CN108332770A - A kind of methods, devices and systems of anti-meter step cheating - Google Patents
A kind of methods, devices and systems of anti-meter step cheating Download PDFInfo
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- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
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- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
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- A61B5/681—Wristwatch-type devices
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Abstract
The invention discloses a kind of methods, devices and systems of anti-meter step cheating, this method includes：Obtain the step number total amount of the accumulative acquisition of step-counting sensor in intelligent wearable device；The step number total amount once obtained is counted every presetting time interval, the difference between the adjacent step number total amount counted twice is calculated, obtains each step number increment preset in time interval；Judge whether meter step is doubtful cheating according to each step number increment preset in time interval, and when judging meter step for doubtful cheating, the heart rate data for obtaining the heart rate sensor acquisition in intelligent wearable device further determines that whether meter step is really to practise fraud according to heart rate data.This method has filled up the blank in terms of preventing user from counting step cheating at present；Provide true movement ranking list；It prevents from causing deviation occur to the assessment of health state of user because counting step data mistake；It prevents in meter step match, obtains improper income because meter walks cheating, lose the meaning of match.
Description
Technical field
The present invention relates to smart machine field, more particularly to a kind of methods, devices and systems of anti-meter step cheating.
Background technology
Common bracelet meter step cheat method is that bracelet equipment is put on physics rocker to carry out shaking for fixed frequency
It shakes, to realize increasing for step number.As shown in Figure 1, this is a kind of existing perpetua mobilia realized by battery.Bracelet is tied up
It in this equipment, will be swung left and right according to certain frequency, simulate the state that people walks, and then generate false step number.Meter step
Data are played tricks, and problems with is caused：User data falseness hurricane is high, first place is captured in user's ranking list, but incur remaining
User is discontented；It is false to count step data, the assessment of user's daily exercise state is interfered, user health analysis is caused not
Accurately judge；When being related to meter step match, there is match cheating, obtains undesirable advantage in play to benefit
Situation.And currently without any strategy for preventing user from carrying out meter step cheating.
Invention content
The methods, devices and systems of a kind of anti-meter step cheating provided by the invention, to solve or partly solve above-mentioned ask
Topic.
According to an aspect of the invention, there is provided a kind of method of anti-meter step cheating, this method include：
Obtain the step number total amount of the accumulative acquisition of step-counting sensor in intelligent wearable device；
The step number total amount once obtained is counted every presetting time interval, it is total to calculate the adjacent step number counted twice
Difference between amount obtains each step number increment preset in time interval；
Judge whether meter step is doubtful cheating according to each step number increment preset in time interval, and is judging
When meter step is doubtful cheating, the heart rate data of the heart rate sensor acquisition in the intelligent wearable device is obtained, according to the heart
Rate data further determine that whether meter step is really to practise fraud.
Optionally, whether it is doubtful work that the basis each presets the step number increment in time interval to judge that meter walks
Disadvantage includes：
Multiple continuous periods were divided by one day, multiple in each period are preset in time interval
Step number increment, calculate the difference between the front and back two neighboring step number increment preset in time interval successively, obtain more
A incremental difference removes a maximum value and a minimum value, counts the absolute value of remaining multiple incremental differences no more than pre-
The number for first setting step number threshold value judges the meter obtained step total amount when the number counted is more than predetermined amount threshold value
For doubtful cheating.
Optionally, described to further determine that whether meter step is that true cheating includes according to the heart rate data：
Judge whether the heart rate data is zero, when the heart rate data is zero, then judges the intelligent wearable device not
It is worn, and then determines meter step for true cheating；
When the heart rate data is not zero, then judges that the intelligent wearable device is worn, further calculate the acquisition
The corresponding movement velocity of meter step total amount, obtain the corresponding heart rate range of the movement velocity；Whether judge the heart rate data
Meet the heart rate range, if not satisfied, then determining meter step for true cheating.
The invention also discloses a kind of method of anti-meter step cheating, this method includes：
Obtain the step number total amount of the accumulative acquisition of step-counting sensor；
Every presetting the primary step number total amount of time interval statistics, the adjacent step number total amount counted twice is calculated
Between difference, obtain each step number increment preset in time interval；
Each step number increment preset in time interval is uploaded to server, by server according to the every of upload
A step number increment preset in time interval judges whether meter step is doubtful cheating；And judge to count in the server
When step is doubtful cheating, in response to the request for the acquisition heart rate data that the server is sent, the heart that heart rate sensor is acquired
Rate data are sent to the server, further determine that whether meter step is true according to the heart rate data by the server
Cheating.
