CN108434707B - A kind of self-help body-building apparatus material uses system and method - Google Patents
A kind of self-help body-building apparatus material uses system and method Download PDFInfo
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- CN108434707B CN108434707B CN201810115280.9A CN201810115280A CN108434707B CN 108434707 B CN108434707 B CN 108434707B CN 201810115280 A CN201810115280 A CN 201810115280A CN 108434707 B CN108434707 B CN 108434707B
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
- A63B71/06—Indicating or scoring devices for games or players, or for other sports activities
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
- A63B71/06—Indicating or scoring devices for games or players, or for other sports activities
- A63B71/0619—Displays, user interfaces and indicating devices, specially adapted for sport equipment, e.g. display mounted on treadmills
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
- A63B71/06—Indicating or scoring devices for games or players, or for other sports activities
- A63B71/0619—Displays, user interfaces and indicating devices, specially adapted for sport equipment, e.g. display mounted on treadmills
- A63B2071/0647—Visualisation of executed movements
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/17—Counting, e.g. counting periodical movements, revolutions or cycles, or including further data processing to determine distances or speed
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/20—Distances or displacements
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/30—Speed
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/40—Acceleration
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/80—Special sensors, transducers or devices therefor
- A63B2220/803—Motion sensors
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/80—Special sensors, transducers or devices therefor
- A63B2220/805—Optical or opto-electronic sensors
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/80—Special sensors, transducers or devices therefor
- A63B2220/806—Video cameras
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/80—Special sensors, transducers or devices therefor
- A63B2220/83—Special sensors, transducers or devices therefor characterised by the position of the sensor
- A63B2220/836—Sensors arranged on the body of the user
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2220/00—Measuring of physical parameters relating to sporting activity
- A63B2220/80—Special sensors, transducers or devices therefor
- A63B2220/89—Field sensors, e.g. radar systems
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2230/00—Measuring physiological parameters of the user
- A63B2230/04—Measuring physiological parameters of the user heartbeat characteristics, e.g. ECG, blood pressure modulations
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2230/00—Measuring physiological parameters of the user
- A63B2230/20—Measuring physiological parameters of the user blood composition characteristics
- A63B2230/207—P-O2, i.e. partial O2 value
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2230/00—Measuring physiological parameters of the user
- A63B2230/50—Measuring physiological parameters of the user temperature
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B2230/00—Measuring physiological parameters of the user
- A63B2230/62—Measuring physiological parameters of the user posture
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Abstract
The present invention relates to a kind of self-help body-building apparatus materials to use system and method, applied to body-building field, body-building field division has Intelligent bracelet memory block, rest area in preparation, multiple fitness equipments to put area, multiple body-building areas, system includes multiple Intelligent bracelets, multiple fitness equipments and control centre, each body-building differentiation, which is casually arranged with, is equipped with multiple first weight sensors, and each body-building area is provided with touch screen and body-building area controller；Intelligent bracelet memory block is provided with the second weight sensor, camera, Intelligent bracelet cabinet and storage area controller, multiple storage boxes are provided in Intelligent bracelet cabinet, it is provided with electronic lock on the chamber door of each storage box, is placed with Intelligent bracelet in each storage box.Self-help body-building apparatus material of the invention can obtain the service condition of fitness equipment using system and method in real time, and staff is facilitated to manage, and can recommend suitable route according to the positioning to user for user, save time of the user in large-scale gymnasium.
Description
Technical field
The present invention relates to technical field of data processing, in particular to a kind of self-help body-building apparatus material to use system and method.
Background technique
It is strong that the gymnasium (such as gymnasium, body-building operating room) that present more and more people can arrive profession carries out movement
Body.Currently, the health and fitness facilities of the gymnasium configuration of profession are mostly intelligent instrument, intelligent instrument is able to detect the movement feelings of user
Condition simultaneously generates exercise data.
But the mode of labor management is mostly used for gymnasium at present, there is no the management systems of profession, can give and use
It makes troubles at family.The management of fitness equipment also mostly uses the mode of labor management, can not effectively manage in real time, the work of gymnasium
The service condition of current fitness equipment can not be known in real time by making personnel also.
In addition, the area of gymnasium is also corresponding increasing with the gradually growth of body-building demand, for a user,
If the layout to gymnasium itself is not very familiar with, it may be difficult to find the position of oneself needs, waste the preciousness of user
Time.
Summary of the invention
The present invention provides a kind of self-help body-building apparatus materials to use system and method, in the prior art its object is to overcome
Defect can obtain the service condition of fitness equipment in real time, staff is facilitated to manage, and can determine according to user
Suitable route is recommended for user in position, saves time of the user in large-scale gymnasium.
