulation, the period of motion of the m time circulation and circulate for the m time; N-th exercise prescription of the m time circulation is generated by n-th exercise duration of the sports events of the m time circulation, the m time circulation, n-th motion frequency circulated for the m time, the period of motion of the m time circulation and n-th exercise intensity of the m time circulation;

During concrete enforcement, warm-up and aerobic exercise are reacted by exercise heart rate scope, impedance exercise is reacted by group several number.For exercise duration and motion frequency, pre-set bound.Exercise prescription comprises the coding-down exercise of after the warming-up exercise of formal motion precontract 10-15 minute, formal motion and formal motion about 10-15 minute.

Step 9.2, to the m time circulation n-th exercise prescription audit and sign and issue, thus obtain the m time circulation (n+1)th initial motion prescription and be supplied to appropriate user execution;

During concrete enforcement, the exercise prescription of exercise prescription generation unit according to generation of remote service platform and the objective circumstances of appropriate user, the hobby of such as appropriate user and habits and customs, and suitably suitable adjustment is carried out to the sports events in n-th exercise prescription of the m time circulation, exercise intensity, exercise duration, motion frequency in conjunction with clinical experience.Audit and sign and issue (n+1)th exercise prescription circulated for the m time;

Step 10, exercise prescription perform and feed back;

Step 10.1, utilize wearable device and mobile terminal device to monitor the appropriate user in (n+1)th exercise prescription process of execution the m time circulation, obtain (n+1)th the motion monitoring data circulated for the m time;

During concrete enforcement, wearable device and mobile terminal device form the heart rate data of heart rate detection module acquires user, and mobile terminal device gathers the meter step data of user, movement velocity and run duration.These exercise datas upload in the storage unit of healthy cloud data platform;

Step 10.2, the appropriate user in (n+1)th exercise prescription process of execution the m time circulation to be assessed, obtain (n+1)th the user's body force feeling equal circulated for the m time;

During concrete enforcement, the exercise prescription implementation status of unit real-time follow-up appropriate user linked up by prescription, assesses, and obtain user's body force feeling equal and feed back to exercise prescription generation unit the exercise prescription implementation status of appropriate user;

Step 11, exercise prescription adjust;

Step 11.1, (n+1)th the user's body force feeling equal circulated according to (n+1)th motion monitoring data and the m time of the m time circulation, upgrade (n+1)th exercise prescription of the m time circulation, obtain the n-th+2 times exercise prescriptions of the m time circulation;

During concrete enforcement, the exercise intensity that acceptance level when considering appropriate user actual motion and exercise prescription provide inconsistent, must adjust the exercise intensity in appropriate user exercise prescription and exercise duration, thus improve the compliance of user; According to the feedback information in the appropriate user motion process that prescription communication unit is collected, and the meter step data that on remote service platform, monitor user ' mobile device is uploaded, heart rate data, the data of effective exercise time, the exercise intensity of (n+1)th exercise prescription of the m time circulation, exercise duration are adjusted; According to (n+1)th user's body force feeling equal of the m time circulation, for the user of conscious fatigue, the exercise intensity of about 5% can be reduced, increase the exercise duration of about 10 minutes simultaneously, for conscious user easily, can increase by the exercise intensity of about 5%, reduce by the exercise duration of about 10 minutes simultaneously; And be again handed down to the adjusted exercise prescription of appropriate user by prescription communication unit, user also by new exercise prescription, adjusts motion;

Step 11.2, by the value assignment of n+2 to n+1, and return step 10 and perform, until complete the period of motion of the m time circulation;

Healthy sign test and locomitivity test after step 12, motion;

Step 12.1, the appropriate user executing the period of motion is moved after the test of healthy sign, obtain the significant achievement data of user health sign after the motion circulated for the m time;

Step 12.2, the user executing the period of motion is moved after locomitivity test, obtain the significant achievement data of user movement ability after the motion circulated for the m time;

After step 13, motion, chronic disease management effect judges and assessment;

During concrete enforcement, to the significant achievement data of user health sign after the motion of the m time circulation and the target health physical sign parameters that circulate for the m time, and after the motion circulated for the m time, the significant achievement data of user movement ability and the target travel ability parameter that circulates for the m time compare respectively; If the significant achievement data of user health sign is better than the healthy physical sign parameters of target of the m time circulation after the motion of the m time circulation, and, after the motion of the m time circulation, the significant achievement data of user movement ability is better than the target travel ability parameter of the m time circulation, then represent the effect of the chronic disease management reaching the m time circulation, terminate chronic disease management; Otherwise, continue to perform step 14;

Step 14, again adjustment exercise prescription also perform;

Step 14.1, according to the significant achievement data of user movement ability after the motion of the significant achievement data of user health sign and the m time circulation after the motion of the m time circulation, the sports events of the n-th+2 times exercise prescriptions that acquisition circulates for the m time, exercise intensity and exercise duration to be adjusted again, obtain the n-th+3 times exercise prescriptions circulated for the m+1 time;

Step 14.2, by the value assignment of m+1 to m, the value of n+3 is assigned to n+1; And return step 10 and perform, until reach the chronic disease management effect of the m time circulation; Thus formation closed loop configuration.

