CN103445777A - Monitoring method implemented by aid of sleep and fatigue monitoring watch device and sleep and fatigue monitoring normalized small devices - Google Patents

Monitoring method implemented by aid of sleep and fatigue monitoring watch device and sleep and fatigue monitoring normalized small devices Download PDF

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Publication number
CN103445777A
CN103445777A CN2012101793092A CN201210179309A CN103445777A CN 103445777 A CN103445777 A CN 103445777A CN 2012101793092 A CN2012101793092 A CN 2012101793092A CN 201210179309 A CN201210179309 A CN 201210179309A CN 103445777 A CN103445777 A CN 103445777A
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fatigue
sleep
monitoring
sensor
skin
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CN103445777B (en
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胡文东
文治洪
李烨
马进
李晓京
张利利
顼红雨
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Fourth Military Medical University FMMU
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Fourth Military Medical University FMMU
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Abstract

The invention relates to a monitoring method implemented by the aid of a sleep and fatigue monitoring watch device and sleep and fatigue monitoring normalized small devices. The technical scheme includes that the monitoring method is implemented by the aid of a skin resistance sensor, a temperature sensor, a barometric pressure sensor, an acceleration sensor and a data storage chip; the sensors are connected with a core processor, and the data storage chip is connected with the core processor. The monitoring method implemented by the aid of the sleep and fatigue monitoring normalized small devices is characterized by comprising steps of continuously monitoring the skin resistance, the skin temperature, the acceleration and the barometric pressure by the aid of the personal small devices and storing original data; computing the measured data, judging computation results and outputting fatigue results and indexes. According to the technical scheme, the monitoring method has the advantages that human fatigue and sleep conditions can be continuously detected for a long time under the condition that normal work and life are unaffected, and the monitoring method brings convenience for timely monitoring and effectively feeding self conditions of people, improving the health level and the life quality of people and guaranteeing the personal life and property safety of people.