To achieve the goals above, the present invention has following constitute:
The self-help body-building apparatus material uses system, is applied to body-building field, and the body-building field division has Intelligent bracelet storage
Area, rest area in preparation, multiple fitness equipments put area, multiple body-building areas, and the system comprises multiple Intelligent bracelets, multiple body-building
Equipment and control centre, each body-building differentiation, which is casually arranged with, is equipped with multiple first weight sensors, and each body-building area is set
It is equipped with touch screen and body-building area controller；The Intelligent bracelet memory block is provided with the second weight sensor, camera, intelligent hand
Ring cabinet and storage area controller, are provided with multiple storage boxes, the chamber door of each storage box in the Intelligent bracelet cabinet
On be provided with electronic lock, Intelligent bracelet is placed in each storage box, the storage box controller is stored with storage box, electronics
The mapping relations of lock, Intelligent bracelet and the identity ID of user；UWB positioning chip, body number are provided in the Intelligent bracelet
According to the communication chip of measurement chip, the fitness equipment puts area and is placed with multiple fitness equipments, the lower section of each fitness equipment
It is provided with moving trolley and equipment communication module；Wherein:
When second weight sensor detects that weight is greater than preset threshold, judging, which has user to enter Intelligent bracelet, is deposited
Storage area；
The camera is opened, and the face-image for being located at the user of Intelligent bracelet memory block is obtained；
The storage area controller identifies the identity of user, obtains the identity of user according to the face-image of the user
ID, and corresponding electronic lock is opened according to the identity ID of user, and lock the electronic lock again after the default waiting time；
The control centre obtains the detection data of first weight sensor in each body-building area, judges in each body-building area
Whether existing subscriber is just in body-building；
The location data of the UWB positioning chip of Intelligent bracelet of the control centre's real-time detection in body-building field, sentences
The current position of disconnected user；
The control centre calculates the current position of user to distance and track route in idle body-building area, will calculate
Obtained distance and track route is sent to the Intelligent bracelet of user's wearing, and the Intelligent bracelet receives distance and track route
Rear line is shown；
When first weight sensor in the body-building area has detected that user enters, weight detecting information is sent to described
Body-building area controller；
The touch screen is lighted in the body-building area controller control, and the touch screen shows current available fitness equipment
List；
The touch screen receives selection of the user for fitness equipment, and selection is sent to the control centre；
The control centre calculates the motion track in the body-building area where the fitness equipment to user of user's selection, and will move
Dynamic instruction and motion track are sent to the equipment communication module of the fitness equipment of user's selection；
The moving trolley of the fitness equipment of user's selection is moved to the body-building area where user according to the motion track, and
It will be moved into a signal and be sent to the control centre；
The control centre counts the service condition and volume residual of current various fitness equipments, and statistical data is sent
To each touch screen, the touch screen is arranged according to the current available fitness equipment that the statistical data updates display
Table.
Optionally, the rest area in preparation is provided with display screen, and showing that each body-building area is current in the display screen makes
Use state；
The control centre judges that each body-building area is according to the detection data of first weight sensor in each body-building area
It is no occupied, and the number of the number in idle body-building area and occupied body-building area is sent to the display screen；
Current available fitness equipment list is also shown in the display screen；
The control centre counts the service condition and volume residual of current various fitness equipments every preset time, and will
Statistical data is sent to each display screen, and the display screen updates the current available of display according to the statistical data
Fitness equipment list.
Optionally, the body data measurement chip includes user's temperature check module, user's heart rate detection module and use
Family oxygen saturation measurement module；
The control centre obtains user's temperature check module, user's heart rate detection module and user's blood oxygen saturation
The measurement data of measurement module；
The control centre judges user's temperature check module, user's heart rate detection module and user's blood oxygen saturation
Whether the measurement data of measurement module exceeds preset range；
If it is, the control centre calculates the motion track of current position to the rest area in preparation of user, will calculate
Obtained motion track and rest prompt information is sent to the Intelligent bracelet of user's wearing.
Optionally, four sides in each body-building area are respectively arranged with a data acquisition components, each data acquisition components
It is respectively arranged with a camera, the camera is communicated with the control centre respectively；
The control centre includes:
Communication module, for being communicated with each Intelligent bracelet and each equipment communication module；
Neural metwork training module, for corresponding according to face-image each in the face-image and training set in training set
Expression classification training neural network, the input of the neural metwork training module is user's face image, is exported as expression class
Not；
Expression classification judgment module, the user's face image for acquiring camera input the neural network, obtain
The expression classification of user；
Degree of fatigue grade mapping block, for pre-establishing degree of fatigue grade and body temperature, heart rate range, blood oxygen
The mapping relations of saturation degree range and expression classification judge the fatigue of user according to the current body temperature of user and expression classification
Intensity grade；Degree of fatigue is divided into low tired, middle tired, high fatigue in the degree of fatigue grade mapping block and superelevation is tired
Labor；
User Status management module, for calculating user when the degree of fatigue grade of user is high fatigue or superelevation fatigue
The motion track being calculated and rest prompt information are sent to user by the motion track of current position to rest area in preparation
The Intelligent bracelet of wearing.
Optionally, it is additionally provided with RFID label tag in each Intelligent bracelet, is respectively arranged with RFID in the storage box
Reader and third weight sensor；
When the third weight sensor of the storage box has detected that Intelligent bracelet is put into, the RFID of the storage box is read
Device detects the information of the RFID label tag；
The information that the RFID reader of the storage box will test is sent to the storage box controller；
The Memory Controller judge information that the RFID reader of the storage box detects and the storage box prestored,
Whether the mapping relations of electronic lock and Intelligent bracelet are consistent；
If it is inconsistent, the Memory Controller prompt user places mistake.