Optionally, described that the judgement meter of the step number increment in time interval is preset according to each of upload by server
Whether step is that doubtful cheating includes：
Multiple continuous periods were divided by one day, multiple in each period are preset in time interval
Step number increment, calculate the difference between the front and back two neighboring step number increment preset in time interval successively, obtain more
A incremental difference removes a maximum value and a minimum value, counts the absolute value of remaining multiple incremental differences no more than pre-
The number for first setting step number threshold value judges the meter obtained step total amount when the number counted is more than predetermined amount threshold value
For doubtful cheating, and send the request for obtaining heart rate data；
It is described to further determine that whether meter step is that true cheating includes according to the heart rate data by the server：
The server judges whether the heart rate data is zero, when the heart rate data is zero, then judge described in
Intelligent wearable device is not worn, and then determines meter step for true cheating；
When the heart rate data is not zero, then judges that the intelligent wearable device is worn, further calculate the acquisition
The corresponding movement velocity of meter step total amount, obtain the corresponding heart rate range of the movement velocity；Whether judge the heart rate data
Meet the heart rate range, if not satisfied, then determining meter step for true cheating.
The invention also discloses a kind of device of anti-meter step cheating, which includes：
Receiving unit is configured as receiving the step of the accumulative acquisition of step-counting sensor in its of intelligent wearable device upload
Number total amount；
Computing unit is configured as counting the step number total amount that once receives every presetting time interval, calculate adjacent
Difference between the step number total amount counted twice obtains each step number increment preset in time interval；
First judging unit is configured as judging that meter step is according to the step number increment each preset in time interval
No is doubtful cheating；
Second judgment unit is configured as when first judging unit judges meter step for doubtful cheating, described in acquisition
Whether the heart rate data of heart rate sensor acquisition in intelligent wearable device further determines that meter step according to the heart rate data
Really to practise fraud.
Optionally, first judging unit is specifically configured to be divided into multiple continuous periods by one day, right
Multiple step number increments preset in time interval in each period, it is two neighboring before and after calculating successively to preset
The difference between step number increment in time interval obtains multiple incremental differences, removes a maximum value and a minimum value,
The absolute value for counting remaining multiple incremental differences is not more than the number for presetting step number threshold value, when the number counted is big
When predetermined amount threshold value, judge that the meter obtained walks total amount as doubtful cheating；
The second judgment unit is specifically configured to judge whether the heart rate data is zero, when the heart rate data
It is zero, then judges that the intelligent wearable device is not worn, and then determines meter step for true cheating；When the heart rate data not
It is zero, then judges that the intelligent wearable device is worn, further calculates the corresponding movement speed of meter step total amount of the acquisition
Degree, obtains the corresponding heart rate range of the movement velocity；Judge whether the heart rate data meets the heart rate range, if not
Meet, it is determined that meter step is true cheating.
The invention also discloses a kind of devices of anti-meter step cheating, which includes memory and processor, the storage
It is communicated and is connected by internal bus between device and the processor, the memory, which is stored with, to be executed by the processor
Computer program, the method that above-mentioned anti-meter step cheating can be realized when the computer program is executed by the processor.
The invention also discloses a kind of systems of anti-meter step cheating, which includes intelligent wearable device and server,
The intelligent wearable device is configured as obtaining the step number total amount of the accumulative acquisition of step-counting sensor, be set every in advance
It fixes time the interval stats once step number total amount, calculates the difference between the adjacent step number total amount counted twice, obtain each
The step number increment in time interval is preset, each step number increment preset in time interval is uploaded to server,
And the request of the acquisition heart rate data sent in response to the server, by the heart rate number of the heart rate sensor acquisition in it
According to being sent to the server；
The server is configured as being divided into multiple continuous periods by one day, to multiple in each period
The step number increment in time interval is preset, the front and back two neighboring step number preset in time interval is calculated successively and increases
Difference between amount obtains multiple incremental differences, removes a maximum value and a minimum value, counts remaining multiple increments
The absolute value of difference is not more than the number for presetting step number threshold value, when the number counted is more than predetermined amount threshold value
When, judge that the meter obtained walks total amount as doubtful cheating, and the request for obtaining heart rate data is sent to the intelligent wearable device；
And according to the intelligent wearable device send its in heart rate sensor acquisition heart rate data, judge the heart rate number
According to whether being zero, when the heart rate data is zero, then judge that the intelligent wearable device is not worn, and then determine that meter step is
True cheating；When the heart rate data is not zero, then judge that the intelligent wearable device is worn, further calculates described obtain
The corresponding movement velocity of meter step total amount taken, obtains the corresponding heart rate range of the movement velocity；Judging the heart rate data is
It is no to meet the heart rate range, if not satisfied, then determining meter step for true cheating.