Description

The monitoring method of sleep and fatigue monitoring class wrist-watch device and normalization dingus
Technical field:
The present invention relates to the method and apparatus of sleep and fatigue monitoring.
Background technology:
Along with social development and scientific and technological progress, urban life rhythm is accelerated operating pressure and is increased, and there are sleeping problems in various degree in many people, usually feels tired and tired, if can not get for a long time paying attention to damaging possibly health.Monitoring to sleep quality and fatigue state has more and more caused the concern of modern medicine.For the staff in some special posies, such as pilot and driver etc., their drowsiness and fatigue even can lead to major accident, damage other people safety and health, therefore must pay much attention to people's fatigue state and sleep state.
In addition, people's sleep state and fatigue state can constantly change along with the conditions such as environment, time, workload and factor, just want to understand and grasp more accurately and must long-time continuous monitor, just need a kind of Low Power Consumption Portable equipment that can carry, long-time all weather operations when not affecting people's normal operation and life.
Lead the sleep detection instrument is present the most frequently used sleep detection means more, is internationally recognized goldstandard, is widely used in each large medical institutes.But, because volume is larger, human body sensor connects more, the reasons such as line complexity are only suitable for using on hospital bed, and the place to use environment is limited, and comfort level is not good enough, can't be for daily sleep and fatigue monitoring.
For solve lead more sleep detection instrument cost high, consume the problems such as large, complicated operation, comfort level be poor, people have developed the noiseless sleep detection analyser of mattress formula.Instrument system is comprised of list/a plurality of mattresses and the other device of bed, transmission line, central control box and main frame, in use procedure, the measured only need couch and get final product on mattress, without pasting electrode, the comfort level that this has improved sleep monitor greatly, reduced the complexity operated.At present this kind of method is exclusively used in Sleeping Center and laboratory, serves the special personnel such as pilot, driver, athlete, also exist the instrument volume greatly, not portable, the problem such as environment for use is limited.
The fatigue detecting aspect, common method has eeg measurement, flicker fusion frequency, noopsyche test, action measure of the change at present.These methods need special instrument and equipment to realize, such as electroencephalograph, electrode, and flashing rate instrument, eyeshield, noopsyche test questionnaire or software, human action camera, sign shiner.
The problems such as existing fatigue and sleep monitor instrument and method ubiquity volume equipment are large, the environment for use condition is limited, all portable long-time round-the-clock measurement can't be under people work the living condition, realized, the requirement of daily monitoring and health care can't be met.
Summary of the invention:
Goal of the invention: for a set of human body portable sleep and fatigue detecting equipment with independent intellectual property right is provided, can long-time round-the-clock human body sleep state and fatigue state, safeguard health, improve the quality of living.Self sleeping of the crowds such as pilot, driver, athlete monitored to feedback and prompting in time, safeguard work safety, protection individual and other people security of the lives and property with fatigue state.
In order to reach as above purpose, the present invention takes following technical scheme: comprise skin resistance sensor, temperature sensor, atmosphere pressure sensor, acceleration transducer; All with core processor, be connected with upper sensor, also comprise the pin-saving chip be connected with core processor.
The further technical scheme of the present invention is: described skin resistance sensor is, on device and the human body one side of joining, two metal electrodes are arranged, and its effect is the measurement Skin Resistance.
The further technical scheme of the present invention is: it is inner good with electrode contact that described temperature sensor is arranged on device, can be with the measure of precision skin human body skin temperature of 0.1 ℃.
The further technical scheme of the present invention is: also comprise calendar chip, it is connected with core processor, can provide pin-saving chip for core processor.
The further technical scheme of the present invention is: also comprise the usb data coffret that LCDs and data derive.
The further technical scheme of the present invention is: also comprise geomagnetic sensor, its effect is: changing subsidiary human motion and attitude by measuring the orientation, magnetic field, is the important evidence of judgement fatigue level of human body.
The further technical scheme of the present invention is:: also comprise three-axis gyroscope, its effect is: measure the human motion situation, for the judgement fatigue level of human body provides foundation.
The monitoring method of sleep and fatigue monitoring normalization dingus is characterized in that: comprise following steps:
Uninterruptedly by dingus monitoring skin next to the skin resistance, Pi Wen, acceleration, atmospheric pressure and initial data is stored;