Optionally, the equipment puts area and is additionally provided with charging pile, be provided with above the moving trolley battery and
Battery power detection circuit, the battery power detection circuit detect that the electricity of the battery is lower than and preset minimum charge value
When, charge request signal is sent to the control centre；
The method also includes following steps:
When the control centre receives charge request signal, the fitness equipment of the current this type current free time is judged
Quantity, if idle count is less than preset quantity threshold value, the control centre will allow charging instruction and charge to 50% electricity
Amount instruction is sent to the moving trolley, and the moving trolley, which receives, is moved to charging pile after charging instruction, and in charging to
Stop charging when 50%, is back to initial position；
If idle count is more than or equal to preset quantity threshold value, the control centre, which directly transmits, allows charging signals extremely
The command receiver of the mobile device, the mobile device are moved at the charging pile according to preset charged track, are carried out
Electricity is charged to be full of.
The embodiment of the present invention also provides a kind of self-help body-building apparatus material application method, is used using the self-help body-building apparatus material
System, described method includes following steps:
When second weight sensor detects that weight is greater than preset threshold, judging, which has user to enter Intelligent bracelet, is deposited
Storage area；
The camera is opened, and the face-image for being located at the user of Intelligent bracelet memory block is obtained；
The storage area controller identifies the identity of user, obtains the identity of user according to the face-image of the user
ID, and corresponding electronic lock is opened according to the identity ID of user, and lock the electronic lock again after the default waiting time；
The control centre obtains the detection data of first weight sensor in each body-building area, judges in each body-building area
Whether existing subscriber is just in body-building；
The location data of the UWB positioning chip of Intelligent bracelet of the control centre's real-time detection in body-building field, sentences
The current position of disconnected user；
The control centre calculates the current position of user to distance and track route in idle body-building area, will calculate
Obtained distance and track route is sent to the Intelligent bracelet of user's wearing, and the Intelligent bracelet receives distance and track route
Rear line is shown；
When first weight sensor in the body-building area has detected that user enters, weight detecting information is sent to described
Body-building area controller；
The touch screen is lighted in the body-building area controller control, and the touch screen shows current available fitness equipment
List；
The touch screen receives selection of the user for fitness equipment, and selection is sent to the control centre；
The control centre calculates the motion track in the body-building area where the fitness equipment to user of user's selection, and will move
Dynamic instruction and motion track are sent to the equipment communication module of the fitness equipment of user's selection；
The moving trolley of the fitness equipment of user's selection is moved to the body-building area where user according to the motion track, and
It will be moved into a signal and be sent to the control centre；
The control centre counts the service condition and volume residual of current various fitness equipments, and statistical data is sent
To each touch screen, the touch screen is arranged according to the current available fitness equipment that the statistical data updates display
Table.
Optionally, the rest area in preparation is provided with display screen, and showing that each body-building area is current in the display screen makes
Use state；The method also includes following steps:
The control centre judges that each body-building area is according to the detection data of first weight sensor in each body-building area
It is no occupied, and the number of the number in idle body-building area and occupied body-building area is sent to the display screen；
Current available fitness equipment list is also shown in the display screen；
The control centre counts the service condition and volume residual of current various fitness equipments every preset time, and will
Statistical data is sent to each display screen, and the display screen updates the current available of display according to the statistical data
Fitness equipment list.
Optionally, it is additionally provided with RFID label tag in each Intelligent bracelet, is respectively arranged with RFID in the storage box
Reader and third weight sensor；The method also includes following steps:
When the third weight sensor of the storage box has detected that Intelligent bracelet is put into, the RFID of the storage box is read
Device detects the information of the RFID label tag；
The information that the RFID reader of the storage box will test is sent to the storage box controller；
The Memory Controller judge information that the RFID reader of the storage box detects and the storage box prestored,
Whether the mapping relations of electronic lock and Intelligent bracelet are consistent；
If it is inconsistent, the Memory Controller prompt user places mistake.
System and method is used using the self-help body-building apparatus material in the invention, to fitness equipment Classification Management, and can
To obtain the service condition of fitness equipment in real time, staff is facilitated to manage, user is also facilitated voluntarily to select the fitness equipment needed
Material；And user can be positioned by Intelligent bracelet, be user according to the demand of location data and user to user
Recommend suitable route, saves time of the user in large-scale gymnasium；Intelligent bracelet and user identity binding, only specifically
User could open the storage box that corresponding Intelligent bracelet is placed, the personal secrets of effective protection user；Intelligent bracelet is supervised in real time
Exercise data of the user in body-building is surveyed, the motion state of user is analyzed；The present invention is suitable for large-scale promotion application,
It is particularly suitable for large-scale gymnasium.
