WO2011025075A1 - Exercise prescription system - Google Patents

Exercise prescription system Download PDF

Info

Publication number
WO2011025075A1
WO2011025075A1 PCT/KR2009/004817 KR2009004817W WO2011025075A1 WO 2011025075 A1 WO2011025075 A1 WO 2011025075A1 KR 2009004817 W KR2009004817 W KR 2009004817W WO 2011025075 A1 WO2011025075 A1 WO 2011025075A1
Authority
WO
WIPO (PCT)
Prior art keywords
exercise
information
prescription
user
basic
Prior art date
Application number
PCT/KR2009/004817
Other languages
French (fr)
Korean (ko)
Inventor
윤욱진
조승현
정인철
이종수
이계형
Original Assignee
(주)누가의료기
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by (주)누가의료기 filed Critical (주)누가의료기
Priority to PCT/KR2009/004817 priority Critical patent/WO2011025075A1/en
Priority to PCT/KR2010/005818 priority patent/WO2011025322A2/en
Publication of WO2011025075A1 publication Critical patent/WO2011025075A1/en

Links

Images

Classifications

    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07FCOIN-FREED OR LIKE APPARATUS
    • G07F17/00Coin-freed apparatus for hiring articles; Coin-freed facilities or services
    • G07F17/04Coin-freed apparatus for hiring articles; Coin-freed facilities or services for anthropometrical measurements, such as weight, height, strength
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0062Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0075Means for generating exercise programs or schemes, e.g. computerized virtual trainer, e.g. using expert databases
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0087Electric or electronic controls for exercising apparatus of groups A63B21/00 - A63B23/00, e.g. controlling load
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07FCOIN-FREED OR LIKE APPARATUS
    • G07F17/00Coin-freed apparatus for hiring articles; Coin-freed facilities or services
    • G07F17/0014Coin-freed apparatus for hiring articles; Coin-freed facilities or services for vending, access and use of specific services not covered anywhere else in G07F17/00
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07FCOIN-FREED OR LIKE APPARATUS
    • G07F17/00Coin-freed apparatus for hiring articles; Coin-freed facilities or services
    • G07F17/18Coin-freed apparatus for hiring articles; Coin-freed facilities or services for washing or drying persons
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/30ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0062Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
    • A63B2024/0065Evaluating the fitness, e.g. fitness level or fitness index
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0062Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
    • A63B2024/0068Comparison to target or threshold, previous performance or not real time comparison to other individuals
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0087Electric or electronic controls for exercising apparatus of groups A63B21/00 - A63B23/00, e.g. controlling load
    • A63B2024/0093Electric or electronic controls for exercising apparatus of groups A63B21/00 - A63B23/00, e.g. controlling load the load of the exercise apparatus being controlled by performance parameters, e.g. distance or speed
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B22/00Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements
    • A63B22/02Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements with movable endless bands, e.g. treadmills
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B22/00Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements
    • A63B22/06Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements with support elements performing a rotating cycling movement, i.e. a closed path movement
    • A63B22/0605Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements with support elements performing a rotating cycling movement, i.e. a closed path movement performing a circular movement, e.g. ergometers
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B22/00Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements
    • A63B22/06Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements with support elements performing a rotating cycling movement, i.e. a closed path movement
    • A63B22/0664Exercising apparatus specially adapted for conditioning the cardio-vascular system, for training agility or co-ordination of movements with support elements performing a rotating cycling movement, i.e. a closed path movement performing an elliptic movement
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2230/00Measuring physiological parameters of the user
    • A63B2230/04Measuring physiological parameters of the user heartbeat characteristics, e.g. ECG, blood pressure modulations
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2230/00Measuring physiological parameters of the user
    • A63B2230/04Measuring physiological parameters of the user heartbeat characteristics, e.g. ECG, blood pressure modulations
    • A63B2230/06Measuring physiological parameters of the user heartbeat characteristics, e.g. ECG, blood pressure modulations heartbeat rate only
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2230/00Measuring physiological parameters of the user
    • A63B2230/30Measuring physiological parameters of the user blood pressure
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2230/00Measuring physiological parameters of the user
    • A63B2230/40Measuring physiological parameters of the user respiratory characteristics
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2230/00Measuring physiological parameters of the user
    • A63B2230/40Measuring physiological parameters of the user respiratory characteristics
    • A63B2230/42Measuring physiological parameters of the user respiratory characteristics rate
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2230/00Measuring physiological parameters of the user
    • A63B2230/40Measuring physiological parameters of the user respiratory characteristics
    • A63B2230/43Composition of exhaled air
    • A63B2230/436Composition of exhaled air partial O2 value
    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63BAPPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2230/00Measuring physiological parameters of the user
    • A63B2230/50Measuring physiological parameters of the user temperature

