CN104524747B - Intelligent swimming system based on Internet of Things and artificial intelligence - Google Patents
Intelligent swimming system based on Internet of Things and artificial intelligence Download PDFInfo
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- CN104524747B CN104524747B CN201410796950.XA CN201410796950A CN104524747B CN 104524747 B CN104524747 B CN 104524747B CN 201410796950 A CN201410796950 A CN 201410796950A CN 104524747 B CN104524747 B CN 104524747B
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Abstract
The present invention relates to a kind of Intelligent swimming system based on Internet of Things and artificial intelligence, Intelligent swimming system based on Internet of Things and artificial intelligence drowned accident should can be prevented to occur by Intelligent swimming bracelet and intelligent monitoring life saving system, and be easy to location and sue and labour, being in communication with each other of Intelligent swimming bracelet, intelligent monitoring life saving system, cloud platform and the mobile client worn by swimmer such that it is able to realize formulating the exercise plan of correspondence for different swimmers.
Description
Technical field
The present invention relates to a kind of Intelligent swimming system based on Internet of Things and artificial intelligence.
Background technology
Nowadays the life of people increasingly facilitates with comfortable, and meanwhile, sub-health status also becomes the most general
Time, and swimming also becomes increasing modern and breaks away from the fashion selection of subhealth state.Swimming can be with reinforcement
Matter improves resistance, drops summer-heat summer, resists cold winter, can also strengthen the heart, pulmonary function simultaneously, mould body,
Tempering the harmony of trick, strength and pliability makes the bodily form vigorous and graceful, and moreover, vertebra is also had by swimming
Benefit, particularly suffer from the people of spondylopathy, when doing other motions, due to the weight of human body self, vertebra
Being required for bearing certain pressure, swimming is then because buoyancy of water support, and when adding motion, human body is just like sleeping
Appearance, allows vertebra move under without stress condition, is conducive to setting back, so many doctors can advise vertebra
Patient suitably participates in swimming, recovering aid.Though swimming has so many benefit, but people are in swimming
Before be also intended to do what one is capable of, can not grasp too much, must according to the health status of self carry out appropriateness exercise,
Otherwise not only will can damage the healthy of oneself, serious perhaps entail dangers to life, floods and fires have no mercy after all,
The people of annual drowning is also not within minority, although people pay close attention to this respect, but as still being apparent not enough.
Such as people the most surprisingly drown, and are in " stupor " state, tend not to send to people in the very first time
Distress signal.If it addition, swimmer needs to formulate the exercise plan of specialty at present, then it is generally required to seek advice from
The coach of specialty.
Summary of the invention
For solving above-mentioned technical problem, it is an object of the invention to provide one and drowned accident can be prevented to occur, just
In location with sue and labour, and can for different swimmers formulate correspondence exercise plan based on Internet of Things and people
The Intelligent swimming system of work intelligence.
A kind of based on Internet of Things and artificial intelligence Intelligent swimming system of the present invention, wears including swimmer
Intelligent swimming bracelet, intelligent monitoring life saving system, cloud platform and mobile client, wherein,
It is provided with detection in described Intelligent swimming bracelet and records the environment sensing mould of environmental data near swimmer
Block, measure swimmer acceleration to determine the motion perception module of its motor pattern in space, detection
The health monitoring module of swimmer's body index data and described environment sensing module and motion perception module are believed
Number wireless transmitter module connected and intelligent reminding module, described intelligent reminding module and described motion perception mould
Block signal connects and monitors body index data, after body index data are beyond predetermined value, sends prompting letter
Breath, described intelligent reminding module is also connected with motion perception module by signal, proceeds to certain journey in exercise plan
When spending, intelligent reminding module can remind the current progress of swimmer by vibrations；
Described intelligent monitoring life saving system includes the wireless sensing monitoring lifesaving platform and being deployed in around swimmer
Device network, described monitoring lifesaving platform carries out interconnection by wireless sensor network and wireless transmitter module and receives
Environmental data and body index data also judge whether swimmer drowns, and position and show the coordinate of swimmer；
Described cloud platform includes that planner is tempered by swimmer data center, intelligence, drowned pattern intelligent inference draws
Hold up and swim social network server, described swimmer data center respectively with Intelligent swimming bracelet, intelligence prison
Control life saving system signal connects, and each described Intelligent swimming bracelet is correspondingly arranged on an identity number,
Swimmer passes through to input user's basic condition on Intelligent swimming bracelet, and by Intelligent swimming bracelet by correspondence
Identity code and user's basic condition send and store to swimmer data center, and described intelligence tempers rule
Draw device to be connected with Intelligent swimming bracelet signal, receive and analyze what swimmer was inputted in Intelligent swimming bracelet
Temper scheduled target, health, swimming environment state and body index data and temper planning to draw, and
Described exercise planning pushes to intelligent reminding module, and described drowned pattern intelligent inference engine is respectively with described
Monitoring lifesaving platform and Intelligent swimming bracelet signal connect, to receive environmental data, body index data and to lead to
Cross internal drowned disaggregated model to judge whether to drown, as drowned then sending to monitoring lifesaving platform is drowned in advance
Alert signal, after being observed by described monitoring lifesaving platform to judge that swimmer is the most drowned, then feeds back to drown
Pattern intelligent inference engine is with the drowned disaggregated model of fine setting, described swimming social network server and swimmer's number
Temper planner signal according to center and intelligence to connect；
Described mobile client is connected with swimming social network server, consults the relevant information of swimmer.