Detailed description of the invention
Fig. 1 is the structural schematic diagram for the body-building field that self-help body-building apparatus material of the invention is applied using system；
Fig. 2 is the structural block diagram that control centre of the invention communicates with other assemblies；
Fig. 3 is the composed structure block diagram of control centre of the invention；
Fig. 4 is the flow chart of self-help body-building apparatus material application method of the invention.
Specific embodiment
It is further to carry out combined with specific embodiments below in order to more clearly describe technology contents of the invention
Description.
Self-help body-building apparatus material as depicted in figs. 1 and 2 uses system, is applied to body-building field, and the body-building field divides
There are Intelligent bracelet memory block 1, rest area in preparation 2, multiple fitness equipments to put area 3, multiple body-building areas 4, the system comprises more
A Intelligent bracelet, multiple fitness equipments and control centre, each 4 scattering device of body-building area have multiple first weight sensors
41, and each body-building area 4 is provided with touch screen and body-building area controller；The Intelligent bracelet memory block 1 is provided with second
Weight sensor 11, camera, Intelligent bracelet cabinet 12 and storage area controller, are arranged in the Intelligent bracelet cabinet 12
There are multiple storage boxes, electronic lock is provided on the chamber door of each storage box, Intelligent bracelet is placed in each storage box, it is described to deposit
Storage tank controller is stored with the mapping relations of storage box, electronic lock, Intelligent bracelet and the identity of user ID；The Intelligent bracelet
In be provided with UWB positioning chip, body data measurement chip communication chip, the fitness equipment put area 3 be placed with it is multiple
Fitness equipment is provided with moving trolley and equipment communication module below each fitness equipment；Wherein:
When second weight sensor detects that weight is greater than preset threshold, judging, which has user to enter Intelligent bracelet, is deposited
Storage area；
The camera is opened, and the face-image for being located at the user of Intelligent bracelet memory block is obtained；
The storage area controller identifies the identity of user, obtains the identity of user according to the face-image of the user
ID, and corresponding electronic lock is opened according to the identity ID of user, and lock the electronic lock again after the default waiting time；
The control centre obtains the detection data of first weight sensor in each body-building area, judges in each body-building area
Whether existing subscriber is just in body-building；
The location data of the UWB positioning chip of Intelligent bracelet of the control centre's real-time detection in body-building field, sentences
The current position of disconnected user；UWB positioning chip is based on UVB (UltraWideband) technology and carries out accurately indoor positioning.
The control centre calculates the current position of user to distance and track route in idle body-building area, will calculate
Obtained distance and track route is sent to the Intelligent bracelet of user's wearing, and the Intelligent bracelet receives distance and track route
Rear line is shown；
When first weight sensor in the body-building area has detected that user enters, weight detecting information is sent to described
Body-building area controller；
The touch screen is lighted in the body-building area controller control, and the touch screen shows current available fitness equipment
List；
The touch screen receives selection of the user for fitness equipment, and selection is sent to the control centre；
The control centre calculates the motion track in the body-building area where the fitness equipment to user of user's selection, and will move
Dynamic instruction and motion track are sent to the equipment communication module of the fitness equipment of user's selection；
The moving trolley of the fitness equipment of user's selection is moved to the body-building area where user according to the motion track, and
It will be moved into a signal and be sent to the control centre；
The control centre counts the service condition and volume residual of current various fitness equipments, and statistical data is sent
To each touch screen, the touch screen is arranged according to the current available fitness equipment that the statistical data updates display
Table.
Optionally, the rest area in preparation is provided with display screen, and showing that each body-building area is current in the display screen makes
Use state；
The control centre judges that each body-building area is according to the detection data of first weight sensor in each body-building area
It is no occupied, and the number of the number in idle body-building area and occupied body-building area is sent to the display screen；
Current available fitness equipment list is also shown in the display screen；
The control centre counts the service condition and volume residual of current various fitness equipments every preset time, and will
Statistical data is sent to each display screen, and the display screen updates the current available of display according to the statistical data
Fitness equipment list.
Optionally, the body data measurement chip includes user's temperature check module, user's heart rate detection module and use
Family oxygen saturation measurement module can effectively detect every body parameter of user；
The control centre obtains user's temperature check module, user's heart rate detection module and user's blood oxygen saturation
The measurement data of measurement module；
The control centre judges user's temperature check module, user's heart rate detection module and user's blood oxygen saturation
Whether the measurement data of measurement module exceeds preset range；
If it is, the control centre calculates the motion track of current position to the rest area in preparation of user, will calculate
Obtained motion track and rest prompt information is sent to the Intelligent bracelet of user's wearing.