Definitions

  • the present invention relates to an exercise prescription system comprising an exercise machine management server, a plurality of exercise machine terminals, and a user terminal. More specifically, each exercise machine terminal automatically detects the current user of the exercise machine automatically and The exercise history information of the user is read from the exercise equipment management server, and the user's terminal, etc., to measure the basic physical fitness of the user during the exercise, the basic personal information, basic physical fitness measurement information, and the maximum oxygen intake (hereinafter referred to as VO2Max) It is related to the exercise prescription system that determines the exercise prescription for each user formulated, quantified, and improved through the real-time and feedback to the user through each exercise equipment terminal in real time.
  • VO2Max maximum oxygen intake
  • Monitoring of motion during exercise is mainly done by recording the video information during exercise and feeding back to the party.
  • the user To record the video information, the user must have a separate video recording device and accompanied by a helper who manipulates it. do. In this case, it is difficult for the user to monitor his or her own movement while exercising.
  • a motion detection device for contacting a subject performing exercise to measure a living body signal of the subject, measuring a movement signal according to the movement of the subject or the exercise equipment, and transmitting the living body signal and the movement signal;
  • a mobile terminal which obtains biometric information and exercise information from the subject, obtains a recovery period that is optimal for the patient from the biometric information, obtains an optimal exercise result from the exercise information during the recovery period, and informs the subject.
  • the problem to be solved by the present invention is provided with a sports equipment management server, a plurality of sports equipment terminals, a user terminal, each of the sports equipment terminal automatically detects the current user of the sports equipment, the user's exercise history (History) information is read from the exercise equipment management server, and the user's physical fitness is measured through the user terminal, etc., and the basic personal information, physical fitness measurement information, and the maximum oxygen intake (hereinafter referred to as VO2Max) are obtained.
  • Formulation, quantification, improved exercise prescription for each user is determined to provide an exercise prescription system that feeds back to the user through each exercise equipment terminal in real time.
  • the exercise prescription which is the information fed back to the exercise equipment terminal is changed in real time to enable a suitable exercise prescription to the user, while the user is attached to the terminal while exercising in the exercise equipment terminal
  • the user's bio-data is transmitted to the exercise equipment terminal in real time in an involuntary manner, and the bio-feedback is performed in real time based on the transmitted bio-data and previously stored data in the exercise equipment management server. It is to provide an exercise prescription system to control the exercise equipment.
  • Another problem to be solved by the present invention is how to change the information of the living body during exercise based on the biometric information measured in real time in the slave module as well as the exercise prescription through the past exercise information and the initial personal basic information and basic physical fitness information.
  • the exercise prescription system can be used to monitor and control exercise prescription and exercise equipment reflected in real time, and can be used as biofeedback data, and also as a data for medical treatment through exercise analysis and expert analysis. To provide.
  • the exercise prescription system of the present invention is coupled to a chest belt (chest) belt is worn on the chest and the user terminal having a slave module for detecting the user's electrocardiogram, optical volume pulse wave (hereinafter referred to as PPG), activity, body temperature;
  • An exercise equipment terminal for lowering the exercise prescription by using the bio-signals received from the user terminal, past exercise prescription data, personal basic information, and basic fitness information, and controlling the exercise machine according to the exercise prescription; It stores personal basic information and basic fitness information, receives and stores the exercise prescription data of the user from the exercise equipment terminal, according to the request of the exercise equipment terminal, the last exercise prescription data, personal basic information and basic fitness information It characterized in that it comprises a; exercise equipment management server for transmitting to the exercise equipment terminal.
  • the exercise device terminal comprising a user terminal that is paid to the user, an exercise equipment terminal mounted on the exercise equipment, an exercise equipment management server for the integrated management of the exercise equipment terminal, the exercise equipment terminal,
  • the exercise prescription system comprising a user terminal provided to the user of the present invention, an exercise equipment terminal mounted on the exercise equipment, an exercise equipment management server for managing the exercise equipment terminal, wherein the exercise equipment terminal is aerobic exercise , Basic information (height, weight, body mass index (BMI), blood pressure, HR, Max HR, etc.), VO2max (measured, replaced by future measurements), exercise amount (Kcal), use of basic fitness information (agility, muscle endurance, Quickness, balance, flexibility and strength)
  • the exercise prescription calculation unit determines the exercise prescription by obtaining scoring (the role of the correction value in the exercise ability evaluation for the information obtained only with the basic personal information). Characterized in that provided.
  • the exercise machine terminal generates an instrument control signal of the exercise machine according to the exercise prescription, and controls the exercise machine.
  • the user terminal is coupled to a chest belt (chest) belt is worn on the chest, characterized in that it comprises at least a slave module for detecting the bio-signal of the user's electrocardiogram, PPG, activity, body temperature.
  • the user terminal is worn on the upper arm together with the arm (arm), characterized in that it further comprises a master module including a TV sound source, hands-free, MP3 of the exercise equipment (310).
  • the master module may further include a memory card.
  • the memory card is characterized in that the micro-SD card (micro-SD card).
  • the slave module is provided with an RFID tag, and registered in the exercise equipment management server at the beginning of use for each user, and the exercise equipment terminal is configured to automatically detect the RFID tag.
  • the slave module stores the user ID, and transmits to the exercise equipment management server at the beginning of use of the exercise equipment.
  • the slave module may include a biosignal detection unit configured to detect an electrocardiogram signal, a PPG signal, an activity signal, and a body temperature signal as a biosignal using an electrocardiogram electrode part, a PPG sensor part, an activity sensor part, and a body temperature sensor part; A signal preprocessor for amplifying a biosignal detected from the biosignal detector and removing noise; A slave module data collector converting the output signal of the signal preprocessor into a digital signal and transmitting the digital signal to an exercise equipment terminal; Characterized in that comprises a.
  • the slave module data collector includes an A / D converter, a slave module operation processor, and a slave module transceiver.
  • the exercise equipment terminal includes: an exercise equipment transceiver for receiving output signals from the slave module and the master module and transmitting the output signal to the exercise equipment operation processor; An exercise device memory unit for temporarily storing an exercise prescription and transmitting the exercise prescription to an exercise device management server after the use of the exercise device or after the exercise device is finished An exercise machine output unit configured to output a current exercise prescription of the user, a bio signal and a health state of the user, which are output signals of the exercise machine calculation processing unit; And an exercise machine controller for controlling the exercise machine in accordance with the exercise machine control signal from the exercise machine calculation processing unit.
  • the exercise equipment management server stores personal basic information and basic fitness information, receives and stores exercise prescription data of the user from the exercise equipment terminal, and at the request of the exercise equipment terminal, past exercise prescription data and individual.
  • the basic information and the basic fitness information is characterized in that for transmitting to the exercise equipment terminal.
  • the inventors exercise prescribing method to request the exercise equipment management server for the last exercise information and personal basic information and basic fitness information for the user, the base for receiving the last exercise information, personal basic information and basic fitness information from the exercise equipment management server An information receiving step; An initial exercise prescription step of estimating VO2max based on basic personal information and basic fitness measurement information received in the basic information receiving step, and determining an initial exercise prescription from the estimated VO2max; And an instrument control step of generating an instrument control signal of the exercise device according to the exercise prescription of the initial exercise prescription step, and controlling the exercise device.
  • the present inventors exercise prescription method is to change the exercise prescription from the heart rate (HR), heart rate variability (HRV), QT interval (QTinter) (QTc), body temperature obtained from the bio-signal received from the slave module after the instrument control step Determining whether to change the exercise prescription to determine whether or not;
  • basic personal information is height, weight, BMI, systolic blood pressure (mmHg), diastolic blood pressure (mmHg), resting heart rate (Rest HR), maximum heart rate (Max HR), and basic fitness information is Side Step, Agility (Muscle reaction), agility (nerve reaction), muscular endurance, quickness (ms), equilibrium, flexibility (Cm), muscle strength.
  • the exercise prescription system of the present invention comprises an exercise equipment management server, a plurality of exercise equipment terminals, and a user terminal, wherein each exercise equipment terminal automatically senses the current user of the exercise equipment, and the user's exercise history ( History) reads information from the exercise equipment management server, and measures the user's basic fitness during exercise through the user terminal, and the like, the basic personal information, the basic fitness measurement information, and the maximum oxygen intake (hereinafter referred to as VO2Max)
  • History reads information from the exercise equipment management server, and measures the user's basic fitness during exercise through the user terminal, and the like, the basic personal information, the basic fitness measurement information, and the maximum oxygen intake (hereinafter referred to as VO2Max)
  • VO2Max maximum oxygen intake
  • the exercise prescription system of the present invention the exercise prescription, which is information fed back to the exercise equipment terminal is changed in real time to enable the exercise prescription suitable to the user, while the user attaches the terminal while exercising on the exercise equipment
  • the bio-data of the user is transmitted to the exercise equipment terminal in real time and involuntarily in real time based on the transmitted bio-data and the pre-stored data in the exercise equipment management server. To control the exercise equipment.
  • the exercise prescription system of the present invention is made to control the exercise equipment based on the data stored in the exercise equipment terminal, the data can be used as biofeedback data, and also the exercise amount analysis and expert analysis It can be used as data for medical treatment.
  • each exercise equipment can provide a more suitable exercise prescription to the user without the need for the user's separate setting.
  • FIG 1 is an explanatory view of the exercise prescription system according to an embodiment of the present invention.
  • FIG. 2 is an explanatory diagram for explaining the configuration of the exercise prescription system of FIG.
  • FIG. 3 is a flowchart for determining exercise prescription in the exercise device terminal of FIG. 2.
  • FIG 1 is an explanatory diagram for conceptually explaining the exercise prescription system according to an embodiment of the present invention.
  • the present invention is an exercise prescription system used in an exercise facility, such as a fitness center having a plurality of exercise equipment, the exercise equipment management server 400, exercise equipment terminal 300, the user terminal 100 is provided.
  • the medical record including the past medical history and personal basic information is created, which is immediately stored in the exercise equipment management server as "personal basic information”.
  • the basic physical fitness measuring device measures the current physical condition of the individual and this information is also stored in the exercise equipment management server as "basic fitness information”.
  • Personal basic information includes past medical history, height, weight, BMI, blood pressure, heart rate, and body composition analysis (additional).
  • Basic fitness information includes agility, muscular endurance, quickness, balance, flexibility and strength.
  • the exercise prescription in aerobic exercise which will be described later, is divided into exercise prescription groups based on two pieces of information obtained during the first visit to the fitness center, that is, personal basic information and basic physical fitness information. Depending on the exercise prescription can be provided to the user in a 24-week program.
  • the user terminal 100 is mounted on the user, and detects a biosignal such as an electrocardiogram, PPG, activity, and body temperature of the user, and the detected biosignal is a workout in which a user equipped with the user terminal is exercising via Bluetooth. Send to instrument terminal 300.
  • the user terminal 100 may be composed of a slave module and a master module, or may consist only of a slave module, and these modules are driven with a battery.
  • the slave module 110 is combined with a chest belt and worn on the chest, and detects bio signals such as electrocardiogram, PPG, activity, and body temperature, and the detected bio signals are exercise device terminals 300 by which the user is exercising. Is sent).
  • bio signals such as electrocardiogram, PPG, activity, and body temperature
  • the master module 210 is worn on the upper arm together with the arm band, and functions as a TV sound source, hands-free, and MP3 of the exercise device 310, and stores data received from the slave module, if necessary, by USB. Data may be transmitted to a personal computer (not shown), an expert server (not shown), or an exercise equipment management server 400 through an interface.
  • the master module has a built-in memory card for storing MP3 data, data received from the slave module, the memory card may be a micro-SD card.
  • the slave module 110 performs biometric data measurement and transmission (Bluetooth), the master module entertains (entertainment) function, that is, connecting the sports equipment TV device, sound source, mobile phone hands-free, MP3 listening, etc., data storage (micro-) SD card) function, and plays a role of Bluetooth transmission and reception for the implementation of entertainment functions.
  • biometric data measurement and transmission Bluetooth
  • the master module entertains (entertainment) function, that is, connecting the sports equipment TV device, sound source, mobile phone hands-free, MP3 listening, etc., data storage (micro-) SD card) function, and plays a role of Bluetooth transmission and reception for the implementation of entertainment functions.
  • a user ID is stored inside the slave module, which may exist in a communication protocol with the exercise equipment terminal.
  • the athlete may have attached the slave module to the chest belt (or the slave module worn on the upper arm in combination with the master module) to access the exercise device.
  • the exercise equipment terminal shows the peripheral Bluetooth device to the user through the exercise equipment output GUI, it induces the user to select the Bluetooth searched by the ID of the terminal worn by the asset.
  • the Bluetooth device searched by the ID of the current exerciser is connected to the Bluetooth device of the exercise equipment terminal, the exercise prescription sends the personal information of the exerciser to the exercise equipment terminal from the exercise equipment management server, and the slave module transmits the bio signal of the exerciser terminal. It is measured in real time and transmitted to the exercise equipment terminal.
  • the exercise device terminal 300 receives exercise history information of the user from the exercise device management server 400 through wired or wireless communication, receives the user's bio signals from the user terminal 100, and based on these, By controlling the exercise prescription suitable for the user to control the exercise device (310).
  • the exercise device 310 that receives the exercise prescription information quantitatively divided according to the given information presents a customized exercise prescription to the user by automatically controlling the device according to the prescription information.
  • the exercise equipment management server 400 When the exercise equipment terminal 300 receives the user ID from the slave module of the user terminal 100, the exercise equipment management server 400 requests past exercise information, personal basic information, and basic fitness information for the corresponding user. Based on the information, the initial exercise prescription is given.
  • the slave module Based on the biometric information measured in real time by the slave module as well as the prescription through past exercise information and basic personal information and basic physical fitness information, it monitors how the biometric information changes during exercise and reflects it in the exercise prescription in real time. Control of the prescription and exercise equipment 310 is made.
  • the first connection with the exercise equipment terminal 300 is the Bluetooth of the slave module, and if this communication is secured, the Bluetooth of the master module is secondarily connected with the exercise equipment terminal 300 to secure the communication network.
  • the exercise equipment management server 400 stores basic personal information data of people using exercise facilities, and receives and stores exercise prescription data of the corresponding user from the exercise equipment terminal 300.
  • the exercise apparatus management server 400 is a server in an exercise facility, and communicates with the exercise apparatus terminal 300 by wire or wirelessly by TCP-IP communication.
  • Each slave module 110 or master module 210 is provided with an RFID tag, can be registered in the exercise equipment management server 400 at the beginning of use for each user, the exercise equipment terminal 300 can automatically detect this. have.
  • FIG. 2 is an explanatory diagram for explaining the configuration of the exercise prescription system of FIG.
  • the slave module 110 includes a biosignal detector 120, a signal preprocessor 140, an A / D converter 170, a slave module operation processor 180, and a slave module transceiver 190.
  • the biosignal detection unit 120 is a means for detecting a biosignal, i.e., an electrocardiogram signal, a PPG signal, an activity signal, a body temperature signal, etc. using sensors, and the electrocardiogram electrode 122, the PPG sensor 124, and the activity diagram.
  • the sensor unit 126 and the body temperature sensor unit 128 are included.
  • the ECG electrode part 122 includes two or more ECG electrodes to detect an ECG signal.
  • the ECG signal may be detected by providing two ECG electrodes in the slave module 110. That is, the ECG signals of the user may be detected during exercise by attaching the ECG electrodes to both chests of the user.
  • one ECG electrode is further provided in the master module 210 mounted on the upper arm, and one ECG electrode is provided in the earphone unit (not shown) mounted on the ear. ECG signals can be detected.
  • the PPG sensor unit 124 includes a light emitting unit and a light receiving unit to detect a PPG signal.
  • Activity sensor unit 126 has an acceleration sensor to detect the activity according to the movement.
  • an acceleration sensor a 3-axis acceleration sensor can be used, thereby detecting activity by measuring a 3-axis acceleration signal according to the movement.
  • the body temperature sensor unit 128 is located at a part in contact with the skin and detects body temperature.
  • the signal preprocessor 140 is a means for preprocessing amplifying a biosignal detected from the biosignal detector 120, that is, an electrocardiogram signal, a PPG signal, an activity signal, and the like, and removing noise. , PPG preprocessor 144, activity preprocessor 146, body temperature preprocessor 148.
  • the ECG preprocessor 142 amplifies the ECG signal detected by the ECG electrodes and removes noise.
  • the PPG preprocessor 144 amplifies the PPG signal detected by the PPG sensor 124 and removes noise.
  • the activity preprocessor 146 amplifies the activity signal detected by the activity sensor unit 126 and removes noise.
  • the body temperature preprocessor 148 performs preprocessing such as amplification of the body temperature signal detected by the body temperature sensor 128.
  • the A / D converter 170 converts the output signal of the signal preprocessor 140 into a digital signal.
  • the slave module operation processor 180 converts the output signal of the A / D converter 170 into a signal for transmission from the slave module transceiver 190. Receives a request of the exercise device terminal 300 from the slave module transceiver 190, and transmits user information such as a user ID to the exercise device terminal 300 through the slave module transceiver 190 according to the received request. In some cases, the slave module calculation processing unit 180 may be omitted.
  • the slave module transceiver 190 transmits an output signal of the slave module operation processor 180 to the exercise device terminal 300.
  • the slave module 110 may further include a slave module memory unit.
  • the slave module memory unit (not shown) stores user basic information such as a user ID, and transmits the user ID to the exercise device terminal 300 through the slave module transceiver 190 according to a request of the exercise device terminal 300. do.
  • the A / D converter 170, the slave module operation processor 180, and the slave module transceiver 190 are slave module data collectors, and in some cases, may be formed of one data acquisition chip.
  • the master module 210 includes a sound source connection unit 220, an MP3 230, a mobile phone hands-free unit 240, a memory card 250, a master module transceiver 290, and a master module setting unit 280.
  • the sound source connection unit 220 outputs a sound source received through the master module transceiver 290 from the sound source of the TV mounted on the exercise device 310 or the exercise device terminal 300.
  • the sound source connection unit 220 outputs a sound source through a speaker or a headset.
  • the MP3 230 includes a general MP3 device so that a user can listen to a sound source through a speaker, a headset, or the like during a workout.
  • the mobile phone hands-free unit 240 has a mobile phone hands-free device, so that the user can communicate through a headset equipped with a microphone during exercise.
  • the memory card 250 stores personal basic information, and may store a sound source that the user wants to store among sound sources that the user listens to during exercise. Although not shown in some cases, the biosignal detected by the slave module 110 may be wirelessly received and stored. Data of the memory card 250 may be stored in a computer or the like through an output port (not shown) in some cases.
  • the master module receiving unit 290 receives a sound source generated from the exercise device terminal 300 or the sound source generated by the exercise device terminal 300, and transmits the received sound source to the sound source connection unit 220.
  • information from the memory card 250 that is, personal basic information, is received and transmitted to the exercise equipment terminal 300 or an adjacent computer.
  • the master module calculation processing unit may be further provided at the front end of the master module receiving unit 290, and the master module calculation processing unit and the master module receiving unit 290 may be formed of one data collection chip.
  • the master module setting unit 280 sets a sound source connection mode, an MP3 mode, a mobile phone hands-free unit mode, a memory mode, and the like.
  • the exercise equipment terminal 300 includes a sports equipment transceiver 310, a sports equipment operation processor 320, a sports equipment setup unit 330, a sports equipment memory 340, a sports equipment output unit 350, and a TV port ( 360, the exercise equipment controller 370, and the like.
  • the sports equipment transceiver 310 transmits a signal received from the slave module transceiver 190 and the master module transceiver 290 to the sports equipment operation processor 320, and the ID output from the sports equipment operation processor 320 is included.
  • the request signal is transmitted to the slave module transceiver 190, and the alarm signal and the like are transmitted to the master module transceiver 290.
  • the exercise machine management server 400 sends the last exercise information and the personal basic information about the user. And basic fitness information, and based on the information, the initial exercise prescription. In addition, based on the biometric information measured in real time received through the exercise equipment transceiver 310 from the slave module transceiver 190 as well as exercise prescription through the last exercise information and the initial personal basic information and basic fitness information. It monitors how the information of the living body changes, and reflects this on the exercise prescription in real time to lower the exercise prescription. The exercise machine control signal is generated based on the exercise prescription thus obtained and transmitted to the exercise machine controller 370 to control the exercise machine 310.
  • the exercise device setting unit 330 may manually set an exercise device ON / OFF, an exercise device use time, an exercise device use mode, and the like.
  • the exercise device memory unit 340 temporarily stores the user ID, the user's biometric information, and the exercise prescription, and transmits to the exercise device management server 400 after the use of the exercise device or after the exercise device is finished.
  • the exercise machine output unit 350 outputs an output signal of the exercise machine operation processor 320. That is, it outputs the user's current exercise prescription, the user's biosignal, health status, and the like.
  • the TV port 360 is connected to the sound source port of the TV mounted next to the exercise device 310, and transmits the sound source of the TV to the master module 210 through the exercise device transceiver 310.
  • the exercise device controller 370 controls the exercise device 310 according to the exercise device control signal from the exercise device calculation processor 320.
  • the exercise equipment management server 400 is a server in an exercise facility, and stores basic personal information data of people using the exercise facility, receives and stores exercise prescription data of the corresponding user from the exercise equipment terminal 300, and exercise equipment. When the data request from the terminal 300 transmits the requested data to the exercise device terminal (300).
  • the exercise equipment terminal 300 may communicate data with the exercise equipment management server 400 through the exercise equipment output port 395.
  • FIG. 3 is an example of a flowchart for determining an exercise prescription in the exercise device terminal of FIG. 2.
  • the exercise equipment operation processor 320 of the exercise equipment terminal 300 requests the exercise equipment management server 400 the last exercise information and personal basic information and basic fitness information for the user, Receive these data from the management server 400 (S110).
  • the basic personal information may include height, weight, BMI, systolic blood pressure (mmHg), diastolic blood pressure (mmHg), resting heart rate (Rest HR), and maximum heart rate (Max HR).
  • basic physical fitness measurement information includes agility (Side Step), agility (muscle reaction), agility (nerve reaction), muscle endurance, quickness (ms), balance, flexibility (Cm), muscle strength and the like. This information is initially measured on your first visit to the fitness center. As a parameter to check the current state of the individual, it is used as a necessary element to reset the exercise prescription group and the VO2max stage again by measuring again after the completion of the 24 weeks exercise prescription.
  • HR heart rate
  • HRV heart rate variability
  • the bio signals received from the slave module 110 that is, the heart rate (HR), heart rate variability (HRV), QT interval (QTinterval (QTc)), body temperature, etc.
  • the signal is compared with the reference range signal stored in the exercise device memory 340 to determine whether to change the exercise prescription (S140).
  • the exercise device memory unit 340 obtains the VO2max value for each disease, age, and sex, and performs standardization of the biosignal based on this, and a reference range for each biosignal is stored in advance.
  • the exercise prescription resetting step when it is determined that the exercise prescription is changed in the exercise prescription change status determination step, the exercise prescription is reset and the process returns to the instrument control step (S150).
  • exercise prescription In the case of aerobic exercise, basic information (height, weight, BMI, blood pressure, HR, Max HR, etc.), VO2max (measured and replaced by future measurements), exercise amount (Kcal), and use of basic fitness information (agility, muscle endurance, Quickness, balance, flexibility and strength)
  • the amount of exercise namely exercise prescription, is determined by obtaining scoring (which serves as a correction value in the exercise ability evaluation for information obtained only with basic personal information). That is, exercise prescription in aerobic exercise is divided into exercise prescription group based on two pieces of information obtained from the first visit to the fitness center, that is, personal basic information and basic fitness information, and the classification is again divided into individual VO2max.
  • exercise prescriptions may be provided to the user in a 24-week program.
  • exercise prescriptions are provided in such a way as to classify exercise prescription groups through personal basic information and basic fitness information and again in the classification an exercise protocol is presented by VO2max.
  • the VO2max value is first estimated as the cardiovascular information
  • the VO2max is estimated by lowering the error rate by selecting and applying secondly highly correlated personal basic information.
  • the exercise prescription is determined by the combination of the number, weight, and number of sets.
  • 1RM is estimated by the 10RM test at the first visit, and 1RM (repetition maximum test) value is estimated to determine the exerciser's strength exercise ability and provide the number, weight, and number of sets accordingly. Done.
  • the one-time maximum repetition amount (1RM) estimate is primarily estimated from Wathan's Equation 1, which is known to have the least error.
  • the user's bio-data is transmitted to the exercise equipment terminal in real time through the user terminal while exercising on the exercise equipment, and the user manages the existing sports equipment Based on the data in the server, bio-feedback is performed in real time to control exercise equipment.
  • the present invention relates to an exercise prescription system comprising an exercise equipment management server, a plurality of exercise equipment terminals, and a user terminal, and can be used in exercise facilities such as a gym and a fitness center, rehabilitation treatment facilities, and the like.

Landscapes

  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Physical Education & Sports Medicine (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Primary Health Care (AREA)
  • Medical Informatics (AREA)
  • Epidemiology (AREA)
  • Public Health (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)

Abstract

The present invention relates to an exercise prescription system comprising an exercise equipment management server, a plurality of exercise equipment terminals, and user terminals, and more specifically, to an exercise prescription system, wherein: each of the exercise equipment terminals automatically and unconsciously senses the current users using the corresponding exercise equipments; and the exercise equipment management server reads exercise history information on the users, measures the basic physical strength of the users during exercise through the user terminals, and determines exercise prescriptions suitable for each user, which are formulated, quantified, and improved through the basic personal information, the basic physical strength measurement information, and the maximal oxygen uptake (VO2Max) obtained by the measured information, so that the determined exercise prescriptions may be fed back to the users through each of the exercise equipment terminals. The invention comprises: the user terminals having slave modules which are put on the chest by being coupled with chest belts and detect ECG, PPG, activities, and body signals of the body temperature of the users; the exercise equipment terminals which prescribe exercise by using the body signals, previous exercise prescription data, the basic personal information, and the basic physical strength information received from the user terminals, and control the exercise equipments according to the exercise prescriptions; and the exercise equipment management server which stores basic personal information and basic physical strength information, receives and stores exercise prescription data of the corresponding users from the exercise equipment terminals, and transmits previous exercise prescription data, basic personal information, and basic physical strength information to the exercise equipment terminals, according to the requests of the exercise equipment terminals.