Further, described Intelligent swimming bracelet also includes the module of actively seeking help sending help signal, described
Help signal is launched to monitoring lifesaving platform by module of actively seeking help by wireless transmitter module.
Further, described Intelligent swimming bracelet is additionally provided with major light, this major light and mould of actively seeking help
Block connects, and after module of actively seeking help triggers, controls major light and starts.
Further, described wireless sensor network realizes monitoring lifesaving platform with wireless by Zigbee protocol
Transmitter module interconnects.
Further, described wireless sensor network has the wireless biography of at least three being deployed in around swimmer
Sensor node.
Further, described mobile client is to be provided with the cell phone of mobile phone A PP.
Further, described mobile client includes intelligent analysis module, and described intelligent analysis module receives also
Analyze and temper scheduled target, health, swimming environment state and body index data to improve exercise planning.
Further, described mobile client also includes for the user discover that exercise good friend, the offer that interest is identical
Interaction and the swimming life-buoy social activity helper module shared, described swimming life-buoy social activity helper module has and outside social activity software
The interface of communication.
Further, described Intelligent swimming bracelet include being oppositely arranged and can be snap-fitted hand strap.
By such scheme, the present invention at least have the advantage that the present invention based on Internet of Things and artificial intelligence
The Intelligent swimming system of energy can prevent drowned accident to send out by Intelligent swimming bracelet and intelligent monitoring life saving system
Raw, and be easy to location and sue and labour, the Intelligent swimming bracelet worn by swimmer, intelligent monitoring life saving system,
Being in communication with each other of cloud platform and mobile client such that it is able to realize formulating the forging of correspondence for different swimmers
Refining plan.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technology of the present invention
Means, and can being practiced according to the content of description, below with presently preferred embodiments of the present invention and coordinate attached
After figure describes in detail such as.
Accompanying drawing explanation
Fig. 1 is the deployment schematic diagram of present invention Intelligent swimming based on Internet of Things and artificial intelligence system；
Fig. 2 is the module diagram of Intelligent swimming system based on Internet of Things and artificial intelligence in Fig. 1.
Detailed description of the invention
Below in conjunction with the accompanying drawings and embodiment, the detailed description of the invention of the present invention is described in further detail.With
Lower embodiment is used for illustrating the present invention, but is not limited to the scope of the present invention.
Internet of Things, as the term suggests connecting the network of article exactly.By various information sensing equipment such as sensors,
The various device such as REID, global positioning system and technology, any needs of Real-time Collection monitors, even
Connect, interactive object or process, gather that its sound, electricity, light, heat, mechanics, biology, position etc. are various to be had
By information, it is therefore an objective to realize the connection of thing and thing, person to person, all of article and network, conveniently identify,
Management and control.
Refer to Fig. 1 and Fig. 2, the intelligence trip based on Internet of Things and artificial intelligence shown in one embodiment of the invention
Swimming system includes Intelligent swimming bracelet 1, intelligent monitoring life saving system 2, cloud platform 3 and the shifting that swimmer wears
Dynamic client 4.Described Intelligent swimming bracelet 1 includes dial plate and the hand strap being arranged on described dial plate, described table
Being provided with button of seeking help on dish, described hand strap is oppositely arranged and can be snap-fitted.