Optionally, four sides in each body-building area are respectively arranged with a data acquisition components, each data acquisition components
It is respectively arranged with a camera, the camera is communicated with the control centre respectively；
As shown in figure 3, the control centre includes:
Communication module, for being communicated with each Intelligent bracelet and each equipment communication module；
Neural metwork training module, for corresponding according to face-image each in the face-image and training set in training set
Expression classification training neural network, the input of the neural metwork training module is user's face image, is exported as expression class
Not；
Expression classification judgment module, the user's face image for acquiring camera input the neural network, obtain
The expression classification of user, for example, can in advance by the corresponding expression classification of face-image in training set be divided into it is comfortable, difficult and
Pain；
Degree of fatigue grade mapping block, for pre-establishing degree of fatigue grade and body temperature, heart rate range, blood oxygen
The mapping relations of saturation degree range and expression classification judge the fatigue of user according to the current body temperature of user and expression classification
Intensity grade；Degree of fatigue is divided into low tired, middle tired, high fatigue in the degree of fatigue grade mapping block and superelevation is tired
Labor, mapping relations for example: expression classification be it is comfortable, body temperature is 36.8 ° hereinafter, when heart rate range is 70 or less, illustrate to use
The degree of fatigue grade at family is low fatigue, expression classification be it is difficult, body temperature is 36.8 °~37.5 °, heart rate range is 70~
90 constantly, and the degree of fatigue grade of user is middle fatigue, when expression classification is difficulty, body temperature is 37.5 ° or more, Yi Jibiao
When feelings classification is pain, the degree of fatigue grade of user is high fatigue；It, can be with when the degree of fatigue grade of user is low fatigue
By the current fitness project resetting of user, so that user is tempered current project again, increase exercise time；
User Status management module, for calculating user when the degree of fatigue grade of user is high fatigue or superelevation fatigue
The motion track being calculated and rest prompt information are sent to user by the motion track of current position to rest area in preparation
The Intelligent bracelet of wearing.
Neural network can be deep neural network herein, but not limited to this.When using deep neural network, depth mind
M branch can be had by including N layers, every layer through network of network.According to input, output and the needs for realizing speed, effect, every layer also may be used
Comprising different branches, different branches can also merge in same layer or cross-layer.Layer type include convolutional layer, regularization layer, active coating,
Pond layer, full articulamentum, loss function layer etc..Its input is fixed-size user's face image, and output is user's expression class
Not.In actual use, different as needed, the universal networks such as Alexnet, VGG16, Resnet also can be used.
In machine learning, convolutional neural networks (Convolutional Neural Network, CNN) are a kind of depth
Feed forward-fuzzy control has been applied successfully to image recognition.Generally, the basic structure of CNN includes two layers, and one is spy
Extract layer is levied, the input of each neuron is connected with the local acceptance region of preceding layer, and extracts the feature of the part.Once the office
After portion's feature is extracted, its positional relationship between other feature is also decided therewith；The second is Feature Mapping layer, network
Each computation layer is made of multiple Feature Mappings, and each Feature Mapping is a plane, the weight phase of all neurons in plane
Deng.Activation primitive of the Feature Mapping structure using the small sigmoid function of influence function core as convolutional network, so that feature is reflected
It penetrates with shift invariant.Further, since the neuron on a mapping face shares weight, thus reduce network freedom parameter
Number.Each of convolutional neural networks convolutional layer all followed by one is used to ask the calculating of local average and second extraction
Layer, this distinctive structure of feature extraction twice reduce feature resolution.
CNN is mainly used to the X-Y scheme of identification displacement, scaling and other forms distortion invariance.Due to the feature of CNN
Detection layers are learnt by training data, so the feature extraction of display is avoided when using CNN, and implicitly from instruction
Practice and is learnt in data；Furthermore since the neuron weight on same Feature Mapping face is identical, so network can be learned parallel
It practises, this is also convolutional network is connected with each other a big advantage of network relative to neuron.Convolutional neural networks are with its local weight
Shared special construction has unique superiority in terms of speech recognition and image procossing, is laid out closer to actual life
Object neural network, the shared complexity for reducing network of weight, the especially image of multidimensional input vector can directly input net
This feature of network avoids the complexity of data reconstruction in feature extraction and assorting process.
Optionally, it is additionally provided with RFID label tag in each Intelligent bracelet, is respectively arranged with RFID in the storage box
Reader and third weight sensor；
When the third weight sensor of the storage box has detected that Intelligent bracelet is put into, the RFID of the storage box is read
Device detects the information of the RFID label tag；
The information that the RFID reader of the storage box will test is sent to the storage box controller；
The Memory Controller judge information that the RFID reader of the storage box detects and the storage box prestored,
Whether the mapping relations of electronic lock and Intelligent bracelet are consistent；
If it is inconsistent, the Memory Controller prompt user places mistake.
Optionally, the equipment puts area and is additionally provided with charging pile, be provided with above the moving trolley battery and
Battery power detection circuit, the battery power detection circuit detect that the electricity of the battery is lower than and preset minimum charge value
When, charge request signal is sent to the control centre；
The method also includes following steps:
When the control centre receives charge request signal, the fitness equipment of the current this type current free time is judged
Quantity, if idle count is less than preset quantity threshold value, the control centre will allow charging instruction and charge to 50% electricity
Amount instruction is sent to the moving trolley, and the moving trolley, which receives, is moved to charging pile after charging instruction, and in charging to
Stop charging when 50%, is back to initial position；
If idle count is more than or equal to preset quantity threshold value, the control centre, which directly transmits, allows charging signals extremely
The command receiver of the mobile device, the mobile device are moved at the charging pile according to preset charged track, are carried out
Electricity is charged to be full of.