Description

[규칙 제26조에 의한 보정 24.03.2010] 운동 처방 시스템[Correction by rule 26.03.2010] 26 exercise prescription system
본 발명은 운동기구 관리서버, 다수 운동기구 단말기, 사용자 단말기를 구비하여 이루어지는 운동처방 시스템에 관한 것으로, 보다 상세히는, 각 운동기구 단말기는 그 운동기구의 현 사용자를 무자각적으로 자동 감지하고, 사용자의 운동 히스토리(History) 정보를 운동기구 관리서버에서 읽어 들이며, 사용자 단말기 등을 통해 운동 중의 사용자의 기초체력 등을 측정하며, 이렇게 얻어진 기본개인정보, 기초체력측정정보, 그리고 최대 산소섭취량(이하 VO2Max라 함)를 통해 공식화, 정량화, 개량화된 각 사용자에 맞는 운동처방을 결정하여 실시간적으로 각 운동기구 단말기를 통해 사용자에게 피드백(Feedback)시켜주는 운동처방 시스템에 관한 것이다.The present invention relates to an exercise prescription system comprising an exercise machine management server, a plurality of exercise machine terminals, and a user terminal. More specifically, each exercise machine terminal automatically detects the current user of the exercise machine automatically and The exercise history information of the user is read from the exercise equipment management server, and the user's terminal, etc., to measure the basic physical fitness of the user during the exercise, the basic personal information, basic physical fitness measurement information, and the maximum oxygen intake (hereinafter referred to as VO2Max) It is related to the exercise prescription system that determines the exercise prescription for each user formulated, quantified, and improved through the real-time and feedback to the user through each exercise equipment terminal in real time.
운동시 동작의 모니터링은 주로 운동시의 동영상 정보를 기록하여 당사자에게 피드백하는 방법에 의해 이루어지는데, 이러한 영상 정보를 기록하기위해서 사용자는 영상 기록 장치를 별도로 구비하여야하고 이를 조작하는 조력자가 함께 동행해야한다. 이 경우, 사용자는 자신이 운동하는 도중 스스로의 동작을 모니터링하는 것은 어렵다.Monitoring of motion during exercise is mainly done by recording the video information during exercise and feeding back to the party. To record the video information, the user must have a separate video recording device and accompanied by a helper who manipulates it. do. In this case, it is difficult for the user to monitor his or her own movement while exercising.
최근들어, 운동을 수행하는 대상에게 접촉되어 대상자의 생체신호를 측정하고, 대상자 또는 운동기구의 움직임에 따른 운동신호를 측정하여 생체신호 및 운동신호를 송신하는 운동 감지 장치와, 생체신호 및 운동신호로부터 생체정보 및 운동정보를 얻고, 생체정보로부터 대상자가 최적의 생체상태인 회수구간을 얻으며, 회수구간동안 운동정보로부터 최적의 운동결과를 구하여 대상자에게 알리는 이동 단말기를 포함하여 이루어지는 골프나 테니스와 같은 운동시의 운동 동작 모니터링 장치에 대한 연구들이 이루어지고 있다. Recently, a motion detection device for contacting a subject performing exercise to measure a living body signal of the subject, measuring a movement signal according to the movement of the subject or the exercise equipment, and transmitting the living body signal and the movement signal; A mobile terminal which obtains biometric information and exercise information from the subject, obtains a recovery period that is optimal for the patient from the biometric information, obtains an optimal exercise result from the exercise information during the recovery period, and informs the subject. Researches on exercise motion monitoring devices during exercise have been made.
그러나 이러한 연구들에 있어서도 생체신호를 측정하는 장치에 의해 운동자의 몸이 구속되며, 실시간적으로 운동처방을 받기 힘들며, 특히 공식화, 정량화, 개량화된 각 사용자에 맞는 운동처방을 얻기 힘들다.However, even in these studies, the body of the exerciser is constrained by the apparatus for measuring the biosignal, and it is difficult to receive exercise prescription in real time, and it is difficult to obtain the exercise prescription for each user who is formulated, quantified, and improved.
본 발명이 해결하고자 하는 과제는, 운동기구 관리서버, 다수 운동기구 단말기, 사용자 단말기를 구비하여 이루어지되, 각 운동기구 단말기는 그 운동기구의 현 사용자를 무자각적으로 자동 감지하고, 사용자의 운동 히스토리(History) 정보를 운동기구 관리서버에서 읽어 들이며, 사용자 단말기 등을 통해 운동 중의 사용자의 체력 등을 측정하며, 이렇게 얻어진 기본개인정보, 체력측정정보, 그리고 최대 산소섭취량(이하 VO2Max라 함)를 통해 공식화, 정량화, 개량화된 각 사용자에 맞는 운동처방을 결정하여 실시간적으로 각 운동기구 단말기를 통해 사용자에게 피드백시켜주는 운동처방 시스템을 제공하는 것이다.The problem to be solved by the present invention is provided with a sports equipment management server, a plurality of sports equipment terminals, a user terminal, each of the sports equipment terminal automatically detects the current user of the sports equipment, the user's exercise history (History) information is read from the exercise equipment management server, and the user's physical fitness is measured through the user terminal, etc., and the basic personal information, physical fitness measurement information, and the maximum oxygen intake (hereinafter referred to as VO2Max) are obtained. Formulation, quantification, improved exercise prescription for each user is determined to provide an exercise prescription system that feeds back to the user through each exercise equipment terminal in real time.
본 발명이 해결하고자 하는 또 다른 과제는, 운동기구 단말기에 피드백한 정보인 운동처방이 실시간으로 변경 됨으로서 사용자에게 적당한 운동처방이 가능하게 하되, 사용자가 단말기를 부착하여 운동기구에서 운동을 하는 동안 단말기를 통해 사용자의 생체 데이터(Bio-Data)가 실시간적으로 무자각적으로 운동기구 단말기에 전송되어 전송된 생체 데이터와 운동기구 관리서버에 있는 기 저장된 데이터를 바탕으로 실시간적으로 바이오피드백(Bio-Feedback)되어 운동기구를 제어하는 운동처방 시스템을 제공하는 것이다.Another problem to be solved by the present invention, the exercise prescription, which is the information fed back to the exercise equipment terminal is changed in real time to enable a suitable exercise prescription to the user, while the user is attached to the terminal while exercising in the exercise equipment terminal The user's bio-data is transmitted to the exercise equipment terminal in real time in an involuntary manner, and the bio-feedback is performed in real time based on the transmitted bio-data and previously stored data in the exercise equipment management server. It is to provide an exercise prescription system to control the exercise equipment.
본 발명이 해결하고자 하는 또 다른 과제는, 지난 운동정보와 최초 개인 기본정보 및 기초 체력 정보를 통한 운동처방뿐만 아니라 슬레이브 모듈에서 실시간으로 계측되는 생체 정보들을 바탕으로 운동 중 생체의 정보가 어떻게 변화하는지를 모니터링하고, 이를 실시간으로 반영한 운동처방 및 운동기구의 제어가 이루어지게 하며, 바이오피드백 데이터로서도 사용 가능하며, 또한 운동량 분석 및 전문가의 분석을 통한 진료를 위한 데이터로서 사용이 가능하도록 이루어진 운동처방 시스템을 제공하는 것이다.Another problem to be solved by the present invention is how to change the information of the living body during exercise based on the biometric information measured in real time in the slave module as well as the exercise prescription through the past exercise information and the initial personal basic information and basic physical fitness information. The exercise prescription system can be used to monitor and control exercise prescription and exercise equipment reflected in real time, and can be used as biofeedback data, and also as a data for medical treatment through exercise analysis and expert analysis. To provide.
본 발명인 운동처방 시스템은 체스트(chest) 벨트와 함께 결합되어 흉부에 착용되어 사용자의 심전도, 광용적맥파(이하 PPG라 함), 활동도, 체온의 생체 신호를 검출하는 슬레이브 모듈를 구비하는 사용자 단말기; 상기 사용자 단말기로부터 수신된 생체신호와, 지난 운동처방 데이터와 개인 기본 정보 및 기초 체력정보를 이용하여 운동처방을 내리고, 운동처방에 따라 운동기구를 제어하는 운동기구 단말기; 개인 기본 정보 및 기초 체력정보를 저장하고 있으며, 상기 운동기구 단말기로부터 해당 사용자의 운동처방 데이터를 수신하여 저장히며, 상기 운동기구 단말기의 요청에 따라 , 지난 운동처방 데이터와 개인 기본 정보 및 기초 체력정보를 운동기구 단말기로 송신하는 운동기구 관리서버;를 포함하여 이루어진 것을 특징으로 한다.The exercise prescription system of the present invention is coupled to a chest belt (chest) belt is worn on the chest and the user terminal having a slave module for detecting the user's electrocardiogram, optical volume pulse wave (hereinafter referred to as PPG), activity, body temperature; An exercise equipment terminal for lowering the exercise prescription by using the bio-signals received from the user terminal, past exercise prescription data, personal basic information, and basic fitness information, and controlling the exercise machine according to the exercise prescription; It stores personal basic information and basic fitness information, receives and stores the exercise prescription data of the user from the exercise equipment terminal, according to the request of the exercise equipment terminal, the last exercise prescription data, personal basic information and basic fitness information It characterized in that it comprises a; exercise equipment management server for transmitting to the exercise equipment terminal.
또한 본 발명은 사용자에게 지급되는 사용자 단말기, 운동기구에 장착되어 있는 운동기구 단말기, 상기 운동기구 단말기를 통합 관리하는 운동기구 관리서버를 포함하여 이루어진 운동처방 시스템에 있어서, 상기 운동기구 단말기는, In another aspect, the present invention, the exercise device terminal comprising a user terminal that is paid to the user, an exercise equipment terminal mounted on the exercise equipment, an exercise equipment management server for the integrated management of the exercise equipment terminal, the exercise equipment terminal,
상기 운동기구 관리서버로부터 기본개인정보, 기초체력측정정보를 수신하여 이를 바탕으로 VO2max를 추정하고, 추정된 VO2max로부터 운동기구 사용초기의 운동처방을 결정하는 운동기구 연산처리부를 구비한 것을 특징으로 한다.Receiving basic personal information and basic physical fitness measurement information from the exercise equipment management server based on the estimated VO2max, from the estimated VO2max characterized in that it comprises an exercise equipment calculation processing unit for determining the exercise prescription of the initial use of the exercise equipment .
본 발명인 사용자에게 지급되는 사용자 단말기, 운동기구에 장착되어 있는 운동기구 단말기, 상기 운동기구 단말기를 통합 관리하는 운동기구 관리서버를 포함하여 이루어진 운동처방 시스템에 있어서, 상기 운동기구 단말기는 유산소 운동일 경우, 기초정보(신장, 체중, 체질량지수(BMI), 혈압, HR, Max HR 등)와, VO2max(기구측정치, 추후측정치로 대체), 운동량(Kcal), 기초체력정보 활용(민첩성, 근지구력, 순발력, 평형성, 유연성, 근력) 을 통하여
Figure PCTKR2009004817-appb-I000001
점수화(기본 개인 정보만으로 얻는 정보에 대한 운동능력평가에서 보정값으로 역할)를 구하여 운동처방을 결정하며, 무산소운동의 경우, 횟수, 중량, 세트 수 조합으로 운동처방을 결정하는 운동기구 연산처리부를 구비한 것을 특징으로 한다.
In the exercise prescription system comprising a user terminal provided to the user of the present invention, an exercise equipment terminal mounted on the exercise equipment, an exercise equipment management server for managing the exercise equipment terminal, wherein the exercise equipment terminal is aerobic exercise , Basic information (height, weight, body mass index (BMI), blood pressure, HR, Max HR, etc.), VO2max (measured, replaced by future measurements), exercise amount (Kcal), use of basic fitness information (agility, muscle endurance, Quickness, balance, flexibility and strength)
Figure PCTKR2009004817-appb-I000001
The exercise prescription calculation unit determines the exercise prescription by obtaining scoring (the role of the correction value in the exercise ability evaluation for the information obtained only with the basic personal information). Characterized in that provided.
상기 운동기구 단말기는 상기 운동처방에 따라 운동기구의 기구제어신호를 생성하여, 운동기구를 제어하는 것을 특징으로 한다.The exercise machine terminal generates an instrument control signal of the exercise machine according to the exercise prescription, and controls the exercise machine.
상기 사용자 단말기는 체스트(chest) 벨트와 함께 결합되어 흉부에 착용되어 사용자의 심전도, PPG, 활동도, 체온의 생체 신호를 검출하는 슬레이브 모듈를 적어도 구비하는 것을 특징으로 한다.The user terminal is coupled to a chest belt (chest) belt is worn on the chest, characterized in that it comprises at least a slave module for detecting the bio-signal of the user's electrocardiogram, PPG, activity, body temperature.
상기 사용자 단말기는 암(arm)밴드와 함께 상완에 착용되어, 운동기구(310)의 TV음원수신, 핸즈프리, MP3 를 포함하는 마스터 모듈을 더 구비하는 것을 특징으로 한다. The user terminal is worn on the upper arm together with the arm (arm), characterized in that it further comprises a master module including a TV sound source, hands-free, MP3 of the exercise equipment (310).
상기 마스터 모듈은 메모리 카드를 더 구비하는 것을 특징으로 한다.The master module may further include a memory card.
상기 메모리 카드는 마이크로 SD 카드(micro-SD card)인 것을 특징으로 한다.The memory card is characterized in that the micro-SD card (micro-SD card).
상기 슬레이브 모듈은 RFID 테그를 구비하여, 사용자별로 사용초기에 운동기구 관리서버에 등록되어 지며, 운동기구 단말기는 상기 RFID 테그를 자동검지하는 것을 특징으로 한다.The slave module is provided with an RFID tag, and registered in the exercise equipment management server at the beginning of use for each user, and the exercise equipment terminal is configured to automatically detect the RFID tag.
상기 슬레이브 모듈은 사용자 ID를 저장하고 있으며, 운동기구의 사용초기에 운동기구 관리서버로 전송하는 것을 특징으로 한다.The slave module stores the user ID, and transmits to the exercise equipment management server at the beginning of use of the exercise equipment.
상기 슬레이브 모듈은 심전도 전극부, PPG 센서부, 활동도 센서부, 체온 센서부를 이용하여 생체신호로서 심전도 신호, PPG 신호, 활동도신호, 체온신호를 검출하는 생체신호 검출부; 상기 생체신호 검출부로부터 검출된 생체신호를 증폭하고 잡음을 제거하는 신호전처리부; 상기 신호전처리부의 출력신호를 디지탈신호로 변환하여 운동기구 단말기로 전송하는 슬레이브모듈 데이터 수집부; 를 포함하여 이루어진 것을 특징으로 한다.The slave module may include a biosignal detection unit configured to detect an electrocardiogram signal, a PPG signal, an activity signal, and a body temperature signal as a biosignal using an electrocardiogram electrode part, a PPG sensor part, an activity sensor part, and a body temperature sensor part; A signal preprocessor for amplifying a biosignal detected from the biosignal detector and removing noise; A slave module data collector converting the output signal of the signal preprocessor into a digital signal and transmitting the digital signal to an exercise equipment terminal; Characterized in that comprises a.
상기 슬레이브모듈 데이터 수집부는 A/D변환기, 슬레이브모듈 연산처리부, 슬레이브모듈 송수신부를 포함하고 있는 것을 특징으로 한다.The slave module data collector includes an A / D converter, a slave module operation processor, and a slave module transceiver.
운동기구 단말기는 슬레이브 모듈, 마스터 모듈로부터의 출력신호를 수신하여 운동기구 연산처리부로 전송하는 운동기구 송수신부; 운동처방을 임시 저장하며, 운동기구 사용중 또는 종료후에 운동기구 관리서버로 전송하는 운동기구 메모리부; 운동기구 연산처리부의 출력신호인 사용자의 현재 운동처방, 사용자의 생체신호 및 건강상태를 출력하는 운동기구 출력부; 운동기구 연산처리부로부터의 운동기구 제어신호에 따라 운동기구를 제어하는 운동기구 제어부;를 포함하고 있는 것을 특징으로 한다.The exercise equipment terminal includes: an exercise equipment transceiver for receiving output signals from the slave module and the master module and transmitting the output signal to the exercise equipment operation processor; An exercise device memory unit for temporarily storing an exercise prescription and transmitting the exercise prescription to an exercise device management server after the use of the exercise device or after the exercise device is finished An exercise machine output unit configured to output a current exercise prescription of the user, a bio signal and a health state of the user, which are output signals of the exercise machine calculation processing unit; And an exercise machine controller for controlling the exercise machine in accordance with the exercise machine control signal from the exercise machine calculation processing unit.