Environment sensing module 11, motion perception that mutual signal connects it is provided with in described Intelligent swimming bracelet 1
Module 12, health monitoring module 13, wireless transmitter module 14, intelligent reminding module 15 and mould of actively seeking help
Block 16.This environment sensing module 11 includes pressure transducer 111 and temperature sensor 112, health monitoring mould
Block 13 includes that the sign of the detection health indexs such as pulse transducer, body temperature trans and pressure transducer passes
Sensor.When swimming under water, the pressure transducer 111 in Intelligent swimming bracelet 1 utilizes the environment that it is internal
Sensing module 11 measures hydraulic pressure near swimmer, and with its degree of depth of perception, temperature sensor simultaneously 112 measures trip
The real time temperature of swimming pool 5, thus obtain environmental data.Measure swimmer's by motion perception module 12
Acceleration is to determine its motor pattern in space, the intelligent reminding when exercise plan proceeds to a certain degree
Module 15 can remind the current progress of swimmer by vibrations.Health monitoring module 13 is used for perception and swims
Person's blood pressure before and after motion, the body index such as heart beating, weigh the change of swimmer's body index, with detection
Obtain swimmer's body index data.Intelligent reminding module 15 is connected with health monitoring module 13 signal and supervises
Survey body index data, after body index data are beyond predetermined value, send prompting message.Actively seek help mould
Block 16 by pressing seek help button trigger, described module 16 of actively seeking help can send help signal, and it passes through
Help signal is launched to intelligent monitoring life saving system 2 by wireless transmitter module 14, this bracelet is additionally provided with strong
Light modulation, this major light is connected with module 16 of actively seeking help.Described wireless transmitter module 14 has two kinds of work
Pattern: low-power mode and high power mode, this wireless transmitter module 14 is defaulted as low-power mode, substantially
Radiationless, high power mode is actively sought help for swimmer.When swimmer oneself recognizes emergency situations,
Can press the button on bracelet in time, at this moment the emission mode of wireless transmitter module 14 is adjusted to high-power has
Effect guarantees that help signal is transmitted into monitoring lifesaving platform, after module 16 of actively seeking help triggers, controls major light
Start, make major light constantly flash, thus also allow for causing rapidly the attention of lifeguard.
Described intelligent monitoring life saving system 2 includes monitoring lifesaving platform 21 and being deployed in around swimmer (i.e. lake
Or around swimming pool 5) wireless sensor network 22.Described monitoring lifesaving platform 21 passes through wireless sensing
Device network 22 interconnects with wireless transmitter module 14, and bracelet 1 is collecting above-mentioned environmental data and health
After achievement data, sent to monitoring lifesaving platform by wireless transmitter module 14 and wireless sensor network 22
21, then judged whether swimmer drowns by monitoring lifesaving platform 21, this monitoring lifesaving platform 21 can be determined
Position also shows the coordinate of swimmer, particularly as follows: monitoring lifesaving platform 21 monitors each bracelet 1 the most in real time
Signal, including drowned early warning signal and more urgent active help signal, wherein, this drowned early warning signal
By being emitted to monitor lifesaving platform 21 by cloud platform 3.Lifeguard is after receiving drowned early warning signal, fast
Observe fastly and judge whether really to occur drowning incident, the most then carry out suing and labouring and in intelligent monitoring lifesaving system
This drowning incident is confirmed on system 2；Turn off this early warning the most at once and confirm that this early warning is wrong report, with
Time feed back to cloud platform 3 again, this feedback information is wirelessly transmitted to cloud platform 3 by network or GPRS.Described
Wireless sensor network 22 has at least three wireless senser node 221 being deployed in around swimmer, institute
State wireless sensor network 22 by wireless routing communications protocol (such as Zigbee protocol) to lake or swimming pool
Wireless senser node 221 launch environment data around 5 and body index data, so that monitoring lifesaving is put down
Platform 21 interconnects with wireless transmitter module 14.Described module 16 of actively seeking help is by wireless transmitter module 14
Help signal is launched to monitoring lifesaving platform 21.