The embodiment of the present invention also provides a kind of self-help body-building apparatus material application method, is used using the self-help body-building apparatus material
System, described method includes following steps:
When second weight sensor detects that weight is greater than preset threshold, judging, which has user to enter Intelligent bracelet, is deposited
Storage area；
The camera is opened, and the face-image for being located at the user of Intelligent bracelet memory block is obtained；
The storage area controller identifies the identity of user, obtains the identity of user according to the face-image of the user
ID, and corresponding electronic lock is opened according to the identity ID of user, and lock the electronic lock again after the default waiting time；
The control centre obtains the detection data of first weight sensor in each body-building area, judges in each body-building area
Whether existing subscriber is just in body-building；
The location data of the UWB positioning chip of Intelligent bracelet of the control centre's real-time detection in body-building field, sentences
The current position of disconnected user；
The control centre calculates the current position of user to distance and track route in idle body-building area, will calculate
Obtained distance and track route is sent to the Intelligent bracelet of user's wearing, and the Intelligent bracelet receives distance and track route
Rear line is shown；
When first weight sensor in the body-building area has detected that user enters, weight detecting information is sent to described
Body-building area controller；
The touch screen is lighted in the body-building area controller control, and the touch screen shows current available fitness equipment
List；
The touch screen receives selection of the user for fitness equipment, and selection is sent to the control centre；
The control centre calculates the motion track in the body-building area where the fitness equipment to user of user's selection, and will move
Dynamic instruction and motion track are sent to the equipment communication module of the fitness equipment of user's selection；
The moving trolley of the fitness equipment of user's selection is moved to the body-building area where user according to the motion track, and
It will be moved into a signal and be sent to the control centre；
The control centre counts the service condition and volume residual of current various fitness equipments, and statistical data is sent
To each touch screen, the touch screen is arranged according to the current available fitness equipment that the statistical data updates display
Table.
Optionally, the rest area in preparation is provided with display screen, and showing that each body-building area is current in the display screen makes
Use state；The method also includes following steps:
The control centre judges that each body-building area is according to the detection data of first weight sensor in each body-building area
It is no occupied, and the number of the number in idle body-building area and occupied body-building area is sent to the display screen；
Current available fitness equipment list is also shown in the display screen；Administrative staff and other users can be real
When check the service conditions of various fitness equipments, facilitate the management of fitness equipment；
The control centre counts the service condition and volume residual of current various fitness equipments every preset time, and will
Statistical data is sent to each display screen, and the display screen updates the current available of display according to the statistical data
Fitness equipment list.
Optionally, be additionally provided in each Intelligent bracelet RFID (Radio Frequency Identification,
Radio frequency identification) label, RFID reader and third weight sensor are respectively arranged in the storage box；The method is also
Include the following steps:
When the third weight sensor of the storage box has detected that Intelligent bracelet is put into, the RFID of the storage box is read
Device detects the information of the RFID label tag；
The information that the RFID reader of the storage box will test is sent to the storage box controller；
The Memory Controller judge information that the RFID reader of the storage box detects and the storage box prestored,
Whether the mapping relations of electronic lock and Intelligent bracelet are consistent；
If it is inconsistent, the Memory Controller prompt user places mistake.Storage box is included as a result, places error correction
Function guarantees that each Intelligent bracelet is placed in pre-set position.
Compared with prior art, system and method is used using the self-help body-building apparatus material in the invention, to fitness equipment
Classification Management, and the service condition of fitness equipment can be obtained in real time, facilitate staff to manage, also user is facilitated voluntarily to select
Select the fitness equipment of needs；And user can be positioned by Intelligent bracelet, according to the location data and use to user
The demand at family recommends suitable route for user, saves time of the user in large-scale gymnasium；Intelligent bracelet and user identity
Binding, only specific user could open the storage box that corresponding Intelligent bracelet is placed, the personal secrets of effective protection user；
Exercise data of the Intelligent bracelet real-time monitoring user in body-building, analyzes the motion state of user；The present invention is suitable for
Large-scale promotion application is particularly suitable for large-scale gymnasium.
In this description, the present invention is described with reference to its specific embodiment.But it is clear that can still make
Various modifications and alterations are without departing from the spirit and scope of the invention.Therefore, the description and the appended drawings should be considered as illustrative
And not restrictive.