Surveyed data are calculated as follows: calculate respectively the geometric mean of three-dimensional acceleration on each time point, three-dimensional magnetic field, three dimensional angular speed, formula is as follows
XYZ 3-axis acceleration geometric mean: Y 1 = ( Ax 2 + Ay 2 + Az 2 ) / 3
XYZ three-axle magnetic field geometric mean: Y 2 = ( Mx 2 + My 2 + Mz 2 ) / 3
XYZ tri-axis angular rate geometric means: Y 3 = ( Gx 2 + Gy 2 + Gz 2 ) / 3
Then top three indexs are superposeed and obtain the weighted geometric mean according to weight coefficient separately;
Y=k 1y 1+ k 2y 2+ k 3y 3; K1, k2, k3 is the norm weight coefficient;
Result of calculation is made the following judgment: at first judge that body temperature and skin resistance data are whether in range of normal value, thereby judge whether fatigue detection device is worn correctly; Then the weighted geometric mean Y in the unit interval is carried out to integration, obtain becoming positively related judge index with the activity in the unit interval, in this index and corresponding time period, skin impedance variation trend judges human-body fatigue jointly, if Y value and Skin Resistance variable quantity have all surpassed threshold value, can obtain according to the size of correlation values the degree of fatigue classification;
Output fatigue results and index.
The further technical scheme of the present invention is: described degree of fatigue is described as Pyatyi, 1. not tired, 2. slight tired, 3. moderate fatigue, and 4. severe fatigue, 5. extremely tired.
Adopt as above the present invention of technical scheme, there is following beneficial effect: under the condition that does not affect the routine work life, long-time continuous human body fatigue and sleep state, conveniently self-condition is monitored to effective Feedback in time, improve health conditions and quality of life, ensure the personal security of the lives and property.
The accompanying drawing explanation:
In order to further illustrate the present invention, below in conjunction with accompanying drawing, further describe:
Accompanying drawing is the structural representation of invention:
The specific embodiment:
Below in conjunction with accompanying drawing, embodiments of the invention are described, embodiment is not construed as limiting the invention:
The design of application modern electronic technology has realized a set of Portable sleep and fatigue detection device, and its shape size is as wrist-watch, and during use, people only need be worn on wrist and get final product.Watch bracelet has the self adaptation memory function, can Auto-matching different personnel's wrist sizes.
The low power consumption of wrist-watch volume is low, wear easy to use, not only can realize clocking capability, can also measure various environmental parameters (atmospheric pressure, earth's magnetic field), kinematic parameter (acceleration, angular velocity) and human parameters (skin temperature, Skin Resistance), method by processing of biomedical signals is carried out fusion calculation to these parameters, just can obtain body physiological state information and motion posture and activity, and then monitoring human sleep state and tired situation.
Watch dail plate is LCDs, can displaying time and various parameter, the table internal circuit is with data storage cell, by USB interface can with dataphone.Write special-purpose software measurement data is read, shows, analyzes, multiparameter data fusion fatigue and sleep index of correlation.
By the small ultra-thin lithium battery, driven.Wristwatch case has three function buttons, plays the adjustment time, shows the effect of various parameters.Memory watchband inside is the U-shaped steel disc, outside with the color silica gel coating.Can well hold the staff wrist during bend in one direction, laminating degree and elasticity are suitable.Two metal electrodes are arranged on bottom cover of watch, and its effect is to measure Skin Resistance.Metal electrode has heat conductivity preferably, and it is inner good with electrode contact that temperature sensor is arranged on the table body, can be with the measure of precision skin human body skin temperature of 0.1 ℃.
Human body can and be recorded by kinematic parameter sensor acquisition in showing in the body movement situation of different Sleep stages, the foundation that these data and ambient parameter judge as sleep quality together with physiological parameter data.
The wrist-watch data pass to computer by the usb data line and analyze and process.Process software not only can read, preserves, printing, analytical data, can also show the variation tendency of various physiological parameters simultaneously, and the judgement kinestate, calculate human activity amount, helps to estimate fatigue level of human body.
The wrist-watch form at this place is only for giving an example; Specific embodiment of the invention is not caused to restriction.
Above demonstration and described ultimate principle of the present invention, principal character and advantage of the present invention.The technical staff of the industry should understand; the present invention is not restricted to the described embodiments; that in above-described embodiment and description, describes just illustrates principle of the present invention; the present invention also has various changes and modifications without departing from the spirit and scope of the present invention, and these changes and improvements all fall in the claimed scope of the invention.The claimed scope of the present invention is defined by appending claims and equivalent thereof.