The essential information of the user that described cloud platform 3 is sent by database purchase intelligent monitoring life saving system 2
With swimming record data.This cloud platform 3 includes that swimmer data center 31, intelligence temper planner 32, drown
Aqueous mode intelligent inference engine 33 and swimming social network server 34, described swimmer data center 31 points
It is not connected with Intelligent swimming bracelet 1, intelligent monitoring life saving system 2 signal.Each described Intelligent swimming bracelet 1
Being correspondingly arranged on an identity number, swimmer is basic by inputting user on Intelligent swimming bracelet 1
Situation, and by Intelligent swimming bracelet 1, corresponding identity code and user's basic condition are sent to swimmer
Data center 31 stores, and described intelligence is tempered planner 32 and is connected with Intelligent swimming bracelet 1 signal,
Receive and analyze swimmer inputted in Intelligent swimming bracelet 1 exercise scheduled target, health, trip
Swimming ambient condition and body index data are to draw exercise planning, and described exercise planning is pushed to intelligence carry
Awake module 15.This exercise planning can be carried out dynamically according to user's health each time and swimming environment situation
Adjust, to guarantee on the premise of safety, it is achieved best train on.Described drowned pattern intelligent inference
Engine 33 is connected with described monitoring lifesaving platform 21 and Intelligent swimming bracelet 1 signal respectively, to receive environment
Data, body index data also judge whether to drown by internal drowned disaggregated model, as drowned then to
Monitoring lifesaving platform 21 sends drowned early warning signal, observes to judge trip by described monitoring lifesaving platform 21
After swimmer is the most drowned, then feed back to drowned pattern intelligent inference engine 33 with the drowned disaggregated model of fine setting.Should
The effect of drowned pattern intelligent inference engine 33 is that the analysis to a large amount of drowned data collected is drowned to train
Modes of warning categorizing system, this substantial amounts of drowned data basis is training examples, and drowned pattern intelligent inference draws
The grader holding up 33 can train drowned disaggregated model by the analysis in front and negative case.Described trip
Swimming social network server 34 is tempered planner 32 signal with swimmer data center 31 and intelligence and is connected.
Described mobile client 4 is the cell phone being provided with mobile phone A PP.Mobile client 4 and swimming society
Hand over the webserver 34 to connect, consult the relevant information of swimmer, so that user side just recognizes oneself
Basic health and exercise plan and progress dynamic data.Described mobile client 4 includes intellectual analysis
Module 41, described intelligent analysis module 41 receives and analyzes exercise scheduled target, health, swimming environment
State and body index data temper planning to improve.Described mobile client 4 also includes for the user discover that emerging
What interest was identical tempers good friend, provides interaction and the swimming life-buoy social activity helper module 42 shared, thus realizes and friend
Carry out a motion PK or share and just move into, encouraging and oneself reach target.Described swimming life-buoy social activity helper module
42 have the interface communicated with outside social activity software (wechat, QQ etc.), to realize cross-platform point of information
Enjoy, strengthen interest and the suitability of system, improve the power of influence of native system further.
In sum, above-mentioned Intelligent swimming system based on Internet of Things and artificial intelligence utilizes swimming bracelet monitoring
Health when swimmer moves under water, the private forging formulated for everyone in combination with cloud platform 3
Refining planning contrast, carries out intelligent prompting.By drowned disaggregated model, actively help signal and intelligent monitoring
The fast positioning function of life saving system 2, to be accurately positioned drowning person position, accelerates rescue time；Further through taking
Build cloud platform 3, can be that user specifies a suitable exercise plan in conjunction with the information that swimmer fills in, pass through
The user data that swimmer data center gathers clusters, and adds that high-precision clustering algorithm is each class user
Stamp personality label, push the relevant information that they are interested accordingly, as tempered skill, friend-making information etc.,
Build the exercise atmosphere encouraged mutually, strengthen the interaction of system and user, improve user's viscosity.
The above is only the preferred embodiment of the present invention, is not limited to the present invention, it is noted that
For those skilled in the art, on the premise of without departing from the technology of the present invention principle, also
Can make some improvement and modification, these improve and modification also should be regarded as protection scope of the present invention.