Claims (9)
1. a kind of self-help body-building apparatus material uses system, which is characterized in that be applied to body-building field, the body-building field division has intelligence
Energy bracelet memory block, rest area in preparation, multiple fitness equipments put area, multiple body-building areas, and the system comprises multiple intelligent hands
Ring, multiple fitness equipments and control centre, each body-building differentiation, which is casually arranged with, is equipped with multiple first weight sensors, and each institute
It states body-building area and is provided with touch screen and body-building area controller；The Intelligent bracelet memory block is provided with the second weight sensor, takes the photograph
As head, Intelligent bracelet cabinet and storage area controller, multiple storage boxes, Ge Gecun are provided in the Intelligent bracelet cabinet
It is provided with electronic lock on the chamber door of storage tank, Intelligent bracelet is placed in each storage box, the storage box controller is stored with
The mapping relations of storage tank, electronic lock, Intelligent bracelet and the identity of user ID；UWB locating core is provided in the Intelligent bracelet
The communication chip of piece, body data measurement chip, the fitness equipment put area and are placed with multiple fitness equipments, each fitness equipment
Moving trolley and equipment communication module are provided with below material；Wherein:
When second weight sensor detects that weight is greater than preset threshold, judgement has user to enter Intelligent bracelet storage
Area；
The camera is opened, and the face-image for being located at the user of Intelligent bracelet memory block is obtained；
The storage area controller identifies the identity of user, obtains the identity ID of user according to the face-image of the user, and
Corresponding electronic lock is opened according to the identity ID of user, and locks the electronic lock again after the default waiting time；
The control centre obtains the detection data of first weight sensor in each body-building area, judge in each body-building area whether
Existing subscriber is just in body-building；
The location data of the UWB positioning chip of Intelligent bracelet of the control centre's real-time detection in body-building field, judges to use
The current position in family；
The control centre calculates the current position of user to distance and track route in idle body-building area, will be calculated
Distance and track route be sent to user wearing Intelligent bracelet, the Intelligent bracelet receives distance and track route is backward
User shows；
When first weight sensor in the body-building area has detected that user enters, weight detecting information is sent to the body-building
Area controller；
The touch screen is lighted in the body-building area controller control, and the touch screen shows current available fitness equipment column
Table；
The touch screen receives selection of the user for fitness equipment, and selection is sent to the control centre；
The control centre calculates the motion track in the body-building area where the fitness equipment to user of user's selection, and movement is referred to
Enable the equipment communication module that the fitness equipment of user's selection is sent to motion track；
The moving trolley of the fitness equipment of user's selection is moved to the body-building area where user according to the motion track, and will move
Dynamic signal in place is sent to the control centre；
The control centre counts the service condition and volume residual of current various fitness equipments, and statistical data is sent to respectively
A touch screen, the touch screen update the current available fitness equipment list of display according to the statistical data.
2. self-help body-building apparatus material according to claim 1 uses system, which is characterized in that the rest area in preparation is provided with
Display screen shows the current use state in each body-building area in the display screen；
The control centre according to the detection data of first weight sensor in each body-building area, judge each body-building area whether by
It occupies, and the number of the number in idle body-building area and occupied body-building area is sent to the display screen；
Current available fitness equipment list is also shown in the display screen；
The control centre counts the service condition and volume residual of current various fitness equipments every preset time, and will statistics
Data are sent to each display screen, and the display screen updates the current available body-building of display according to the statistical data
Equipment list.
3. self-help body-building apparatus material according to claim 1 uses system, which is characterized in that the body data measures chip
Including user's temperature check module, user's heart rate detection module and user's oxygen saturation measurement module；
The control centre obtains user's temperature check module, user's heart rate detection module and user's oxygen saturation measurement
The measurement data of module；
The control centre judges user's temperature check module, user's heart rate detection module and user's oxygen saturation measurement
Whether the measurement data of module exceeds preset range；
If it is, the control centre calculates the motion track of current position to the rest area in preparation of user, will be calculated
Motion track and rest prompt information be sent to user wearing Intelligent bracelet.
4. self-help body-building apparatus material according to claim 3 uses system, which is characterized in that four sides in each body-building area
Be respectively arranged with a data acquisition components, each data acquisition components are respectively arranged with a camera, the camera respectively with
The control centre is communicated；
The control centre includes:
Communication module, for being communicated with each Intelligent bracelet and each equipment communication module；
Neural metwork training module, for according to the corresponding table of face-image each in the face-image and training set in training set
Feelings classification trains neural network, and the input of the neural metwork training module is user's face image, exports as expression classification；
Expression classification judgment module, the user's face image for acquiring camera input the neural network, obtain user
Expression classification；
Degree of fatigue grade mapping block is saturated for pre-establishing degree of fatigue grade and body temperature, heart rate range, blood oxygen
The mapping relations of degree range and expression classification judge the degree of fatigue of user according to the current body temperature of user and expression classification
Grade；Degree of fatigue is divided into low fatigue, middle fatigue, high fatigue and superelevation fatigue in the degree of fatigue grade mapping block；
User Status management module, for it is current to calculate user when the degree of fatigue grade of user is high fatigue or superelevation fatigue
Position to rest area in preparation motion track, by the motion track being calculated and rest prompt information be sent to user wear
Intelligent bracelet.
5. self-help body-building apparatus material according to claim 1 uses system, which is characterized in that in each Intelligent bracelet also
It is provided with RFID label tag, RFID reader and third weight sensor are respectively arranged in the storage box；
When the third weight sensor of the storage box has detected that Intelligent bracelet is put into, the RFID reader of the storage box is examined
Survey the information of the RFID label tag；
The information that the RFID reader of the storage box will test is sent to the storage box controller；
The Memory Controller judges the information that the RFID reader of the storage box detects and the storage box prestored, electronics
Whether the mapping relations of lock and Intelligent bracelet are consistent；
If it is inconsistent, the Memory Controller prompt user places mistake.