Claims (3)

1. based on an intelligent chronic disease management system for tracking for mobile terminal, it is characterized in that comprising: chronic disease tracing management mobile terminal device, chronic disease follow the tracks of remote service platform, healthy sign test module, locomitivity test module and health data cloud platform;

Described chronic disease tracing management mobile terminal device comprises: unit linked up by registering unit, questionnaire unit, motion tracking monitoring means, health and fitness information push unit and prescription;

Described chronic disease is followed the tracks of remote service platform and is comprised: exercise prescription generation unit and service management unit;

Described health data cloud platform comprises: chronic disease management target reasoning element and data storage cell;

Described registering unit for gathering the individual essential information of user, and stored in described data storage cell for being supplied to described chronic disease management target reasoning element;

Described questionnaire unit is for gathering user health information and investigation user chronic disease situation formation health data, and stored in described data storage cell for being supplied to described chronic disease management target reasoning element, and according to described individual essential information and health data, registered user is screened, obtain appropriate user;

Described healthy sign test module for gathering the significant achievement data of healthy sign before appropriate user motion, and stored in described data storage cell for being supplied to described chronic disease management target reasoning element;

Described locomitivity test module for gathering the significant achievement data of locomitivity before appropriate user motion, and stored in described data storage cell for being supplied to described chronic disease management target reasoning element;

Described chronic disease management target reasoning element carries out reasoning according to the significant achievement data of locomitivity before the significant achievement data of healthy sign before the individual essential information of described appropriate user, health data, appropriate user motion and appropriate user motion, obtains the chronic disease management target of appropriate user and is supplied to described exercise prescription generation unit;

Described exercise prescription generation unit is according to described chronic disease management target determination sports events; And from described data storage cell, obtain the significant achievement data of the front healthy sign of appropriate user motion and the significant achievement data of the front locomitivity of appropriate user motion, for determining the period of motion, exercise duration, motion frequency and exercise intensity; Initial motion prescription is generated by described sports events, exercise duration, motion frequency, the period of motion and exercise intensity; Utilize described exercise prescription generation unit to audit described initial motion prescription and sign and issue, thus obtain upgrade initial motion prescription and stored in described data storage cell;

The exercise prescription that unit obtains described renewal from described data storage cell linked up by described prescription, and is supplied to described appropriate user for performing;

Described motion tracking monitoring means is monitored the appropriate user performed in the exercise prescription process of described renewal, obtains motion monitoring data stored in described data storage cell;

Described prescription is linked up unit and is assessed the appropriate user performed in the exercise prescription process of described renewal, obtains user's body force feeling equal and stored in described data storage cell;

Described user management module obtains described motion monitoring data and user's body force feeling equal in described exercise prescription implementation from described data storage cell, for again upgrading the exercise prescription of described renewal, obtain the exercise prescription of optimization and stored in described data storage cell, link up unit for being supplied to described prescription;

User management module is after completing the described period of motion, the test index data of healthy sign and the test index data of locomitivity after utilizing described healthy sign test module and locomitivity test module to obtain appropriate user motion respectively also compare analysis with the move front test index data of healthy sign and test index data of locomitivity of described appropriate user, the absolute value of the difference of the sign that secures good health respectively and locomitivity, thus integrated regulation is carried out to described exercise prescription;

Described health and fitness information push unit pushes relevant health knowledge according to described chronic disease management target and knowledge of keeping fit carries out reference to described appropriate user.

2. the intelligent chronic disease management system for tracking based on mobile terminal according to claim 1, it is characterized in that: described motion tracking monitoring means is used for weighing degree and the progress that appropriate user performs exercise prescription, and be made up of rhythm of the heart unit, movement velocity monitoring means and meter step unit;

Described rhythm of the heart unit gathers the real time kinematics heart rate of appropriate user by wearing wearable device, and is presented on chronic disease tracing management mobile terminal device; Described real time kinematics heart rate weighs the sports events implementation status of exercise prescription for the time calculating effective exercise, and for upgrade exercise prescription in exercise intensity and exercise duration as a reference;

Described movement velocity monitoring means obtains the real time kinematics speed of appropriate user by the sensor that mobile terminal device carries, and is presented on chronic disease tracing management mobile terminal device; Described real time kinematics speed for the exercise intensity in the exercise prescription for upgrading as a reference;

Described meter step statistic unit, for gathering the walking step number of appropriate user every day, to obtain the daily routines amount of appropriate user, and is presented on chronic disease tracing management mobile terminal device; Described daily routines amount weighs the performance of the daily routines amount that exercise prescription is specified, and for upgrade exercise prescription in daily routines amount as a reference.