Claims (9)
1. an Intelligent swimming system based on Internet of Things and artificial intelligence, it is characterised in that: include swimmer
Intelligent swimming bracelet, intelligent monitoring life saving system, cloud platform and the mobile client worn, wherein,
It is provided with detection in described Intelligent swimming bracelet and records the environment sensing mould of environmental data near swimmer
Block, measure swimmer acceleration to determine the motion perception module of its motor pattern in space, detection
The health monitoring module of swimmer's body index data and described environment sensing module and motion perception module are believed
Number wireless transmitter module connected and intelligent reminding module, described intelligent reminding module and described motion perception mould
Block signal connects and monitors body index data, after body index data are beyond predetermined value, sends prompting letter
Breath, described intelligent reminding module is also connected with motion perception module by signal, proceeds to certain journey in exercise plan
When spending, intelligent reminding module can remind the current progress of swimmer by vibrations；
Described intelligent monitoring life saving system includes the wireless sensing monitoring lifesaving platform and being deployed in around swimmer
Device network, described monitoring lifesaving platform carries out interconnection by wireless sensor network and wireless transmitter module and receives
Environmental data and body index data also judge whether swimmer drowns, and position and show the coordinate of swimmer；
Described cloud platform includes that planner is tempered by swimmer data center, intelligence, drowned pattern intelligent inference draws
Hold up and swim social network server, described swimmer data center respectively with Intelligent swimming bracelet, intelligence prison
Control life saving system signal connects, and each described Intelligent swimming bracelet is correspondingly arranged on an identity number,
Swimmer passes through to input user's basic condition on Intelligent swimming bracelet, and by Intelligent swimming bracelet by correspondence
Identity code and user's basic condition send and store to swimmer data center, and described intelligence tempers rule
Draw device to be connected with Intelligent swimming bracelet signal, receive and analyze what swimmer was inputted in Intelligent swimming bracelet
Temper scheduled target, health, swimming environment state and body index data and temper planning to draw, and
Described exercise planning pushes to intelligent reminding module, and described drowned pattern intelligent inference engine is respectively with described
Monitoring lifesaving platform and Intelligent swimming bracelet signal connect, to receive environmental data, body index data and to lead to
Cross internal drowned disaggregated model to judge whether to drown, as drowned then sending to monitoring lifesaving platform is drowned in advance
Alert signal, after being observed by described monitoring lifesaving platform to judge that swimmer is the most drowned, then feeds back to drown
Pattern intelligent inference engine is with the drowned disaggregated model of fine setting, described swimming social network server and swimmer's number
Temper planner signal according to center and intelligence to connect；
Described mobile client is connected with swimming social network server, consults the relevant information of swimmer.
Intelligent swimming system based on Internet of Things and artificial intelligence the most according to claim 1, its feature
Being: described Intelligent swimming bracelet also includes sending the module of actively seeking help of help signal, described active is sought help
Help signal is launched to monitoring lifesaving platform by module by wireless transmitter module.
Intelligent swimming system based on Internet of Things and artificial intelligence the most according to claim 2, its feature
It is: being additionally provided with major light on described Intelligent swimming bracelet, this major light is connected with module of actively seeking help,
After module of actively seeking help triggers, control major light and start.
Intelligent swimming system based on Internet of Things and artificial intelligence the most according to claim 1, its feature
It is: described wireless sensor network realizes monitoring lifesaving platform and wireless transmitter module by Zigbee protocol
Interconnect.
Intelligent swimming system based on Internet of Things and artificial intelligence the most according to claim 1, its feature
It is: described wireless sensor network has at least three wireless senser node being deployed in around swimmer.
Intelligent swimming system based on Internet of Things and artificial intelligence the most according to claim 1, its feature
It is: described mobile client is to be provided with the cell phone of mobile phone A PP.
Intelligent swimming system based on Internet of Things and artificial intelligence the most according to claim 1, its feature
It is: described mobile client includes that intelligent analysis module, described intelligent analysis module receive and analyze exercise
Scheduled target, health, swimming environment state and body index data temper planning to improve.
Intelligent swimming system based on Internet of Things and artificial intelligence the most according to claim 7, its feature
Be: described mobile client also include for the user discover that exercise good friend that interest is identical, provide interactive and point
The swimming life-buoy social activity helper module enjoyed, described swimming life-buoy social activity helper module has and the connecing of outside social activity software communication
Mouthful.
Intelligent swimming system based on Internet of Things and artificial intelligence the most according to claim 1, its feature
Be: described Intelligent swimming bracelet include being oppositely arranged and can be snap-fitted hand strap.
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| CN201410796950.XA CN104524747B (en) | 2014-12-19 | 2014-12-19 | Intelligent swimming system based on Internet of Things and artificial intelligence |
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| CN201410796950.XA CN104524747B (en) | 2014-12-19 | 2014-12-19 | Intelligent swimming system based on Internet of Things and artificial intelligence |
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| CN104524747A (en) | 2015-04-22 |
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