Optionally, the intelligent wearable device is Intelligent bracelet.
The advantageous effect of the embodiment of the present invention is：By obtaining the accumulative acquisition of the step-counting sensor in intelligent wearable device
Step number total amount；The step number total amount once obtained is counted every presetting time interval, calculates the adjacent step number counted twice
Difference between total amount obtains each step number increment preset in time interval；Time interval is preset according to each
Interior step number increment judges whether meter step is doubtful cheating, and when judging meter step for doubtful cheating, obtains intelligent wearable device
The heart rate data of interior heart rate sensor acquisition further determines that whether meter step is really to practise fraud according to heart rate data.The present invention
The technical solution for providing anti-meter step cheating has filled up the blank at present in terms of preventing user from counting step cheating；To all users
Provide true movement ranking list；It prevents from causing deviation occur to the assessment of health state of user because counting step data mistake；
It prevents in meter step match, obtains improper income because meter walks cheating, lose the meaning of match.
Description of the drawings
Fig. 1 is a kind of method flow diagram of anti-meter step cheating provided in an embodiment of the present invention；
Fig. 2 is a kind of method flow diagram of anti-meter step cheating provided in an embodiment of the present invention；
Fig. 3 is a kind of installation drawing of anti-meter step cheating provided in an embodiment of the present invention；
Fig. 4 is the installation drawing of the anti-meter step cheating of another kind provided in an embodiment of the present invention；
Fig. 5 is a kind of system diagram of anti-meter step cheating provided in an embodiment of the present invention.
Specific implementation mode
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with attached drawing to embodiment party of the present invention
Formula is described in further detail.Embodiment described in following exemplary embodiment does not represent and the application phase one
All embodiments caused.On the contrary, they are only and as detailed in the attached claim, the application some aspects
The example of consistent device and method.
It is the purpose only merely for description specific embodiment in term used in this application, is not intended to be limiting the application.
It is also intended to including more in the application and "an" of singulative used in the attached claims, " described " and "the"
Number form formula, unless context clearly shows that other meanings.
Fig. 1 is a kind of method flow diagram of anti-meter step cheating provided in an embodiment of the present invention, as shown in Figure 1, this method packet
It includes：
Step S11：Obtain the step number total amount of the accumulative acquisition of step-counting sensor in intelligent wearable device；
Step S12：The step number total amount once obtained is counted every presetting time interval, calculating is adjacent to be counted twice
Step number total amount between difference, obtain each step number increment preset in time interval；
Step S13：Judge whether meter step is doubtful cheating according to each step number increment preset in time interval,
And when judging meter step for doubtful cheating, the heart rate data of the heart rate sensor acquisition in intelligent wearable device, root are obtained
Further determine that whether meter step is really to practise fraud according to heart rate data.Wherein, according to each step number preset in time interval
Increment judges whether meter step is that doubtful cheating includes：Multiple continuous periods were divided by one day, in each period
Multiple step number increments preset in time interval calculate the front and back two neighboring step preset in time interval successively
Difference between number increment, obtains multiple incremental differences, removes a maximum value and a minimum value, and statistics is remaining multiple
The absolute value of incremental difference is not more than the number for presetting step number threshold value, when the number counted is more than predetermined amount
When threshold value, judge that the meter obtained walks total amount as doubtful cheating；Further determine that whether meter step is really to practise fraud according to heart rate data
Including：Judge whether heart rate data is zero, when heart rate data is zero, then judge that intelligent wearable device is not worn, and then determines
Meter step is true cheating；When heart rate data is not zero, then judges that intelligent wearable device is worn, further calculate the meter of acquisition
The corresponding movement velocity of total amount is walked, the corresponding heart rate range of movement velocity is obtained；Judge whether heart rate data meets heart rate model
It encloses, if not satisfied, then determining meter step for true cheating.