상기 운동기구 관리서버는 개인 기본 정보 및 기초 체력정보를 저장하고 있으며, 상기 운동기구 단말기로부터 해당 사용자의 운동처방 데이터를 수신하여 저장히며, 상기 운동기구 단말기의 요청에 따라 , 지난 운동처방 데이터와 개인 기본 정보 및 기초 체력정보를 운동기구 단말기로 송신하는 것을 특징으로 한다.The exercise equipment management server stores personal basic information and basic fitness information, receives and stores exercise prescription data of the user from the exercise equipment terminal, and at the request of the exercise equipment terminal, past exercise prescription data and individual. The basic information and the basic fitness information is characterized in that for transmitting to the exercise equipment terminal.
본 발명인 운동처방 방법은 운동기구 관리서버에게 해당 사용자에 대한 지난 운동정보와 개인 기본 정보 및 기초 체력정보를 요청하고, 운동기구 관리서버로부터 지난 운동정보와 개인 기본 정보 및 기초 체력정보를 수신하는 기초정보 수신단계; 상기 기초정보 수신단계에 수신된 기본개인정보, 기초체력측정정보를 바탕으로 VO2max를 추정하고, 추정된 VO2max로부터 초기 운동처방을 결정하는 초기 운동처방단계; 상기 초기 운동처방단계의 운동처방에 따라 운동기구의 기구제어신호를 생성하여, 운동기구를 제어하는 기구제어단계;를 포함하여 이루어진 것을 특징으로 한다.The inventors exercise prescribing method to request the exercise equipment management server for the last exercise information and personal basic information and basic fitness information for the user, the base for receiving the last exercise information, personal basic information and basic fitness information from the exercise equipment management server An information receiving step; An initial exercise prescription step of estimating VO2max based on basic personal information and basic fitness measurement information received in the basic information receiving step, and determining an initial exercise prescription from the estimated VO2max; And an instrument control step of generating an instrument control signal of the exercise device according to the exercise prescription of the initial exercise prescription step, and controlling the exercise device.
또한 본 발명인 운동처방 방법은 상기 기구 제어단계 후, 슬레이브 모듈로부터 수신된 생체신호로부터 구하여진 심박수(HR), 심박변이도(HRV), QT간격 (QTinterval(QTc)), 체온으로부터 운동처방을 변경할 것인지 여부를 결정하는 운동처방변경여부 판단단계; 상기 운동처방변경여부 판단단계에서 운동처방을 변경한다고 판정되면, 운동처방을 재설정하고, 기구제어단계로 되돌아 가는 운동처방 재설정단계; 만약 운동처방변경여부 판단단계에서 운동처방을 변경안한다고 판정되면, 사용자에 의한 운동정지인지, 운동프로토콜 종료에 의한 운동정지인지를 판단하여, 사용자에 의한 운동정지인지이거나, 운동프로토콜 종료에 의한 운동정지이면 종료하고, 사용자에 의한 운동정지가 아니거나, 운동프로토콜 종료에 의한 운동정지가 아니면, 기구제어단계로 되돌아 가는 종료여부 판단단계;를 더 포함하여 이루어진 것을 특징으로 한다.In addition, the present inventors exercise prescription method is to change the exercise prescription from the heart rate (HR), heart rate variability (HRV), QT interval (QTinter) (QTc), body temperature obtained from the bio-signal received from the slave module after the instrument control step Determining whether to change the exercise prescription to determine whether or not; An exercise prescription resetting step of resetting the exercise prescription and returning to the machine control step if it is determined that the exercise prescription is changed in the exercise prescription change decision step; If it is determined that the exercise prescription is not to be changed at the step of determining whether the exercise prescription is changed, it is determined whether the exercise is stopped by the user or the exercise is stopped by the end of the exercise protocol, and the exercise is stopped by the user or the exercise is stopped by the end of the exercise protocol. If it is terminated, if the exercise is not stopped by the user, or if the exercise is not stopped by the end of the exercise protocol, the determination of whether or not to return to the instrument control step; characterized in that it further comprises.
또한 기본 개인정보는 신장, 체중, BMI, 수축기 혈압(mmHg), 확장기 혈압(mmHg), 안정시 심박수(Rest HR), 최대 심박수(Max HR)이며, 기초 체력 정보는 민첩성(Side Step), 민첩성(근육반응), 민첩성(신경반응), 근 지구력, 순발력(ms), 평형성, 유연성(Cm), 근력인 것을 특징으로 한다.In addition, basic personal information is height, weight, BMI, systolic blood pressure (mmHg), diastolic blood pressure (mmHg), resting heart rate (Rest HR), maximum heart rate (Max HR), and basic fitness information is Side Step, Agility (Muscle reaction), agility (nerve reaction), muscular endurance, quickness (ms), equilibrium, flexibility (Cm), muscle strength.
본 발명의 운동처방 시스템은, 운동기구 관리서버, 다수 운동기구 단말기, 사용자 단말기를 구비하여 이루어지되, 각 운동기구 단말기는 그 운동기구의 현 사용자를 무자각적으로 자동 감지하고, 사용자의 운동 히스토리(History) 정보를 운동기구 관리서버에서 읽어 들이며, 사용자 단말기 등을 통해 운동 중의 사용자의 기초체력 등을 측정하며, 이렇게 얻어진 기본개인정보, 기초체력측정정보, 그리고 최대 산소섭취량(이하 VO2Max라 함)를 통해 공식화, 정량화, 개량화된 각 사용자에 맞는 운동처방을 결정하여 실시간적으로 각 운동기구 단말기를 통해 사용자에게 피드백시켜준다. The exercise prescription system of the present invention comprises an exercise equipment management server, a plurality of exercise equipment terminals, and a user terminal, wherein each exercise equipment terminal automatically senses the current user of the exercise equipment, and the user's exercise history ( History) reads information from the exercise equipment management server, and measures the user's basic fitness during exercise through the user terminal, and the like, the basic personal information, the basic fitness measurement information, and the maximum oxygen intake (hereinafter referred to as VO2Max) The exercise prescription for each user is formulated, quantified, and improved, and feedback is provided to the user through each exercise device terminal in real time.
또한, 본 발명의 운동처방 시스템은, 운동기구 단말기에 피드백한 정보인 운동처방이 실시간으로 변경 됨으로서 사용자에게 적당한 운동처방이 가능하게 하되, 사용자가 단말기를 부착하여 운동기구에서 운동을 하는 동안 단말기를 통해 사용자의 생체 데이터(Bio-Data)가 실시간적으로 무자각적으로 운동기구 단말기에 전송되어 전송된 생체 데이터와 운동기구 관리서버에 있는 기 저장된 데이터를 바탕으로 실시간적으로 바이오피드백(Bio-Feedback)되어 운동기구를 제어하도록 이루어진다.In addition, the exercise prescription system of the present invention, the exercise prescription, which is information fed back to the exercise equipment terminal is changed in real time to enable the exercise prescription suitable to the user, while the user attaches the terminal while exercising on the exercise equipment The bio-data of the user is transmitted to the exercise equipment terminal in real time and involuntarily in real time based on the transmitted bio-data and the pre-stored data in the exercise equipment management server. To control the exercise equipment.
또한, 본 발명의 운동처방 시스템은, 운동기구 단말기에 저장되어 있는 데이터를 바탕으로 운동기구를 제어하도록 이루어지되, 상기 데이터는 바이오피드백되는 데이터로서 사용이 가능하며, 또한 운동량 분석 및 전문가의 분석을 통한 진료를 위한 데이터로서 사용이 가능하도록 이루어진다.In addition, the exercise prescription system of the present invention is made to control the exercise equipment based on the data stored in the exercise equipment terminal, the data can be used as biofeedback data, and also the exercise amount analysis and expert analysis It can be used as data for medical treatment.
따라서 사용자가 운동중 생체신호 측정에 따른 구속감을 느끼지 못하면서도 각 운동기구는 사용자의 별다른 설정이 필요없이 사용자에게 보다 알맞는 운동처방을 제공할수 있다.Therefore, while the user does not feel the restraint according to the measurement of the bio-signal during exercise, each exercise equipment can provide a more suitable exercise prescription to the user without the need for the user's separate setting.
도 1은 본 발명의 바람직한 일 실시예에 의한 운동처방 시스템의 설명도이다.1 is an explanatory view of the exercise prescription system according to an embodiment of the present invention.
도 2는 상기 도 1의 운동처방 시스템의 구성을 설명하기 위한 설명도이다.2 is an explanatory diagram for explaining the configuration of the exercise prescription system of FIG.
도 3은 상기 도 2의 운동기구 단말기에서의 운동처방을 결정하는 흐름도이다.3 is a flowchart for determining exercise prescription in the exercise device terminal of FIG. 2.
도 1은 본 발명의 바람직한 일 실시예에 의한 운동처방 시스템을 개념적으로 설명하기위한 설명도이다.1 is an explanatory diagram for conceptually explaining the exercise prescription system according to an embodiment of the present invention.
본 발명은 다수의 운동기구들을 구비하는 피트니스센터와 같은 운동시설에서 사용되는 운동처방 시스템으로, 운동기구 관리서버(400), 운동기구 단말기(300), 사용자 단말기(100)를 구비한다.The present invention is an exercise prescription system used in an exercise facility, such as a fitness center having a plurality of exercise equipment, the exercise equipment management server 400, exercise equipment terminal 300, the user terminal 100 is provided.
본 발명에 있어서, 먼저 사용자가 처음 피트니스센터에 오게 되면, 가장 먼저 과거 병력을 포함한 의료기록 및 개인 기본정보를 작성하게 되고, 이는 바로 운동기구 관리서버에 “개인 기본정보”로 저장된다. 그 후 기초체력 측정장치를 통해 개인이 가지고 있는 현재의 체력상태를 측정하게 되고 이 정보 역시 “기초체력 정보”로 운동기구 관리서버에 저장된다. 개인 기본정보는 과거 병력, 키, 몸무게, BMI, 혈압, 심박수, 그리고 체성분 분석치(추가)가 포함되며, 기초체력정보는 민첩성, 근지구력, 순발력, 평형성, 유연성, 근력이 포함된다. 후술되는 유산소 운동에서의 운동처방은, 최초 피트니스센터 방문으로 얻은 두 가지 정보, 즉 개인 기본정보와 기초체력 정보를 바탕으로 운동처방 군(群)이 나눠지게 되고, 그 분류는 다시 개인의 VO2max값에 따라 운동처방이 24주 프로그램으로 사용자에게 제공될 수 있다. In the present invention, when a user first comes to the fitness center, first of all, the medical record including the past medical history and personal basic information is created, which is immediately stored in the exercise equipment management server as "personal basic information". Afterwards, the basic physical fitness measuring device measures the current physical condition of the individual and this information is also stored in the exercise equipment management server as "basic fitness information". Personal basic information includes past medical history, height, weight, BMI, blood pressure, heart rate, and body composition analysis (additional). Basic fitness information includes agility, muscular endurance, quickness, balance, flexibility and strength. The exercise prescription in aerobic exercise, which will be described later, is divided into exercise prescription groups based on two pieces of information obtained during the first visit to the fitness center, that is, personal basic information and basic physical fitness information. Depending on the exercise prescription can be provided to the user in a 24-week program.
사용자 단말기(100)는 사용자에게 장착되어, 사용자의 심전도, PPG, 활동도, 체온 등의 생체 신호를 검출하며, 검출된 생체신호는 블루투스(bluetooth)를 통해 사용자 단말기를 장착한 시용자가 운동중인 운동기구 단말기(300)로 전송한다. 사용자 단말기(100)는 슬레이브 모듈(Slave module)과 마스터 모듈(master module)로 이루어지거나, 슬레이브 모듈만으로 이루어질 수 있으며, 이들 모듈들은 배터리 구비하여 구동된다. The user terminal 100 is mounted on the user, and detects a biosignal such as an electrocardiogram, PPG, activity, and body temperature of the user, and the detected biosignal is a workout in which a user equipped with the user terminal is exercising via Bluetooth. Send to instrument terminal 300. The user terminal 100 may be composed of a slave module and a master module, or may consist only of a slave module, and these modules are driven with a battery.
슬레이브 모듈(110)은 체스트(chest) 벨트와 함께 결합되어 흉부에 착용되며, 심전도, PPG, 활동도, 체온 등의 생체 신호를 검출하며, 검출된 생체신호는 시용자가 운동중인 운동기구 단말기(300)로 전송된다.The slave module 110 is combined with a chest belt and worn on the chest, and detects bio signals such as electrocardiogram, PPG, activity, and body temperature, and the detected bio signals are exercise device terminals 300 by which the user is exercising. Is sent).
마스터 모듈(210)은 암(arm)밴드와 함께 상완에 착용되어, 운동기구(310)의 TV음원수신, 핸즈프리, MP3의 기능을 하며, 슬레이브 모듈로부터 수신된 데이터를 저장하여, 필요에 따라 USB 인터페이스 등을 통해 개인용 컴퓨터(미도시), 전문가 서버(미도시) 또는 운동기구 관리서버(400) 등에 데이터를 전송할 수 있다. 마스터 모듈은 MP3 데이터, 슬레이브 모듈로부터 수신된 데이터를 저장하기위해 메모리 카드를 내장하고 있으며, 상기 메모리 카드는 마이크로 SD 카드(micro-SD card)일 수있다.The master module 210 is worn on the upper arm together with the arm band, and functions as a TV sound source, hands-free, and MP3 of the exercise device 310, and stores data received from the slave module, if necessary, by USB. Data may be transmitted to a personal computer (not shown), an expert server (not shown), or an exercise equipment management server 400 through an interface. The master module has a built-in memory card for storing MP3 data, data received from the slave module, the memory card may be a micro-SD card.
즉, 슬레이브 모듈(110)은 생체 데이터 측정 및 전송(Bluetooth)을 행하며, 마스터 모듈은 엔터테인먼트(entertainment) 기능, 즉 운동기구 TV장치와 음원 연결, 휴대폰 핸즈프리, MP3 듣기) 등과, 데이터 저장(micro-SD card) 기능, 그리고 엔터테인먼트 기능구현을 위한 음원 송수신(Bluetooth)의 역할을 수행한다.That is, the slave module 110 performs biometric data measurement and transmission (Bluetooth), the master module entertains (entertainment) function, that is, connecting the sports equipment TV device, sound source, mobile phone hands-free, MP3 listening, etc., data storage (micro-) SD card) function, and plays a role of Bluetooth transmission and reception for the implementation of entertainment functions.
또한, 슬레이브 모듈 내부에 사용자 ID가 저장되어 있으며, 이는 운동기구 단말기와의 통신 프로토콜 속에 존재할수 있다. 운동기구 단말기가 자동으로 주변 블루투스 장치를 지속적으로 찾고 있는 상태에서, 운동자가 체스트 밸트에 슬레이브 모듈을 결합하여 (또는 슬레이브 모듈이 마스터 모듈과 결합된 형태로 상완에 착용되어) 운동기구 단말기에 접근했을 때, 운동기구 단말기는 주변 블루투스 장치를 운동 기구 출력부 GUI를 통해 사용자에게 보여지고, 자산이 착용하고 있는 단말기의 ID로 검색된 블루투스를 선택하도록 유도한다. 현재 운동자의 ID로 검색된 블루투스 장치가 운동기구 단말기의 블루투스 장치와 연결이 되면, 비로소 운동처방이 운동기구 관리서버로부터 운동자의 개인 정보들이 운동기구 단말기로 정보를 보내주고, 슬레이브 모듈에서는 운동자의 생체신호를 실시간으로 계측하여 운동기구 단말기로 전송하게 된다.In addition, a user ID is stored inside the slave module, which may exist in a communication protocol with the exercise equipment terminal. With the exercise device automatically searching for peripheral Bluetooth devices, the athlete may have attached the slave module to the chest belt (or the slave module worn on the upper arm in combination with the master module) to access the exercise device. When the exercise equipment terminal shows the peripheral Bluetooth device to the user through the exercise equipment output GUI, it induces the user to select the Bluetooth searched by the ID of the terminal worn by the asset. When the Bluetooth device searched by the ID of the current exerciser is connected to the Bluetooth device of the exercise equipment terminal, the exercise prescription sends the personal information of the exerciser to the exercise equipment terminal from the exercise equipment management server, and the slave module transmits the bio signal of the exerciser terminal. It is measured in real time and transmitted to the exercise equipment terminal.