6. self-help body-building apparatus material according to claim 1 uses system, which is characterized in that the equipment is put area and also set up
There is charging pile, battery and battery power detection circuit, the battery capacity detection electricity are provided with above the moving trolley
Road detects the electricity of the battery lower than when presetting minimum charge value, sending charge request signal to the control centre；
When the control centre receives charge request signal, the current idle number of the fitness equipment of current this type is judged
Amount, if idle count is less than preset quantity threshold value, the control centre will allow charging instruction and charge to 50% electricity
Instruction is sent to the moving trolley, and the moving trolley, which receives, is moved to charging pile after charging instruction, and in charging to
Stop charging when 50%, is back to initial position；
If idle count is more than or equal to preset quantity threshold value, the control centre, which directly transmits, allows charging signals to described
The command receiver of mobile device, the mobile device are moved at the charging pile according to preset charged track, charge
It is full of to electricity.
7. a kind of self-help body-building apparatus material application method, which is characterized in that using described in any one of claims 1 to 6 self-service
Fitness equipment uses system, and described method includes following steps:
When second weight sensor detects that weight is greater than preset threshold, judgement has user to enter Intelligent bracelet storage
Area；
The camera is opened, and the face-image for being located at the user of Intelligent bracelet memory block is obtained；
The storage area controller identifies the identity of user, obtains the identity ID of user according to the face-image of the user, and
Corresponding electronic lock is opened according to the identity ID of user, and locks the electronic lock again after the default waiting time；
The control centre obtains the detection data of first weight sensor in each body-building area, judge in each body-building area whether
Existing subscriber is just in body-building；
The location data of the UWB positioning chip of Intelligent bracelet of the control centre's real-time detection in body-building field, judges to use
The current position in family；
The control centre calculates the current position of user to distance and track route in idle body-building area, will be calculated
Distance and track route be sent to user wearing Intelligent bracelet, the Intelligent bracelet receives distance and track route is backward
User shows；
When first weight sensor in the body-building area has detected that user enters, weight detecting information is sent to the body-building
Area controller；
The touch screen is lighted in the body-building area controller control, and the touch screen shows current available fitness equipment column
Table；
The touch screen receives selection of the user for fitness equipment, and selection is sent to the control centre；
The control centre calculates the motion track in the body-building area where the fitness equipment to user of user's selection, and movement is referred to
Enable the equipment communication module that the fitness equipment of user's selection is sent to motion track；
The moving trolley of the fitness equipment of user's selection is moved to the body-building area where user according to the motion track, and will move
Dynamic signal in place is sent to the control centre；
The control centre counts the service condition and volume residual of current various fitness equipments, and statistical data is sent to respectively
A touch screen, the touch screen update the current available fitness equipment list of display according to the statistical data.
8. self-help body-building apparatus material application method according to claim 7, which is characterized in that the rest area in preparation is provided with
Display screen shows the current use state in each body-building area in the display screen；The method also includes following steps:
The control centre according to the detection data of first weight sensor in each body-building area, judge each body-building area whether by
It occupies, and the number of the number in idle body-building area and occupied body-building area is sent to the display screen；
Current available fitness equipment list is also shown in the display screen；
The control centre counts the service condition and volume residual of current various fitness equipments every preset time, and will statistics
Data are sent to each display screen, and the display screen updates the current available body-building of display according to the statistical data
Equipment list.
9. self-help body-building apparatus material application method according to claim 7, which is characterized in that in each Intelligent bracelet also
It is provided with RFID label tag, RFID reader and third weight sensor are respectively arranged in the storage box；The method is also wrapped
Include following steps:
When the third weight sensor of the storage box has detected that Intelligent bracelet is put into, the RFID reader of the storage box is examined
Survey the information of the RFID label tag；
The information that the RFID reader of the storage box will test is sent to the storage box controller；
The Memory Controller judges the information that the RFID reader of the storage box detects and the storage box prestored, electronics
Whether the mapping relations of lock and Intelligent bracelet are consistent；
If it is inconsistent, the Memory Controller prompt user places mistake.
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| CN113694460A (en) * | 2020-05-09 | 2021-11-26 | 泊康科技股份有限公司 | AI heart rate motion system |
| CN112233770B (en) * | 2020-10-15 | 2023-07-07 | 郑州师范学院 | Gymnasium intelligent management decision-making system based on visual perception |
| CN112807655B (en) * | 2020-12-25 | 2021-12-24 | 山东第一医科大学(山东省医学科学院) | Automatic tester for sports middle and long distance running |
| CN113628720A (en) * | 2021-07-01 | 2021-11-09 | 暨南大学 | Exercise health informatization system based on corpus calculation and implementation method |
| CN114870351B (en) * | 2022-06-18 | 2023-01-17 | 中山市漫鑫信息科技有限公司 | Wisdom endowment nursing service management platform based on artificial intelligence and digitization |
| CN115546970A (en) * | 2022-08-12 | 2022-12-30 | 杭州知阳体育科技有限公司 | Bracelet access method and bracelet access device |
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