Method shown in Fig. 1 carries out processing realization by background server to the data that intelligent wearable device is sent completely.
Intelligent wearable device can be bracelet, wrist-watch etc., and by taking bracelet as an example, step-counting sensor is provided in bracelet, be used for acquisition in real time
The step count data of step count data, step-counting sensor acquisition is the cumulative amount of step number；Bracelet is wirelessly connected with background server
It connects, background server can receive the step number total amount for the accumulative acquisition of step-counting sensor that bracelet is sent, and then to these steps
Number aggregate data is handled, i.e., counted a step number total amount every 1 minute, calculates the step number total amount of adjacent two minutes statistics
Between difference, obtain step number increment per minute, 24 periods will be divided within one day, each period is 1 hour,
The difference between the step number increment in 1 hour is calculated, and then obtains the absolute value of incremental difference, as shown in table 1.
Table 1
| Acquisition time | 10:00 | 10:01 | 10:02 | 10:03 | 10:04 | … | 10:59 | 11:00 |
| Step number total amount | 1000 | 1100 | 1211 | 1330 | 1455 | … | 6210 | 6210 |
| Step number increment | … | 100 | 111 | 119 | 125 | … | … | 0 |
| Incremental difference | … | … | 11 | 8 | 6 | … | … | … |
Table 1 has taken 10：00—11:Step number increment in 00 is detected, from table 1 it follows that 10:00-10:01
Step number increment be 100,10:01-10:02 step number increment is 111,10:02-10:03 step number increment is 119,10:03-
10:04 step number increment be 125 ... 10：00—11:There are 59 step number incremental datas in 00,10:01-10:02 incremental difference
Value is 11,10:02-10:03 incremental difference is 8,10:03-10:04 incremental difference, which is 6 ... removes in incremental difference
Maximum value and minimum value, then 10： 00—11:The absolute value data of remaining 56 incremental differences in 00, when this 56 incremental differences
Absolute value data in have no less than 50 be not more than 3 absolute value datas, then judge obtain meter walk total amount for doubtful work
Otherwise disadvantage judges the meter obtained step total amount not practise fraud.The data provided from table 1 are it is found that 10： 00—11:Meter in 00
Step data is not practised fraud.
When judge obtain meter walk total amount for doubtful cheating when, need by detection heart rate data judge bracelet whether by
User wears, to finally determine whether meter step practises fraud.It is provided with heart rate sensor in bracelet, is used for acquisition heart rate number in real time
According to background server receives bracelet and transmits wirelessly the heart rate data to come, judges whether heart rate data is zero, works as heart rate data
It is zero, then judges that intelligent wearable device is not worn, and then determines meter step for true cheating；When heart rate data is not zero, then sentence
Disconnected intelligent wearable device is worn, and is further calculated the corresponding movement velocity of meter step total amount of acquisition, is obtained movement velocity and correspond to
Heart rate range；Judge whether heart rate data meets heart rate range, if not satisfied, then determining meter step for true cheating.For example,
10:00—11:In 00 this period, the meter step total amount of acquisition is scaled movement velocity, obtains the flat of this hour
Equal movement velocity is 10km/h, then human heart rate should reach average 120-180 beats/min at this time, and practical heart rate data is flat
Equal 80 beats/min, also illustrate the true cheating of meter step.
The foundation for carrying out above-mentioned judgement is：1, the meter walking of normal person is that certain erratic behavior is presented, even if running etc.
Prolonged exercise can not also generate the step number for being completely fixed frequency, if the absolute value of incremental difference all within 3, illustrates to walk
Number increment is generally identical, and step number increases frequency and almost fixes, so such case is considered as doubtful cheating；2, it will intelligently wear
It wears equipment to be placed in the equipment moved with fixed frequency, perhaps will produce the increased step number of fixed frequency, user is in treadmill
Be also possible to close to fixed increment etc. the step number for moving generation on mobile instrument is relatively fixed, at this time in combination with heart rate whether
Judge whether intelligent wearable device is worn on user for human heart rate, and then determines whether meter step is really to practise fraud.