운동기구 단말기(300)는 유선 또는 무선으로 통신을 통하여 운동기구 관리서버(400)로부터 사용자의 운동 히스토리(History) 정보를 수신하며, 사용자 단말기(100)로부터 사용자의 생체신호들을 수신하며, 이들을 바탕으로 사용자에게 알맞는 운동처방을 결정하여 운동기구(310)를 제어한다. 주어진 정보에 따라 정량적으로 세분화된 운동처방 정보를 받은 운동기구(310)는 처방 정보에 따라 자동으로 기구를 제어함으로써 사용자에게 맞춤형 운동처방을 제시한다.The exercise device terminal 300 receives exercise history information of the user from the exercise device management server 400 through wired or wireless communication, receives the user's bio signals from the user terminal 100, and based on these, By controlling the exercise prescription suitable for the user to control the exercise device (310). The exercise device 310 that receives the exercise prescription information quantitatively divided according to the given information presents a customized exercise prescription to the user by automatically controlling the device according to the prescription information.
운동기구 단말기(300)는 사용자 단말기(100)의 슬레이브 모듈로부터 사용자 ID를 전달받으면, 운동기구 관리서버(400)에서 해당 사용자에 대한 지난 운동정보와 개인 기본 정보 및 기초 체력정보를 요청하고, 이들 정보를 바탕으로 초기 운동처방을 내리게 된다. When the exercise equipment terminal 300 receives the user ID from the slave module of the user terminal 100, the exercise equipment management server 400 requests past exercise information, personal basic information, and basic fitness information for the corresponding user. Based on the information, the initial exercise prescription is given.
지난 운동정보와 최초 개인 기본정보 및 기초 체력 정보를 통한 운동처방뿐만 아니라 슬레이브 모듈에서 실시간으로 계측되는 생체 정보들을 바탕으로 운동 중 생체의 정보가 어떻게 변화하는지를 모니터링하고, 이를 실시간으로 운동처방에 반영하여 처방 및 운동기구(310)의 제어가 이루어지게 한다.Based on the biometric information measured in real time by the slave module as well as the prescription through past exercise information and basic personal information and basic physical fitness information, it monitors how the biometric information changes during exercise and reflects it in the exercise prescription in real time. Control of the prescription and exercise equipment 310 is made.
운동기구 단말기(300)와의 최초 연결은 슬레이브 모듈의 블루투스이고, 이 통신이 확보되면, 2차적으로 마스터 모듈의 블르투스가 운동기구 단말기(300)와 연결되어 통신망이 확보된다.The first connection with the exercise equipment terminal 300 is the Bluetooth of the slave module, and if this communication is secured, the Bluetooth of the master module is secondarily connected with the exercise equipment terminal 300 to secure the communication network.
운동기구 관리서버(400)는 운동 시설을 이용하는 사람들의 기본 개인 정보 데이터를 저장하고 있으며, 운동기구 단말기(300)로부터 해당 사용자의 운동처방 데이터를 수신하여 저장한다. 운동기구 관리서버(400)는 운동 시설 내의 서버로서, TCP-IP통신으로 유선또는 무선으로 운동기구 단말기(300)와 통신한다.The exercise equipment management server 400 stores basic personal information data of people using exercise facilities, and receives and stores exercise prescription data of the corresponding user from the exercise equipment terminal 300. The exercise apparatus management server 400 is a server in an exercise facility, and communicates with the exercise apparatus terminal 300 by wire or wirelessly by TCP-IP communication.
각 슬레이브 모듈(110) 또는 마스터 모듈(210)은 RFID 테그를 구비하여, 사용자별로 사용초기에 운동기구 관리서버(400)에 등록되어 질 수 있으며, 운동기구 단말기(300)는 이를 자동검지할 수 있다. Each slave module 110 or master module 210 is provided with an RFID tag, can be registered in the exercise equipment management server 400 at the beginning of use for each user, the exercise equipment terminal 300 can automatically detect this. have.
도 2는 도 1의 운동처방 시스템의 구성을 설명하기위한 설명도이다.2 is an explanatory diagram for explaining the configuration of the exercise prescription system of FIG.
슬레이브 모듈(110)은 생체신호 검출부(120), 신호전처리부(140), A/D변환기(170), 슬레이브모듈 연산처리부(180), 슬레이브모듈 송수신부(190)를 구비한다.The slave module 110 includes a biosignal detector 120, a signal preprocessor 140, an A / D converter 170, a slave module operation processor 180, and a slave module transceiver 190.
생체신호 검출부(120)는 센서들을 이용하여 생체신호, 즉 심전도 신호, PPG 신호, 활동도신호, 체온신호 등을 검출하는 수단으로, 심전도 전극부(122), PPG 센서부(124), 활동도 센서부(126), 체온 센서부(128)를 포함한다.The biosignal detection unit 120 is a means for detecting a biosignal, i.e., an electrocardiogram signal, a PPG signal, an activity signal, a body temperature signal, etc. using sensors, and the electrocardiogram electrode 122, the PPG sensor 124, and the activity diagram. The sensor unit 126 and the body temperature sensor unit 128 are included.
심전도 전극부(122)는 2개 이상의 심전도 전극을 구비하여, 심전도 신호를 검출한다. 슬레이브 모듈(110)에 심전도 전극을 2개 구비하여 심전도 신호를 검출할 수 있는데, 즉, 심전도 전극을 사용자의 양쪽 가슴에 부착함에 따라 운동 중 사용자의 리드I(Lead I) 심전도 신호를 검출한다. 여기서는 미도시되었지만, 경우에 따라서는, 상완에 장착된 마스터 모듈(210)에 심전도 전극을 1개 더 구비하고, 귀에 장착되는 이어폰부(미도시)에 심전도 전극을 1개 더 구비하여 리드II로 심전도 신호를 검출할 수 있다.The ECG electrode part 122 includes two or more ECG electrodes to detect an ECG signal. The ECG signal may be detected by providing two ECG electrodes in the slave module 110. That is, the ECG signals of the user may be detected during exercise by attaching the ECG electrodes to both chests of the user. Although not shown here, in some cases, one ECG electrode is further provided in the master module 210 mounted on the upper arm, and one ECG electrode is provided in the earphone unit (not shown) mounted on the ear. ECG signals can be detected.
PPG 센서부(124)는 발광부와 수광부를 구비하여, PPG 신호를 검출한다.The PPG sensor unit 124 includes a light emitting unit and a light receiving unit to detect a PPG signal.
활동도 센서부(126)는 가속도 센서를 구비하여 움직임에 따른 활동도를 검출한다. 가속도 센서로 3축 가속도 센서를 사용할 수 있으며, 그럼에 의해 움직임에 따른 3축 가속도 신호를 검출하여 활동도를 측정할 수 있다. Activity sensor unit 126 has an acceleration sensor to detect the activity according to the movement. As an acceleration sensor, a 3-axis acceleration sensor can be used, thereby detecting activity by measuring a 3-axis acceleration signal according to the movement.
체온 센서부(128)는 피부와 접촉가능한 부분에 위치하여 체온을 검출한다.The body temperature sensor unit 128 is located at a part in contact with the skin and detects body temperature.
신호전처리부(140)는 상기 생체신호 검출부(120)로부터 검출된 생체신호, 즉 심전도 신호, PPG 신호, 활동도신호 등을 증폭하고 잡음을 제거하는 등 전처리하는 수단으로, 심전도 전처리부(142), PPG 전처리부(144), 활동도 전처리부(146), 체온 전처리부(148)를 포함한다.The signal preprocessor 140 is a means for preprocessing amplifying a biosignal detected from the biosignal detector 120, that is, an electrocardiogram signal, a PPG signal, an activity signal, and the like, and removing noise. , PPG preprocessor 144, activity preprocessor 146, body temperature preprocessor 148.
심전도 전처리부(142)는 심전도 전극들에서 검출된 심전도 신호를 증폭하고 잡음을 제거한다. The ECG preprocessor 142 amplifies the ECG signal detected by the ECG electrodes and removes noise.
PPG 전처리부(144)는 PPG 센서부(124)에서 검출된 PPG 신호를 증폭하고 잡음을 제거한다. The PPG preprocessor 144 amplifies the PPG signal detected by the PPG sensor 124 and removes noise.
활동도 전처리부(146)는 활동도 센서부(126)에서 검출된 활동도 신호를 증폭하고 잡음을 제거한다. The activity preprocessor 146 amplifies the activity signal detected by the activity sensor unit 126 and removes noise.
체온 전처리부(148)는 체온 센서부(128)에서 검출된 체온 신호를 증폭 등의 전처리를 한다. The body temperature preprocessor 148 performs preprocessing such as amplification of the body temperature signal detected by the body temperature sensor 128.
A/D변환기(170)는 신호전처리부(140)의 출력신호를 디지탈신호로 변환한다.The A / D converter 170 converts the output signal of the signal preprocessor 140 into a digital signal.
슬레이브모듈 연산처리부(180)는 A/D변환기(170)의 출력신호를 슬레이브모듈 송수신부(190)에서 송신하기위한 신호로 변환한다. 슬레이브모듈 송수신부(190)로부터 운동기구 단말기(300)의 요청을 수신하며, 수신된 요청에 따라 사용자 ID 등 사용자 정보를 슬레이브모듈 송수신부(190)를 통해 운동기구 단말기(300)로 전송한다. 경우에따라서, 슬레이브모듈 연산처리부(180)는 생략되어질 수 있다.The slave module operation processor 180 converts the output signal of the A / D converter 170 into a signal for transmission from the slave module transceiver 190. Receives a request of the exercise device terminal 300 from the slave module transceiver 190, and transmits user information such as a user ID to the exercise device terminal 300 through the slave module transceiver 190 according to the received request. In some cases, the slave module calculation processing unit 180 may be omitted.
슬레이브모듈 송수신부(190)는 슬레이브모듈 연산처리부(180)의 출력신호를 운동기구 단말기(300)로 전송한다.The slave module transceiver 190 transmits an output signal of the slave module operation processor 180 to the exercise device terminal 300.
미도시되었지만, 슬레이브 모듈(110)은 슬레이브모듈 메모리부를 더 구비할 수 있다. 슬레이브모듈 메모리부(미도시)는 사용자 ID등 사용자 기본정보를 저장하고 있으며, 운동기구 단말기(300)의 요청에 따라 사용자 ID를 슬레이브모듈 송수신부(190)를 통해 운동기구 단말기(300)로 전송한다.Although not shown, the slave module 110 may further include a slave module memory unit. The slave module memory unit (not shown) stores user basic information such as a user ID, and transmits the user ID to the exercise device terminal 300 through the slave module transceiver 190 according to a request of the exercise device terminal 300. do.
본 발명에서 A/D변환기(170), 슬레이브모듈 연산처리부(180), 슬레이브모듈 송수신부(190)는 슬레이브모듈 데이터 수집부로서, 경우에 따라서는 하나의 데이터 수집 칩으로 이루어질 수 있다.In the present invention, the A / D converter 170, the slave module operation processor 180, and the slave module transceiver 190 are slave module data collectors, and in some cases, may be formed of one data acquisition chip.
마스터 모듈(210)은 음원 연결부(220), MP3(230), 휴대폰 헨즈프리부(240), 메모리카드(250), 마스터모듈 송수신부(290), 마스터모듈 설정부(280)를 구비한다.The master module 210 includes a sound source connection unit 220, an MP3 230, a mobile phone hands-free unit 240, a memory card 250, a master module transceiver 290, and a master module setting unit 280.
음원 연결부(220)는 운동기구(310)의 옆에 장착되어 있는 TV의 음원 또는 운동기구 단말기(300)로부터 마스터모듈 송수신부(290)를 통해 수신되는 음원을 출력한다. 음원 연결부(220)는 스피커 또는 헤드셋을 통해 음원을 출력한다.The sound source connection unit 220 outputs a sound source received through the master module transceiver 290 from the sound source of the TV mounted on the exercise device 310 or the exercise device terminal 300. The sound source connection unit 220 outputs a sound source through a speaker or a headset.
MP3(230)는 일반 MP3 장치를 내장하고 있어, 사용자가 운동중에 스피커, 헤드셋 등을 통해 음원을 들을 수 있다.The MP3 230 includes a general MP3 device so that a user can listen to a sound source through a speaker, a headset, or the like during a workout.
휴대폰 헨즈프리부(240)는 휴대폰 헨즈프리 장치를 내장하고 있어, 사용자가 운동중에 마이크가 장착된 헤드셋 등을 통해 의사소통을 할수 있다.The mobile phone hands-free unit 240 has a mobile phone hands-free device, so that the user can communicate through a headset equipped with a microphone during exercise.
메모리카드(250)는 개인 기본 정보를 저장하고 있으며, 사용자가 운동중 듣는 음원 중 저장하고 싶은 음원 등을 저장할 수 있다. 미도시되었지만, 경우에 따라서는 슬레이브 모듈(110)에서 검출된 생체신호를 무선 수신하여 저장할 수 있다. 메모리카드(250)의 데이터는 경우에 따라서 출력포트(미도시)를 통해 컴퓨터 등에 저장할 수 있다.The memory card 250 stores personal basic information, and may store a sound source that the user wants to store among sound sources that the user listens to during exercise. Although not shown in some cases, the biosignal detected by the slave module 110 may be wirelessly received and stored. Data of the memory card 250 may be stored in a computer or the like through an output port (not shown) in some cases.
마스터모듈 수신부(290)는 운동기구 단말기(300)로부터 TV의 음원 또는 운동기구 단말기(300)에서 생성된 음원을 수신하며, 수신된 음원을 음원 연결부(220)로 전송한다. 또한, 메모리카드(250)로부터의 정보, 즉 개인 기본 정보 등을 수신하여, 운동기구 단말기(300) 또는 인접한 컴퓨터로 전송한다.The master module receiving unit 290 receives a sound source generated from the exercise device terminal 300 or the sound source generated by the exercise device terminal 300, and transmits the received sound source to the sound source connection unit 220. In addition, information from the memory card 250, that is, personal basic information, is received and transmitted to the exercise equipment terminal 300 or an adjacent computer.
미도시되었지만, 마스터모듈 연산처리부를 마스터모듈 수신부(290)의 앞단에 더 구비할 수 있으며, 마스터모듈 연산처리부와 마스터모듈 수신부(290)는 하나의 데이터 수집 칩으로 이루어질 수 있다.Although not shown, the master module calculation processing unit may be further provided at the front end of the master module receiving unit 290, and the master module calculation processing unit and the master module receiving unit 290 may be formed of one data collection chip.
마스터모듈 설정부(280)는 음원 연결모드, MP3모드, 휴대폰 헨즈프리부모드, 메모리 모드 등을 설정한다.The master module setting unit 280 sets a sound source connection mode, an MP3 mode, a mobile phone hands-free unit mode, a memory mode, and the like.
운동기구 단말기(300)는 운동기구 송수신부(310), 운동기구 연산처리부(320), 운동기구 설정부(330), 운동기구 메모리부(340), 운동기구 출력부(350), TV포트(360), 운동기구 제어부(370) 등을 포함한다.The exercise equipment terminal 300 includes a sports equipment transceiver 310, a sports equipment operation processor 320, a sports equipment setup unit 330, a sports equipment memory 340, a sports equipment output unit 350, and a TV port ( 360, the exercise equipment controller 370, and the like.
운동기구 송수신부(310)는 슬레이브모듈 송수신부(190), 마스터모듈 송수신부(290)로부터 수신된 신호를 운동기구 연산처리부(320)로 전송하며, 운동기구 연산처리부(320)에서 출력된 ID 요청신호를 슬레이브모듈 송수신부(190)로 전송하며, 알람신호 등을 마스터모듈 송수신부(290)로 전송한다.The sports equipment transceiver 310 transmits a signal received from the slave module transceiver 190 and the master module transceiver 290 to the sports equipment operation processor 320, and the ID output from the sports equipment operation processor 320 is included. The request signal is transmitted to the slave module transceiver 190, and the alarm signal and the like are transmitted to the master module transceiver 290.