3., based on a closed loop guidance method for the intelligent chronic disease management system for tracking of mobile terminal, its feature is carried out as follows:

Step 1, user register individual essential information on the mobile terminal device;

Step 2, fill in questionnaires the data that secure good health;

Step 3, according to described people's essential information and health data, registered user to be screened, obtain appropriate user;

Step 4, defining variable n and m, and initialization m=1;

Healthy sign test and locomitivity test before step 5, motion;

Step 5.1, appropriate user is moved before the test of healthy sign, obtain the significant achievement data of user health sign before the motion circulated for the m time;

Step 5.2, front locomitivity of moving to appropriate user test, obtain the significant achievement data of user movement ability before the motion circulated for the m time;

Step 6, carry out reasoning, the chronic disease management target circulated for the m time that obtains appropriate user according to the significant achievement data of user movement ability before the motion of the significant achievement data of user health sign and the m time circulation before the motion of described individual essential information, health data, the m time circulation;

Step 7: according to the significant achievement data of user health sign before the chronic disease management target of the m time circulation of described appropriate user and the motion of the m time circulation, determines the healthy physical sign parameters of target circulated for the m time; And determine according to the significant achievement data of user movement ability before the chronic disease management target of the m time circulation of appropriate user and the motion of the m time circulation the target travel ability parameter circulated for the m time;

Step 8, initialization n=1;

Step 9, exercise prescription generate;

Step 9.1, determine according to the chronic disease management target of described the m time circulation the sports events that circulates for the m time; According to the significant achievement data of n-th user movement ability that significant achievement data and the m time of n-th user health sign of the m time circulation circulate, n-th exercise intensity determined n-th exercise duration circulated for the m time, n-th motion frequency of the m time circulation, the period of motion of the m time circulation and circulate for the m time; N-th exercise prescription of the m time circulation is generated by n-th exercise duration of the sports events of described the m time circulation, the m time circulation, n-th motion frequency circulated for the m time, the period of motion of the m time circulation and n-th exercise intensity of the m time circulation;

Step 9.2, to described the m time circulation n-th exercise prescription audit and sign and issue, thus obtain the m time circulation (n+1)th initial motion prescription and be supplied to appropriate user execution;

Step 10, exercise prescription perform and feed back;

Step 10.1, utilize wearable device and mobile terminal device to monitor the appropriate user performed in (n+1)th exercise prescription process of described the m time circulation, obtain (n+1)th the motion monitoring data circulated for the m time;

Step 10.2, to perform described the m time circulation (n+1)th exercise prescription process in appropriate user assess, obtain the m time circulate (n+1)th user's body force feeling equal;

Step 11, exercise prescription adjust;

Step 11.1, (n+1)th the user's body force feeling equal circulated according to (n+1)th motion monitoring data and the m time of described the m time circulation, (n+1)th exercise prescription of described the m time circulation is upgraded, obtains the n-th+2 times exercise prescriptions of the m time circulation;

Step 11.2, by the value assignment of n+2 to n+1, and return step 10 and perform, until complete the period of motion of the m time circulation;

Healthy sign test and locomitivity test after step 12, motion;

Step 12.1, appropriate user is moved after the test of healthy sign, obtain the significant achievement data of user health sign after the motion circulated for the m time;

Step 12.2, appropriate user is moved after locomitivity test, obtain the significant achievement data of user movement ability after the motion circulated for the m time;

After step 13, motion, chronic disease management effect judges and assessment;

To the target health physical sign parameters that the significant achievement data of user health sign after the motion of described the m time circulation circulates for the m time with described, and after the described motion circulated for the m time, the significant achievement data of user movement ability and the target travel ability parameter that circulates for the m time compare respectively; If the significant achievement data of user health sign is better than the healthy physical sign parameters of target of described the m time circulation after the motion of the m time circulation, and, after the motion of described the m time circulation, the significant achievement data of user movement ability is better than the target travel ability parameter of described the m time circulation, then represent the effect of the chronic disease management reaching the m time circulation, and terminate chronic disease management; Otherwise, continue to perform step 14;

Step 14, again adjustment exercise prescription also perform;

Step 14.1, according to the significant achievement data of user movement ability after the significant achievement data of user health sign after the motion of the m time circulation and the motion of described the m time circulation, the sports events of the n-th+2 times exercise prescriptions, exercise intensity and the exercise duration that described the m time circulates to be adjusted again, obtain the n-th+3 times initial motion prescriptions circulated for the m+1 time;

Step 14.2, by the value assignment of m+1 to m, the value of n+3 is assigned to n+1; And return step 10 and perform, until reach the chronic disease management effect of the m time circulation; Thus formation closed loop configuration.