Fig. 2 is a kind of method flow diagram of anti-meter step cheating provided in an embodiment of the present invention, as shown in Fig. 2, this method packet
It includes：
Step S21：Obtain the step number total amount of the accumulative acquisition of step-counting sensor；
Step S22：A step number total amount is counted every presetting time interval, calculates the adjacent step number counted twice
Difference between total amount obtains each step number increment preset in time interval；
Step S23：Each step number increment preset in time interval is uploaded to server, by server according to
Each of upload presets the step number increment in time interval and judges whether meter step is doubtful cheating；Server processes
Journey is specially：Multiple continuous periods were divided by one day, multiple in each period are preset in time interval
Step number increment, calculate the difference between the front and back two neighboring step number increment preset in time interval successively, obtain more
A incremental difference removes a maximum value and a minimum value, counts the absolute value of remaining multiple incremental differences no more than pre-
The number for first setting step number threshold value judges the meter obtained step total amount when the number counted is more than predetermined amount threshold value
For doubtful cheating, and send the request for obtaining heart rate data；
And it when server judges meter step for doubtful cheating, is asked in response to the acquisition heart rate data of server transmission
It asks, the heart rate data that heart rate sensor acquires is sent to server, meter step is further determined that according to heart rate data by server
Whether it is really to practise fraud.
The realization of method shown in Fig. 2 needs to handle data by intelligent wearable device and background server cooperation.
By taking bracelet as an example, bracelet obtains the step number total amount of the accumulative acquisition of step-counting sensor；A step number total amount, meter were counted every 1 minute
The difference between the adjacent step number total amount counted twice is calculated, step number increment per minute is obtained；It will be on step number increment per minute
It is transmitted to server, judges whether meter step is doubtful cheating according to the step number increment per minute of upload by server；And when service
When device sends the request for obtaining heart rate data, the heart rate data that the heart rate sensor of itself institute's band acquires is sent to server,
Further determine that whether meter step is really to practise fraud according to heart rate data by server.About server according to step number incremental data
And heart rate data judges whether meter step is that the processing procedure really practised fraud has been elaborated in the embodiment shown in fig. 1,
Details are not described herein.
Fig. 3 is a kind of installation drawing of anti-meter step cheating provided in an embodiment of the present invention, as shown in figure 3, the device 30 wraps
It includes：
Receiving unit 301 is configured as receiving the accumulative acquisition of step-counting sensor in its of intelligent wearable device upload
Step number total amount；
Computing unit 302 is configured as counting the step number total amount that once receives every presetting time interval, calculate
Difference between the adjacent step number total amount counted twice obtains each step number increment preset in time interval；
First judging unit 303 is configured as judging meter step according to the step number increment each preset in time interval
Whether it is doubtful cheating；It is specifically configured to be divided into multiple continuous periods by one day, to multiple in each period
The step number increment in time interval is preset, the front and back two neighboring step number preset in time interval is calculated successively and increases
Difference between amount obtains multiple incremental differences, removes a maximum value and a minimum value, counts remaining multiple increments
The absolute value of difference is not more than the number for presetting step number threshold value, when the number counted is more than predetermined amount threshold value
When, judge that the meter obtained walks total amount as doubtful cheating；
Second judgment unit 304 is configured as, when the first judging unit judges meter step for doubtful cheating, obtaining intelligence
The heart rate data of heart rate sensor acquisition in wearable device further determines that whether meter step is really to make according to heart rate data
Disadvantage；It is specifically configured to judge whether heart rate data is zero, when heart rate data is zero, then judges that intelligent wearable device is not worn
It wears, and then determines meter step for true cheating；When heart rate data is not zero, then judge that intelligent wearable device is worn, further counts
The corresponding movement velocity of meter step total amount obtained is calculated, the corresponding heart rate range of movement velocity is obtained；Judge whether heart rate data is full
Sufficient heart rate range, if not satisfied, then determining meter step for true cheating.
Fig. 4 is the installation drawing of the anti-meter step cheating of another kind provided in an embodiment of the present invention, as shown in figure 4, the device 40 wraps
Memory 401 and processor 402 are included, is communicated and is connected by internal bus 403 between memory 401 and processor 402, storage
Device 401 is stored with the computer program that can be executed by processor 402, and computer program can be real when being executed by processor 402
The method of existing above-mentioned anti-meter step cheating.
In various embodiments, memory 401 can be memory or nonvolatile memory.It is wherein non-volatile
Memory can be：Memory driver (such as hard disk drive), solid state disk, any kind of storage dish (such as CD, DVD
Deng) either similar storage medium or combination thereof.Memory can be：RAM (Radom Access Memory, with
Machine access memory), volatile memory, nonvolatile memory, flash memory.Further, nonvolatile memory and memory conduct
Machine readable storage medium can store the computer program executed by processor 402 thereon, realize anti-meter step cheating above-mentioned
Method, this method has been elaborated in the embodiment that Fig. 1 and Fig. 2 are provided, and details are not described herein.