운동기구 연산처리부(320)는 슬레이브모듈 송수신부(190)로부터 운동기구 송수신부(310)를 통해 사용자 ID를 전달받으면, 운동기구 관리서버(400)에게 해당 사용자에 대한 지난 운동정보와 개인 기본 정보 및 기초 체력정보를 요청하고, 이들 정보를 바탕으로 초기 운동처방을 내린다. 또한, 지난 운동정보와 최초 개인 기본정보 및 기초 체력 정보를 통한 운동처방뿐만 아니라 슬레이브모듈 송수신부(190)로부터 운동기구 송수신부(310)를 통해 수신된 실시간으로 계측되는 생체 정보들을 바탕으로 운동 중 생체의 정보가 어떻게 변화하는지를 모니터링하고, 이를 실시간으로 운동처방에 반영하여 운동처방을 내린다. 이렇게 얻어진 운동처방을 근거로 운동기구 제어신호를 생성하여 운동기구 제어부(370)으로 전송하여 운동기구(310)의 제어가 이루어지게 한다.When the exercise machine operation processor 320 receives the user ID from the slave module transceiver 190 through the exercise machine transceiver 310, the exercise machine management server 400 sends the last exercise information and the personal basic information about the user. And basic fitness information, and based on the information, the initial exercise prescription. In addition, based on the biometric information measured in real time received through the exercise equipment transceiver 310 from the slave module transceiver 190 as well as exercise prescription through the last exercise information and the initial personal basic information and basic fitness information. It monitors how the information of the living body changes, and reflects this on the exercise prescription in real time to lower the exercise prescription. The exercise machine control signal is generated based on the exercise prescription thus obtained and transmitted to the exercise machine controller 370 to control the exercise machine 310.
운동기구 설정부(330)는 운동기구 온오프(ON/OFF), 운동기구 사용시간, 운동기구 사용모드 등을 수동 설정할 수 있다.The exercise device setting unit 330 may manually set an exercise device ON / OFF, an exercise device use time, an exercise device use mode, and the like.
운동기구 메모리부(340)는 사용자 ID, 사용자의 생체정보, 운동처방을 임시 저장하며, 운동기구 사용중 또는 종료후에 운동기구 관리서버(400)로 전송한다.The exercise device memory unit 340 temporarily stores the user ID, the user's biometric information, and the exercise prescription, and transmits to the exercise device management server 400 after the use of the exercise device or after the exercise device is finished.
운동기구 출력부(350)는 운동기구 연산처리부(320)의 출력신호를 출력한다. 즉, 사용자의 현재 운동처방, 사용자의 생체신호 및 건강상태 등등을 출력한다.The exercise machine output unit 350 outputs an output signal of the exercise machine operation processor 320. That is, it outputs the user's current exercise prescription, the user's biosignal, health status, and the like.
TV포트(360)는 운동기구(310)의 옆에 장착되어 있는 TV의 음원포트와 연결되어, TV의 음원을 운동기구 송수신부(310)를 통해 마스터 모듈(210)로 전송된다.The TV port 360 is connected to the sound source port of the TV mounted next to the exercise device 310, and transmits the sound source of the TV to the master module 210 through the exercise device transceiver 310.
운동기구 제어부(370)는 운동기구 연산처리부(320)로부터의 운동기구 제어신호에따라 운동기구(310)를 제어한다.The exercise device controller 370 controls the exercise device 310 according to the exercise device control signal from the exercise device calculation processor 320.
운동기구 관리서버(400)는 운동 시설 내의 서버로서, 운동 시설을 이용하는 사람들의 기본 개인 정보 데이터를 저장하고 있으며, 운동기구 단말기(300)로부터 해당 사용자의 운동처방 데이터를 수신하여 저장하며, 운동기구 단말기(300)의 데이터 요청시 요청된 데이터를 운동기구 단말기(300)로 전송한다.The exercise equipment management server 400 is a server in an exercise facility, and stores basic personal information data of people using the exercise facility, receives and stores exercise prescription data of the corresponding user from the exercise equipment terminal 300, and exercise equipment. When the data request from the terminal 300 transmits the requested data to the exercise device terminal (300).
운동기구 단말기(300)는 운동기구 출력포트(395)를 통해 운동기구 관리서버(400)와 데이터 통신할 수 있다.The exercise equipment terminal 300 may communicate data with the exercise equipment management server 400 through the exercise equipment output port 395.
도 3은 도 2의 운동기구 단말기에서의 운동처방을 결정하는 흐름도의 일예이다.3 is an example of a flowchart for determining an exercise prescription in the exercise device terminal of FIG. 2.
기초정보 수신단계로, 운동기구 단말기(300)의 운동기구 연산처리부(320)는 운동기구 관리서버(400)에게 해당 사용자에 대한 지난 운동정보와 개인 기본 정보 및 기초 체력정보를 요청하고, 운동기구 관리서버(400)로부터 이들 데이터를 수신한다(S110). In the basic information receiving step, the exercise equipment operation processor 320 of the exercise equipment terminal 300 requests the exercise equipment management server 400 the last exercise information and personal basic information and basic fitness information for the user, Receive these data from the management server 400 (S110).
여기서 기본 개인정보로, 신장, 체중, BMI, 수축기 혈압(mmHg), 확장기 혈압(mmHg), 안정시 심박수(Rest HR), 최대 심박수(Max HR) 등이 있다. 또한, 기초 체력 측정정보로, 민첩성(Side Step), 민첩성(근육반응), 민첩성(신경반응), 근 지구력, 순발력(ms), 평형성, 유연성(Cm), 근력 등이 있다. 이 정보는 피트니스 센터에 최초 방문 시 처음 측정하게 된다. 현재의 개인의 상태를 확인할 수 있는 파라미터들로, 24주 운동처방이 완료된 후 다시 재측정하여 다시 운동처방 군(群) 및 VO2max 단계를 재설정하는데 필요한 요소로 활용된다.The basic personal information may include height, weight, BMI, systolic blood pressure (mmHg), diastolic blood pressure (mmHg), resting heart rate (Rest HR), and maximum heart rate (Max HR). In addition, basic physical fitness measurement information includes agility (Side Step), agility (muscle reaction), agility (nerve reaction), muscle endurance, quickness (ms), balance, flexibility (Cm), muscle strength and the like. This information is initially measured on your first visit to the fitness center. As a parameter to check the current state of the individual, it is used as a necessary element to reset the exercise prescription group and the VO2max stage again by measuring again after the completion of the 24 weeks exercise prescription.
초기 운동처방단계로, 슬레이브 모듈로부터 수신된 심전도신호, PPG신호 등으로 부터 심혈관계 정보를 나타내는 심박수(HR), 심박변이도(HRV)와, 기초정보 수신단계에 수신된 기본개인정보, 기초체력측정정보를 바탕으로 VO2max를 추정하고, 추정된 VO2max로부터 초기 운동처방을 결정한다(S120).In the initial exercise prescription phase, heart rate (HR), heart rate variability (HRV) indicating cardiovascular information from an ECG signal, a PPG signal, etc. received from a slave module, and basic personal information and basic fitness measurement received in the basic information receiving step. VO2max is estimated based on the information, and the initial motion prescription is determined from the estimated VO2max (S120).
기구제어단계로, 운동처방에 따라 운동기구의 기구제어신호를 생성하여, 운동기구를 제어한다(S130).In the mechanical control step, by generating the mechanical control signal of the exercise equipment in accordance with the exercise prescription, and controls the exercise equipment (S130).
운동처방변경여부 판단단계로, 슬레이브 모듈(110)로부터 수신된 생체신호, 즉 심전도, PPG, 체온등으로부터 심박수(HR), 심박변이도(HRV), QT간격(QTinterval(QTc)), 체온 등의 신호를 운동기구 메모리부(340)에 저장된 기준범위 신호와 비교하여 운동처방을 변경할 것인지 여부를 결정한다(S140). In the step of determining the exercise prescription, the bio signals received from the slave module 110, that is, the heart rate (HR), heart rate variability (HRV), QT interval (QTinterval (QTc)), body temperature, etc. The signal is compared with the reference range signal stored in the exercise device memory 340 to determine whether to change the exercise prescription (S140).
즉, 운동처방변경 여부는 자동적으로 이루어지는데, 이는 현재 실시간 계측되고 있는 생체 파라미터를 바탕으로 판단하게 된다. 현재 계측되고 있는 심전도로부터 심박 정보와 심박변이도에서 자율신경계의 변화를 알 수 있는 주파수 분석을 실시간으로 평가하여 현재 주어진 운동 처방을 제대로 수행할 수 있는지를 지속적으로 실시간 모니터링하게 된다. 자율신경계의 주로 활성화된 주파수 영역의 PSD(power spectrum density) 수치에 따라 현재 운동자의 피로도를 분석하고 심전도의 QT interval/QTc를 계산하여 이를 바탕으로 현재 운동처방을 지속할 것인지, 변경할 것인지, 멈출 것인지를 판단하게 된다. 이때 운동기구 메모리부(340)에는 질환별, 연령별, 성별에 대하여 VO2max 값을 얻어, 이를 바탕으로 생체 신호 표준화 작업을 행하여, 각 생체신호에 대한 기준범위가 기저장되어 있다.That is, whether to change the exercise prescription is made automatically, which is determined based on the biometric parameters that are currently measured in real time. From the current electrocardiogram, the heart rate information and the frequency analysis that shows the changes in the autonomic nervous system in the heart rate variability are evaluated in real time to continuously monitor whether the current exercise regimen can be properly performed. Analyzes the current fatigue of the exerciser according to the power spectrum density (PSD) values of the autonomic nervous system, and calculates the QT interval / QTc of the ECG. Based on this, the current exercise prescription is continued, changed or stopped. Will be judged. At this time, the exercise device memory unit 340 obtains the VO2max value for each disease, age, and sex, and performs standardization of the biosignal based on this, and a reference range for each biosignal is stored in advance.
운동처방 재설정단계로, 운동처방변경여부 판단단계에서 운동처방을 변경한다고 판정되면, 운동처방을 재설정하고, 기구제어단계로 되돌아 간다(S150). In the exercise prescription resetting step, when it is determined that the exercise prescription is changed in the exercise prescription change status determination step, the exercise prescription is reset and the process returns to the instrument control step (S150).
유산소 운동일 경우, 기초정보(신장, 체중, BMI, 혈압, HR, Max HR 등)와, VO2max(기구측정치, 추후측정치로 대체), 운동량(Kcal), 기초체력정보 활용(민첩성, 근지구력, 순발력, 평형성, 유연성, 근력) 을 통하여
Figure PCTKR2009004817-appb-I000002
점수화(기본 개인 정보만으로 얻는 정보에 대한 운동능력평가에서 보정값으로 역할)를 구하여 운동량, 즉운동처방을 결정한다. 즉, 유산소 운동에서의 운동처방은, 최초 피트니스센터 방문으로 얻은 두 가지 정보, 즉, 개인 기본정보와 기초체력 정보를 바탕으로 운동처방 군(群)이 나눠지게 되고, 그 분류는 다시 개인의 VO2max값에 따라 운동처방이 24주 프로그램으로 사용자에게 제공될 수 있다.
In the case of aerobic exercise, basic information (height, weight, BMI, blood pressure, HR, Max HR, etc.), VO2max (measured and replaced by future measurements), exercise amount (Kcal), and use of basic fitness information (agility, muscle endurance, Quickness, balance, flexibility and strength)
Figure PCTKR2009004817-appb-I000002
The amount of exercise, namely exercise prescription, is determined by obtaining scoring (which serves as a correction value in the exercise ability evaluation for information obtained only with basic personal information). That is, exercise prescription in aerobic exercise is divided into exercise prescription group based on two pieces of information obtained from the first visit to the fitness center, that is, personal basic information and basic fitness information, and the classification is again divided into individual VO2max. Depending on the value, exercise prescriptions may be provided to the user in a 24-week program.
다시말해, 운동처방은 개인 기본정보와 기초 체력정보를 통해 운동처방 군을 분류하고 다시 그 분류에서 VO2max에 의해 운동 프로토콜이 제시되는 방식으로 제공된다. VO2max값을 심혈관계의 정보로 1차적인 추정이 이루어진 후 2차적으로 상관성이 높은 개인 기초정보들을 선별하여 적용함으로써 에러율을 낮추는 방법으로 VO2max를 추정하게 된다. In other words, exercise prescriptions are provided in such a way as to classify exercise prescription groups through personal basic information and basic fitness information and again in the classification an exercise protocol is presented by VO2max. After the VO2max value is first estimated as the cardiovascular information, the VO2max is estimated by lowering the error rate by selecting and applying secondly highly correlated personal basic information.
무산소운동의 운동처방의 경우, 횟수, 중량, 세트 수 조합으로 운동처방을 결정한다.In the case of exercise prescription for anaerobic exercise, the exercise prescription is determined by the combination of the number, weight, and number of sets.
즉, 무산소운동의 운동처방의 경우, 최초 방문 시 10RM 테스트를 통해 1RM을 추정하며, 1RM(repetition maximum test) 값을 추정함으로써 운동자의 근력 운동능력을 판단하고 이에 맞게 횟수, 중량, 세트 수를 제공하게 된다. 1회 최대 반복량(1RM) 추정식은 가장 오차가 적다고 알려진 Wathan의 수학식 1을 통해 1차적으로 추정한다.That is, in the case of exercise prescription of anaerobic exercise, 1RM is estimated by the 10RM test at the first visit, and 1RM (repetition maximum test) value is estimated to determine the exerciser's strength exercise ability and provide the number, weight, and number of sets accordingly. Done. The one-time maximum repetition amount (1RM) estimate is primarily estimated from Wathan's Equation 1, which is known to have the least error.
[규칙 제26조에 의한 보정 24.03.2010] 
수학식 1
Figure WO-DOC-MATHS-
[Revision 24.03.2010 under Rule 26]
Equation 1
Figure WO-DOC-MATHS-
(단, REPS는 반복수임.)(However, REPS is a repetition number.)
종료여부 판단단계로, 만약 운동처방변경여부 판단단계에서 운동처방을 변경안한다고 판정되면, 사용자에 의한 운동정지인지(S160), 운동프로토콜 종료에 의한 운동정지인지(S170)을 판단하여, 사용자에 의한 운동정지인지이거나, 운동프로토콜 종료에 의한 운동정지이면 종료하고, 사용자에 의한 운동정지가 아니거나, 운동프로토콜 종료에 의한 운동정지가 아니면, 기구제어단계로 되돌아 간다.If it is determined that the exercise prescription is not changed in the determination of whether to change the exercise prescription, whether to stop the exercise by the user (S160) or determine whether the exercise stops by the termination of the exercise protocol (S170). If the exercise is stopped or if the exercise is stopped by the end of the exercise protocol, the process is terminated. If the exercise is not stopped by the user or the exercise is not stopped by the end of the exercise protocol, the process returns to the mechanism control step.
본발명에서는 사용자가 사용자 단말기를 장착하고 운동기구에서 운동을 하는 동안 사용자 단말기를 통해 사용자의 생체정보(Bio-Data)가 실시간적으로 운동기구 단말기에 전송되어 전송된 생체정보와 기존의 운동기구 관리서버에 있는 데이터를 바탕으로 실시간적으로 바이오 피드백(Bio-Feedback)되어 운동기구를 제어한다.In the present invention, the user's bio-data is transmitted to the exercise equipment terminal in real time through the user terminal while exercising on the exercise equipment, and the user manages the existing sports equipment Based on the data in the server, bio-feedback is performed in real time to control exercise equipment.
본 발명은 이상에서 설명되고 도면에 예시된 것에 의해 한정되는 것이 아니며, 당업자라면 다음에 기재되는 청구범위 내에서 더 많은 변형 및 변용예가 가능한 것임은 물론이다.The present invention is not limited to the above described and illustrated in the drawings, and of course, more modifications and variations are possible to those skilled in the art within the scope of the following claims.
본 발명은 운동기구 관리서버, 다수 운동기구 단말기, 사용자 단말기를 구비하여 이루어지는 운동처방 시스템에 관한 것으로, 체육관, 피트니스센터 등과 같은 운동시설, 재활치료시설 등에서 이용가능하다.The present invention relates to an exercise prescription system comprising an exercise equipment management server, a plurality of exercise equipment terminals, and a user terminal, and can be used in exercise facilities such as a gym and a fitness center, rehabilitation treatment facilities, and the like.