Claims (9)

1. sleep and fatigue monitoring class wrist-watch device is characterized in that: comprise skin resistance sensor, temperature sensor, atmosphere pressure sensor, acceleration transducer; All with core processor, be connected with upper sensor, also comprise the pin-saving chip be connected with core processor.
2. sleep as claimed in claim 1 and fatigue monitoring class wrist-watch device is characterized in that: described skin resistance sensor is, on device and the human body one side of joining, two metal electrodes are arranged, and its effect is the measurement Skin Resistance.
3. sleep as claimed in claim 2 and fatigue monitoring class wrist-watch device is characterized in that: it is inner good with electrode contact that described temperature sensor is arranged on device, can be with the measure of precision skin human body skin temperature of 0.1 ℃.
4. sleep as claimed in claim 1 and fatigue monitoring class wrist-watch device, it is characterized in that: also comprise calendar chip, it is connected with core processor, can provide pin-saving chip for core processor.
5. sleep as claimed in claim 1 and fatigue monitoring class wrist-watch device, is characterized in that: also comprise the usb data coffret that LCDs and data derive.
6. sleep as claimed in claim 1 and fatigue monitoring class wrist-watch device, it is characterized in that: also comprise geomagnetic sensor, its effect is: changing subsidiary human motion and attitude by measuring the orientation, magnetic field, is the important evidence of judgement fatigue level of human body.
7. sleep as claimed in claim 1 and fatigue monitoring class wrist-watch device, it is characterized in that: also comprise three-axis gyroscope, its effect is: measure the human motion situation, for the judgement fatigue level of human body provides foundation.
8. sleep and the monitoring method of fatigue monitoring normalization dingus is characterized in that: comprise following steps:
Uninterruptedly by dingus monitoring skin next to the skin resistance, Pi Wen, acceleration, atmospheric pressure and initial data is stored;
Surveyed data are calculated as follows: calculate respectively the geometric mean of three-dimensional acceleration on each time point, three-dimensional magnetic field, three dimensional angular speed, formula is as follows
XYZ 3-axis acceleration geometric mean: Y 1 = ( Ax 2 + Ay 2 + Az 2 ) / 3
XYZ three-axle magnetic field geometric mean: Y 2 = ( Mx 2 + My 2 + Mz 2 ) / 3
XYZ tri-axis angular rate geometric means: Y 3 = ( Gx 2 + Gy 2 + Gz 2 ) / 3
Then top three indexs are superposeed and obtain the weighted geometric mean according to weight coefficient separately;
Y=k 1y 1+ k 2y 2+ k 3y 3; K1, k2, k3 is the norm weight coefficient;
Result of calculation is made the following judgment: at first judge that body temperature and skin resistance data are whether in range of normal value, thereby judge whether fatigue detection device is worn correctly; Then the weighted geometric mean Y in the unit interval is carried out to integration, obtain becoming positively related judge index with the activity in the unit interval, in this index and corresponding time period, skin impedance variation trend judges human-body fatigue jointly, if Y value and Skin Resistance variable quantity have all surpassed threshold value, can obtain according to the size of correlation values the degree of fatigue classification;
Output fatigue results and index.
9. the monitoring method of sleep as claimed in claim 8 and fatigue monitoring normalization dingus, it is characterized in that: described degree of fatigue is described as Pyatyi, 1. not tired, 2. slight tired, 3. moderate fatigue, 4. severe fatigue, 5. extremely tired.
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CN104323763A (en) * 2014-10-23 2015-02-04 青岛歌尔声学科技有限公司 Method for reminding user of resting and wearable equipment capable of reminding user of resting
WO2015127724A1 (en) * 2014-02-28 2015-09-03 惠州Tcl移动通信有限公司 Method and system for automatically prompting user to sleep, and wearable device
CN105225421A (en) * 2015-10-10 2016-01-06 英华达(南京)科技有限公司 Fatigue driving control system and method
CN105286822A (en) * 2015-09-18 2016-02-03 北京交通大学 Intelligent equipment worn in rail transit train worker
CN105342623A (en) * 2015-09-25 2016-02-24 广东乐源数字技术有限公司 Intelligent fall monitoring device and processing method thereof
CN105979854A (en) * 2014-01-31 2016-09-28 苹果公司 Wearing dependent operation of wearable device
CN106137191A (en) * 2015-04-07 2016-11-23 联想(北京)有限公司 A kind of electronic equipment and information processing method
CN106455267A (en) * 2016-10-27 2017-02-22 兰州理工大学 Intelligent energy saving lighting control system
CN106562763A (en) * 2016-10-13 2017-04-19 深圳市魔样科技有限公司 Wristband-based sleep detection method and system
CN107193382A (en) * 2014-02-24 2017-09-22 索尼公司 Intelligent wearable device and it is automatic using sensor come the method for allocative abilities
CN108682119A (en) * 2018-05-29 2018-10-19 重庆大学 Method for detecting fatigue state of driver based on smart mobile phone and smartwatch
CN109688913A (en) * 2016-09-16 2019-04-26 单字组公司 For to office staff activity and the device assessed of working environment risk factors
CN110755040A (en) * 2018-07-25 2020-02-07 秀育企业股份有限公司 Sensing device for sensing human body state by using magnetic field intensity
RU2738322C1 (en) * 2018-10-26 2020-12-11 Тиссо СА Method for transmitting by means of wristwatch information message associated with user's sleep quality assessment of said wrist watch
US11471085B2 (en) * 2016-07-11 2022-10-18 Strive Tech Inc. Algorithms for detecting athletic fatigue, and associated methods

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CN105979854A (en) * 2014-01-31 2016-09-28 苹果公司 Wearing dependent operation of wearable device
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US11471085B2 (en) * 2016-07-11 2022-10-18 Strive Tech Inc. Algorithms for detecting athletic fatigue, and associated methods
CN109688913A (en) * 2016-09-16 2019-04-26 单字组公司 For to office staff activity and the device assessed of working environment risk factors
CN106562763A (en) * 2016-10-13 2017-04-19 深圳市魔样科技有限公司 Wristband-based sleep detection method and system
CN106455267A (en) * 2016-10-27 2017-02-22 兰州理工大学 Intelligent energy saving lighting control system
CN108682119A (en) * 2018-05-29 2018-10-19 重庆大学 Method for detecting fatigue state of driver based on smart mobile phone and smartwatch
CN110755040A (en) * 2018-07-25 2020-02-07 秀育企业股份有限公司 Sensing device for sensing human body state by using magnetic field intensity
RU2738322C1 (en) * 2018-10-26 2020-12-11 Тиссо СА Method for transmitting by means of wristwatch information message associated with user's sleep quality assessment of said wrist watch

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