Claims (17)

  1. 체스트(chest) 벨트와 함께 결합되어 흉부에 착용되어 사용자의 심전도, PPG, 활동도, 체온의 생체 신호를 검출하는 슬레이브 모듈를 구비하는 사용자 단말기;A user terminal coupled with a chest belt and worn on the chest to have a slave module detecting a biosignal of an electrocardiogram, PPG, activity, and body temperature of the user;
    상기 사용자 단말기로부터 수신된 생체신호와, 지난 운동처방 데이터와 개인 기본 정보 및 기초 체력정보를 이용하여 운동처방을 내리고, 운동처방에 따라 운동기구를 제어하는 운동기구 단말기;An exercise equipment terminal for lowering the exercise prescription by using the bio-signals received from the user terminal, past exercise prescription data, personal basic information, and basic fitness information, and controlling the exercise machine according to the exercise prescription;
    개인 기본 정보 및 기초 체력정보를 저장하고 있으며, 상기 운동기구 단말기로부터 해당 사용자의 운동처방 데이터를 수신하여 저장히며, 상기 운동기구 단말기의 요청에 따라 , 지난 운동처방 데이터와 개인 기본 정보 및 기초 체력정보를 운동기구 단말기로 송신하는 운동기구 관리서버;It stores personal basic information and basic fitness information, receives and stores the exercise prescription data of the user from the exercise equipment terminal, according to the request of the exercise equipment terminal, the last exercise prescription data, personal basic information and basic fitness information An exercise equipment management server for transmitting the exercise equipment to the terminal;
    를 포함하여 이루어진 것을 특징으로 하는 운동처방 시스템.Exercise prescription system, characterized in that consisting of.
  2. 사용자에게 지급되는 사용자 단말기, 운동기구에 장착되어 있는 운동기구 단말기, 상기 운동기구 단말기를 통합 관리하는 운동기구 관리서버를 포함하여 이루어진 운동처방 시스템에 있어서,In the exercise prescription system comprising a user terminal paid to the user, an exercise equipment terminal mounted on the exercise equipment, an exercise equipment management server for managing the exercise equipment terminal,
    상기 운동기구 단말기는, The exercise device terminal,
    상기 운동기구 관리서버로부터 기본개인정보, 기초체력측정정보를 수신하여 이를 바탕으로 VO2max를 추정하고, 추정된 VO2max로부터 운동기구 사용초기의 운동처방을 결정하는 운동기구 연산처리부를 구비한 것을 특징으로 하는 운동처방 시스템.Receiving basic personal information and basic physical fitness measurement information from the exercise equipment management server based on the estimated VO2max, and from the estimated VO2max exercise equipment operation processing unit for determining the exercise prescription of the initial use of the equipment Exercise prescription system.
  3. 사용자에게 지급되는 사용자 단말기, 운동기구에 장착되어 있는 운동기구 단말기, 상기 운동기구 단말기를 통합 관리하는 운동기구 관리서버를 포함하여 이루어진 운동처방 시스템에 있어서,In the exercise prescription system comprising a user terminal paid to the user, an exercise equipment terminal mounted on the exercise equipment, an exercise equipment management server for managing the exercise equipment terminal,
    상기 운동기구 단말기는 The exercise equipment terminal
    유산소 운동일 경우, 기초정보(신장, 체중, BMI, 혈압, HR, Max HR 등)와, VO2max(기구측정치, 추후측정치로 대체), 운동량(Kcal), 기초체력정보 활용(민첩성, 근지구력, 순발력, 평형성, 유연성, 근력) 을 통하여
    Figure PCTKR2009004817-appb-I000003
    점수화(기본 개인 정보만으로 얻는 정보에 대한 운동능력평가에서 보정값으로 역할)를 구하여 운동처방을 결정하며,
    In the case of aerobic exercise, basic information (height, weight, BMI, blood pressure, HR, Max HR, etc.), VO2max (measured and replaced by future measurements), exercise amount (Kcal), and use of basic fitness information (agility, muscle endurance, Quickness, balance, flexibility and strength)
    Figure PCTKR2009004817-appb-I000003
    The exercise prescription is determined by obtaining scoring (which serves as a correction value in the exercise ability evaluation for information obtained only with basic personal information).
    무산소운동의 경우, 횟수, 중량, 세트 수 조합으로 운동처방을 결정하는 운동기구 연산처리부를 구비한 것을 특징으로 하는 운동처방 시스템.In the case of anaerobic exercise, exercise prescription system characterized in that the exercise machine operation processing unit for determining the exercise prescription by the combination of the number, weight, set number.
  4. 제3항 또는 제4항 중 어느 한 항에 있어서,The method according to claim 3 or 4,
    상기 운동기구 단말기는 The exercise equipment terminal
    상기 운동처방에 따라 운동기구의 기구제어신호를 생성하여, 운동기구를 제어하는 것을 특징으로 하는 운동처방 시스템.Exercise prescription system, characterized in that for generating a mechanical control signal of the exercise machine in accordance with the exercise prescription, to control the exercise machine.
  5. 제4항에 있어서,The method of claim 4, wherein
    상기 사용자 단말기는The user terminal
    체스트(chest) 벨트와 함께 결합되어 흉부에 착용되어 사용자의 심전도, PPG, 활동도, 체온의 생체 신호를 검출하는 슬레이브 모듈를 적어도 구비하는 것을 특징으로 하는 운동처방 시스템.And a slave module coupled to the chest belt and worn on the chest to detect a biosignal of the user's electrocardiogram, PPG, activity, and body temperature.
  6. 제5항에 있어서, The method of claim 5,
    상기 사용자 단말기는The user terminal
    암(arm)밴드와 함께 상완에 착용되어, 운동기구(310)의 TV음원수신, 핸즈프리, MP3 를 포함하는 마스터 모듈을 더 구비하는 것을 특징으로 하는 운동처방 시스템.It is worn on the upper arm with the arm (arm), exercise prescription system characterized in that it further comprises a master module including a TV sound source, hands-free, MP3 of the exercise equipment (310).
  7. 제6항에 있어서, The method of claim 6,
    상기 마스터 모듈은 메모리 카드를 더 구비하는 것을 특징으로 하는 운동처방 시스템.The master module further comprises a memory card.
  8. 제7항에 있어서,The method of claim 7, wherein
    상기 메모리 카드는 마이크로 SD 카드(micro-SD card)인 것을 특징으로 하는 운동처방 시스템.The memory card is a exercise prescription system, characterized in that the micro-SD card (micro-SD card).
  9. 제1항에 있어서,The method of claim 1,
    상기 슬레이브 모듈은 RFID 테그를 구비하여, 사용자별로 사용초기에 운동기구 관리서버에 등록되어 지며, 운동기구 단말기는 상기 RFID 테그를 자동검지하는 것을 특징으로 하는 운동처방 시스템.The slave module is provided with an RFID tag, registered in the exercise equipment management server at the beginning of use for each user, the exercise equipment terminal, characterized in that the automatic automatic detection of the RFID tag.
  10. 제1항에 있어서,The method of claim 1,
    상기 슬레이브 모듈은 사용자 ID를 저장하고 있으며, 운동기구의 사용초기에 운동기구 관리서버로 전송하는 것을 특징으로 하는 운동처방 시스템.The slave module stores a user ID, and the exercise prescription system, characterized in that transmitted to the exercise equipment management server in the initial use of the exercise equipment.
  11. 제5항에 있어서,The method of claim 5,
    상기 슬레이브 모듈은,The slave module,
    심전도 전극부, PPG 센서부, 활동도 센서부, 체온 센서부를 이용하여 생체신호로서 심전도 신호, PPG 신호, 활동도신호, 체온신호를 검출하는 생체신호 검출부;A biosignal detection unit for detecting an electrocardiogram signal, a PPG signal, an activity signal, and a body temperature signal as a biosignal using an electrocardiogram electrode part, a PPG sensor part, an activity sensor part, and a body temperature sensor part;
    상기 생체신호 검출부로부터 검출된 생체신호를 증폭하고 잡음을 제거하는 신호전처리부;A signal preprocessor for amplifying a biosignal detected from the biosignal detector and removing noise;
    상기 신호전처리부의 출력신호를 디지탈신호로 변환하여 운동기구 단말기로 전송하는 슬레이브모듈 데이터 수집부;A slave module data collector converting the output signal of the signal preprocessor into a digital signal and transmitting the digital signal to an exercise equipment terminal;
    를 포함하여 이루어진 것을 특징으로 하는 운동처방 시스템.Exercise prescription system, characterized in that consisting of.
  12. 상기 슬레이브모듈 데이터 수집부는 A/D변환기, 슬레이브모듈 연산처리부, 슬레이브모듈 송수신부를 포함하고 있는 것을 특징으로 하는 운동처방 시스템.The slave module data collector comprises an A / D converter, a slave module operation processor, and a slave module transceiver.
  13. 제5항에 있어서,The method of claim 5,
    운동기구 단말기는Exercise equipment terminals
    슬레이브 모듈, 마스터 모듈로부터의 출력신호를 수신하여 운동기구 연산처리부로 전송하는 운동기구 송수신부;An exercise equipment transceiver configured to receive output signals from the slave module and the master module and transmit the received output signals to the exercise equipment operation processor;
    운동처방을 임시 저장하며, 운동기구 사용중 또는 종료후에 운동기구 관리서버로 전송하는 운동기구 메모리부;An exercise device memory unit for temporarily storing an exercise prescription and transmitting the exercise prescription to an exercise device management server after the use of the exercise device or after the exercise device is finished
    운동기구 연산처리부의 출력신호인 사용자의 현재 운동처방, 사용자의 생체신호 및 건강상태를 출력하는 운동기구 출력부;An exercise machine output unit configured to output a current exercise prescription of the user, a bio signal and a health state of the user, which are output signals of the exercise machine calculation processing unit;
    운동기구 연산처리부로부터의 운동기구 제어신호에 따라 운동기구를 제어하는 운동기구 제어부;An exercise machine control unit controlling the exercise machine in accordance with the exercise machine control signal from the exercise machine operation processing unit;
    를 포함하고 있는 것을 특징으로 하는 운동처방 시스템.Exercise prescription system comprising a.
  14. 제5항에 있어서,The method of claim 5,
    상기 운동기구 관리서버는The exercise equipment management server
    개인 기본 정보 및 기초 체력정보를 저장하고 있으며, 상기 운동기구 단말기로부터 해당 사용자의 운동처방 데이터를 수신하여 저장히며, 상기 운동기구 단말기의 요청에 따라 , 지난 운동처방 데이터와 개인 기본 정보 및 기초 체력정보를 운동기구 단말기로 송신하는 것을 특징으로 하는 운동처방 시스템.It stores personal basic information and basic fitness information, and receives and stores the exercise prescription data of the user from the exercise equipment terminal, according to the request of the exercise equipment terminal, past exercise prescription data, personal basic information and basic fitness information Exercise prescription system, characterized in that for transmitting to the exercise equipment terminal.
  15. 운동기구 관리서버에게 해당 사용자에 대한 지난 운동정보와 개인 기본 정보 및 기초 체력정보를 요청하고, 운동기구 관리서버로부터 지난 운동정보와 개인 기본 정보 및 기초 체력정보를 수신하는 기초정보 수신단계;A basic information receiving step of requesting, by the exercise equipment management server, past exercise information, basic personal information and basic fitness information for the user, and receiving past exercise information, personal basic information and basic fitness information from the exercise equipment management server;
    심박수(HR), 심박변이도(HRV)를 슬레이브 모듈로부터 수신하며, 상기 심박수(HR), 상기 심박변이도(HRV) 및 상기 기초정보 수신단계에 수신된 기본개인정보와 기초체력측정정보를 바탕으로 VO2max를 추정하고, 추정된 VO2max로부터 초기 운동처방을 결정하는 초기 운동처방단계;Receives heart rate HR and HRV from a slave module, and based on basic personal information and basic fitness measurement information received in the HR, HRV, and basic information receiving steps, VO2max An initial exercise prescription step of estimating, and determining an initial exercise prescription from the estimated VO 2 max;
    상기 초기 운동처방단계의 운동처방에 따라 운동기구의 기구제어신호를 생성하여, 운동기구를 제어하는 기구제어단계;를 포함하여 이루어진 것을 특징으로 하는 운동처방 방법.And a device control step of generating a device control signal of the exercise device according to the exercise prescription of the initial exercise prescription step and controlling the exercise device.
  16. 제15항에 있어서,The method of claim 15,
    상기 기구제어단계후, 슬레이브 모듈로부터 수신된 생체신호로부터 구하여진 심박수(HR), 심박변이도(HRV), QT간격(QTinterval(QTc)), 체온으로부터 운동처방을 변경할 것인지 여부를 결정하는 운동처방변경여부 판단단계;After the instrument control step, exercise prescription changes to determine whether to change the exercise prescription from heart rate (HR), heart rate variability (HRV), QT interval (QTc), and body temperature obtained from the biosignal received from the slave module. Determining whether or not;
    상기 운동처방변경여부 판단단계에서 운동처방을 변경한다고 판정되면, 운동처방을 재설정하고, 기구제어단계로 되돌아 가는 운동처방 재설정단계;An exercise prescription resetting step of resetting the exercise prescription and returning to the machine control step if it is determined that the exercise prescription is changed in the exercise prescription change decision step;
    만약 운동처방변경여부 판단단계에서 운동처방을 변경안한다고 판정되면, 사용자에 의한 운동정지인지, 운동프로토콜 종료에 의한 운동정지인지를 판단하여, 사용자에 의한 운동정지인지이거나, 운동프로토콜 종료에 의한 운동정지이면 종료하고, 사용자에 의한 운동정지가 아니거나, 운동프로토콜 종료에 의한 운동정지가 아니면, 기구제어단계로 되돌아 가는 종료여부 판단단계;If it is determined that the exercise prescription is not to be changed at the step of determining whether to change the exercise prescription, it is determined whether the exercise is stopped by the user or the exercise is stopped by the end of the exercise protocol. If it is terminated, if the exercise is not stopped by the user, or if the exercise is not stopped by the end of the exercise protocol, whether to end the return to the instrument control step;
    를 더 포함하여 이루어진 것을 특징으로 하는 운동처방 방법.Exercise prescription method characterized in that it further comprises.
  17. 제15항에 있어서,The method of claim 15,
    기본 개인정보는 신장, 체중, BMI, 수축기 혈압(mmHg), 확장기 혈압(mmHg), 안정시 심박수(Rest HR), 최대 심박수(Max HR)이며,Basic personal information is height, weight, BMI, systolic blood pressure (mmHg), diastolic blood pressure (mmHg), resting heart rate (Rest HR), maximum heart rate (Max HR),
    기초 체력 정보는 민첩성(Side Step), 민첩성(근육반응), 민첩성(신경반응), 근 지구력, 순발력(ms), 평형성, 유연성(Cm), 근력인 것을 특징으로 하는 운동처방 방법.Basic fitness information is a workout step, characterized in that agility (Side Step), agility (muscle reaction), agility (nerve reaction), muscle endurance, quickness (ms), balance, flexibility (Cm), muscle strength.
PCT/KR2009/004817 2009-08-28 2009-08-28 Exercise prescription system WO2011025075A1 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
PCT/KR2009/004817 WO2011025075A1 (en) 2009-08-28 2009-08-28 Exercise prescription system
PCT/KR2010/005818 WO2011025322A2 (en) 2009-08-28 2010-08-27 Exercise prescription system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/KR2009/004817 WO2011025075A1 (en) 2009-08-28 2009-08-28 Exercise prescription system

Publications (1)

Publication Number Publication Date
WO2011025075A1 true WO2011025075A1 (en) 2011-03-03

Family

ID=43628156

Family Applications (2)

Application Number Title Priority Date Filing Date
PCT/KR2009/004817 WO2011025075A1 (en) 2009-08-28 2009-08-28 Exercise prescription system
PCT/KR2010/005818 WO2011025322A2 (en) 2009-08-28 2010-08-27 Exercise prescription system

Family Applications After (1)

Application Number Title Priority Date Filing Date
PCT/KR2010/005818 WO2011025322A2 (en) 2009-08-28 2010-08-27 Exercise prescription system

Country Status (1)

Country Link
WO (2) WO2011025075A1 (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110322947A (en) * 2019-06-14 2019-10-11 电子科技大学 A kind of hypertension the elderly's exercise prescription recommended method based on deep learning
CN110947165A (en) * 2019-11-26 2020-04-03 曲阜师范大学 Fitness process data processing system based on Internet of things
CN111933249A (en) * 2020-07-29 2020-11-13 西安理工大学 Motion prescription generation method based on improved collaborative filtering ItemCF algorithm
CN111986774A (en) * 2020-07-08 2020-11-24 西安理工大学 Exercise prescription generation and monitoring guidance system based on data analysis
CN114373549A (en) * 2022-03-22 2022-04-19 北京大学 Self-adaptive exercise prescription health intervention method and system for old people
WO2023041885A1 (en) * 2021-09-20 2023-03-23 Institut Polytechnique De Grenoble Method, device, computer program product and storage medium containing said program, for monitoring a metabolic state

Families Citing this family (32)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180254104A1 (en) * 2015-08-26 2018-09-06 Suk Jea Hong Method for providing exercise checkup service, terminal device and server device for the same
CN107390616B (en) * 2017-09-13 2023-12-15 北京巨驰医药技术有限公司 Medical body-building combined system for people and control method
US12083380B2 (en) 2019-03-11 2024-09-10 Rom Technologies, Inc. Bendable sensor device for monitoring joint extension and flexion
US12102878B2 (en) 2019-05-10 2024-10-01 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to determine a user's progress during interval training
US11957956B2 (en) 2019-05-10 2024-04-16 Rehab2Fit Technologies, Inc. System, method and apparatus for rehabilitation and exercise
US11433276B2 (en) 2019-05-10 2022-09-06 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to independently adjust resistance of pedals based on leg strength
US11957960B2 (en) 2019-05-10 2024-04-16 Rehab2Fit Technologies Inc. Method and system for using artificial intelligence to adjust pedal resistance
US11904207B2 (en) 2019-05-10 2024-02-20 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to present a user interface representing a user's progress in various domains
US11896540B2 (en) 2019-06-24 2024-02-13 Rehab2Fit Technologies, Inc. Method and system for implementing an exercise protocol for osteogenesis and/or muscular hypertrophy
US11071597B2 (en) 2019-10-03 2021-07-27 Rom Technologies, Inc. Telemedicine for orthopedic treatment
US11075000B2 (en) 2019-10-03 2021-07-27 Rom Technologies, Inc. Method and system for using virtual avatars associated with medical professionals during exercise sessions
US11915815B2 (en) 2019-10-03 2024-02-27 Rom Technologies, Inc. System and method for using artificial intelligence and machine learning and generic risk factors to improve cardiovascular health such that the need for additional cardiac interventions is mitigated
US11955223B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using artificial intelligence and machine learning to provide an enhanced user interface presenting data pertaining to cardiac health, bariatric health, pulmonary health, and/or cardio-oncologic health for the purpose of performing preventative actions
US11923065B2 (en) 2019-10-03 2024-03-05 Rom Technologies, Inc. Systems and methods for using artificial intelligence and machine learning to detect abnormal heart rhythms of a user performing a treatment plan with an electromechanical machine
US11955222B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for determining, based on advanced metrics of actual performance of an electromechanical machine, medical procedure eligibility in order to ascertain survivability rates and measures of quality-of-life criteria
US11915816B2 (en) 2019-10-03 2024-02-27 Rom Technologies, Inc. Systems and methods of using artificial intelligence and machine learning in a telemedical environment to predict user disease states
US11887717B2 (en) 2019-10-03 2024-01-30 Rom Technologies, Inc. System and method for using AI, machine learning and telemedicine to perform pulmonary rehabilitation via an electromechanical machine
US11101028B2 (en) 2019-10-03 2021-08-24 Rom Technologies, Inc. Method and system using artificial intelligence to monitor user characteristics during a telemedicine session
US11978559B2 (en) 2019-10-03 2024-05-07 Rom Technologies, Inc. Systems and methods for remotely-enabled identification of a user infection
US12020800B2 (en) 2019-10-03 2024-06-25 Rom Technologies, Inc. System and method for using AI/ML and telemedicine to integrate rehabilitation for a plurality of comorbid conditions
US11961603B2 (en) 2019-10-03 2024-04-16 Rom Technologies, Inc. System and method for using AI ML and telemedicine to perform bariatric rehabilitation via an electromechanical machine
US11317975B2 (en) 2019-10-03 2022-05-03 Rom Technologies, Inc. Method and system for treating patients via telemedicine using sensor data from rehabilitation or exercise equipment
US11955221B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using AI/ML to generate treatment plans to stimulate preferred angiogenesis
US12062425B2 (en) 2019-10-03 2024-08-13 Rom Technologies, Inc. System and method for implementing a cardiac rehabilitation protocol by using artificial intelligence and standardized measurements
US11069436B2 (en) 2019-10-03 2021-07-20 Rom Technologies, Inc. System and method for use of telemedicine-enabled rehabilitative hardware and for encouraging rehabilitative compliance through patient-based virtual shared sessions with patient-enabled mutual encouragement across simulated social networks
US11955220B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using AI/ML and telemedicine for invasive surgical treatment to determine a cardiac treatment plan that uses an electromechanical machine
US12020799B2 (en) 2019-10-03 2024-06-25 Rom Technologies, Inc. Rowing machines, systems including rowing machines, and methods for using rowing machines to perform treatment plans for rehabilitation
US11107591B1 (en) 2020-04-23 2021-08-31 Rom Technologies, Inc. Method and system for describing and recommending optimal treatment plans in adaptive telemedical or other contexts
US12100499B2 (en) 2020-08-06 2024-09-24 Rom Technologies, Inc. Method and system for using artificial intelligence and machine learning to create optimal treatment plans based on monetary value amount generated and/or patient outcome
CN113113109B (en) * 2021-03-18 2024-03-12 北京雪扬科技有限公司 Aerobic exercise management method and system based on wearable equipment sign data analysis
CN113077867A (en) * 2021-04-08 2021-07-06 杭州银洲工具有限公司 Exercise bicycle intelligent control method and system, intelligent terminal and storage medium
CN115167186A (en) * 2022-08-09 2022-10-11 东莞市柏群电子科技有限公司 Height recognition control system

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20030004512A (en) * 2001-07-05 2003-01-15 주식회사 유비케어 A quantity-of-exercise managing system and method using network
KR20040048475A (en) * 2002-12-03 2004-06-10 삼성전자주식회사 Health care system and method thereof
KR20050113848A (en) * 2004-05-31 2005-12-05 삼성물산 주식회사 Health care integrated management system and method for operating the same

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20030004512A (en) * 2001-07-05 2003-01-15 주식회사 유비케어 A quantity-of-exercise managing system and method using network
KR20040048475A (en) * 2002-12-03 2004-06-10 삼성전자주식회사 Health care system and method thereof
KR20050113848A (en) * 2004-05-31 2005-12-05 삼성물산 주식회사 Health care integrated management system and method for operating the same

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110322947A (en) * 2019-06-14 2019-10-11 电子科技大学 A kind of hypertension the elderly's exercise prescription recommended method based on deep learning
CN110947165A (en) * 2019-11-26 2020-04-03 曲阜师范大学 Fitness process data processing system based on Internet of things
CN111986774A (en) * 2020-07-08 2020-11-24 西安理工大学 Exercise prescription generation and monitoring guidance system based on data analysis
CN111986774B (en) * 2020-07-08 2023-09-12 西安理工大学 Sport prescription generation and monitoring guidance system based on data analysis
CN111933249A (en) * 2020-07-29 2020-11-13 西安理工大学 Motion prescription generation method based on improved collaborative filtering ItemCF algorithm
CN111933249B (en) * 2020-07-29 2024-03-19 西安理工大学 Sports prescription generation method based on improved collaborative filtering ItemCF algorithm
WO2023041885A1 (en) * 2021-09-20 2023-03-23 Institut Polytechnique De Grenoble Method, device, computer program product and storage medium containing said program, for monitoring a metabolic state
FR3127323A1 (en) * 2021-09-20 2023-03-24 Institut Polytechnique De Grenoble METHOD, DEVICE, COMPUTER PRODUCT PROGRAM AND RECORDING MEDIA COMPRISING SUCH PROGRAM FOR MONITORING A METABOLIC STATUS
CN114373549A (en) * 2022-03-22 2022-04-19 北京大学 Self-adaptive exercise prescription health intervention method and system for old people
CN114373549B (en) * 2022-03-22 2022-06-10 北京大学 Self-adaptive exercise prescription health intervention method and system for old people

Also Published As

Publication number Publication date
WO2011025322A9 (en) 2011-07-21
WO2011025322A3 (en) 2011-09-15
WO2011025322A2 (en) 2011-03-03

Similar Documents

Publication Publication Date Title
WO2011025075A1 (en) Exercise prescription system
KR101777312B1 (en) Prescribing system for exercise
KR101301305B1 (en) Method of exercise prescription
Gregoski et al. Development and validation of a smartphone heart rate acquisition application for health promotion and wellness telehealth applications
Ertin et al. AutoSense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field
US6936007B2 (en) Method and apparatus for health and disease management combining patient data monitoring with wireless internet connectivity
WO2018012770A1 (en) Exercise management method and system using electromyography sensor
EP3295867B1 (en) A phone for use in health monitoring
EP2880569B1 (en) Transfer of measurement data related to physical exercise
US20180301054A1 (en) Systems and methods for facilitating mind-body-emotion state self-adjustment and functional skills development by way of biofeedback and environmental monitoring
Rahman et al. Network approach for physiological parameters measurement
WO2011031061A2 (en) Apparatus for measuring biological information
WO2024025378A1 (en) Method and system for measuring realtime muscle activity and muscle fatigue based on electromyogram
KR101203902B1 (en) Bio-signal measurement unit of exercise prescription system
JP2003319921A (en) Method, apparatus and system for evaluating condition of mind and body in state of group, and computer- readable recording medium having program recorded thereon
WO2024025379A1 (en) Electromyogram-based muscle fatigue monitoring method and system
US20170215388A1 (en) System and method for monitoring and analyzing animal physiological and performance signals
GB2605351A (en) System and method for monitoring muscle performance and providing real-time dynamic advice
KR20220126448A (en) AI based exercise prescription method
KR200371531Y1 (en) Medical Multi-module interface and storage system by using the USB
TWI787820B (en) System and method for providing real-time biological feedback training through remote transmission
WO2020184927A1 (en) Biometric information sensing device
WO2023128621A1 (en) Device and method for ai exercise guide
WO2011052892A2 (en) Portable apparatus for measuring amount of exercise, and exercise management system
WO2013157669A1 (en) Health measurement and management system

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 09848779

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 09848779

Country of ref document: EP

Kind code of ref document: A1