Fig. 5 is a kind of system diagram of anti-meter step cheating provided in an embodiment of the present invention, as shown in figure 5, the system 50 includes
Intelligent wearable device 501 and server 502,
Intelligent wearable device 501 is configured as obtaining the step number total amount of the accumulative acquisition of step-counting sensor, be set every in advance
It fixes time the interval stats once step number total amount, calculates the difference between the adjacent step number total amount counted twice, obtain each
The step number increment in time interval is preset, each step number increment preset in time interval is uploaded to server
502, and in response to the request for obtaining heart rate data that server 502 is sent, by the heart rate of the heart rate sensor acquisition in it
Data are sent to server 502；
Server 502 is configured as being divided into multiple continuous periods by one day, to multiple in each period
The step number increment in time interval is preset, the front and back two neighboring step number preset in time interval is calculated successively and increases
Difference between amount obtains multiple incremental differences, removes a maximum value and a minimum value, counts remaining multiple increments
The absolute value of difference is not more than the number for presetting step number threshold value, when the number counted is more than predetermined amount threshold value
When, judge that the meter obtained walks total amount as doubtful cheating, and the request for obtaining heart rate data is sent to intelligent wearable device 501；With
And according to intelligent wearable device 501 send its in heart rate sensor acquisition heart rate data, judge heart rate data whether be
Zero, when heart rate data is zero, then judge that intelligent wearable device is not worn, and then determine meter step for true cheating；When heart rate number
According to being not zero, then judge that intelligent wearable device is worn, further calculates the corresponding movement velocity of meter step total amount of acquisition, obtain
Take the corresponding heart rate range of movement velocity；Judge whether heart rate data meets heart rate range, if not satisfied, then determining that meter step is
True cheating.
Wherein, above-mentioned intelligent wearable device is Intelligent bracelet.
For device embodiments, since it corresponds essentially to embodiment of the method, so related place is referring to method reality
Apply the part explanation of example.The apparatus embodiments described above are merely exemplary, can select according to the actual needs
Some or all of module therein is selected to achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying
In the case of creative work, you can to understand and implement.In conclusion the present invention is by obtaining in intelligent wearable device
The step number total amount of the accumulative acquisition of step-counting sensor；The step number total amount once obtained is counted every presetting time interval, is calculated
Difference between the adjacent step number total amount counted twice obtains each step number increment preset in time interval；According to every
A step number increment preset in time interval judges whether meter step is doubtful cheating, and is judging meter step for doubtful cheating
When, the heart rate data of the heart rate sensor acquisition in intelligent wearable device is obtained, further determines that meter step is according to heart rate data
It is no to practise fraud to be true.The present invention provides the technical solution of anti-meter step cheating, filled up is preventing user from counting step cheating side at present
The blank in face；True movement ranking list is provided to all users；It prevents from causing to user health because counting step data mistake
There is deviation in the assessment of state；It prevents in meter step match, obtains improper income because meter walks cheating, lose the meaning of match.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all
Any modification, equivalent replacement, improvement and so within the spirit and principles in the present invention are all contained in the protection model of the present invention
In enclosing.
Claims (10)
1. a kind of method of anti-meter step cheating, which is characterized in that the method includes：
Obtain the step number total amount of the accumulative acquisition of step-counting sensor in intelligent wearable device；
The step number total amount that once obtains is counted every presetting time interval, is calculated between the adjacent step number total amount counted twice
Difference, obtain each step number increment preset in time interval；
Judge whether meter step is doubtful cheating according to each step number increment preset in time interval, and is judging that meter walks
When doubtful cheating, the heart rate data of the heart rate sensor acquisition in the intelligent wearable device is obtained, according to the heart rate data
Further determine that whether meter step is really to practise fraud.
2. according to the method described in claim 1, it is characterized in that, the basis each presets the step number in time interval
Increment judges whether meter step is that doubtful cheating includes：
Multiple continuous periods were divided by one day, to multiple step numbers preset in time interval in each period
Increment calculates the difference between the front and back two neighboring step number increment preset in time interval, obtains multiple increments successively
Difference removes a maximum value and a minimum value, and the absolute value of the remaining multiple incremental differences of statistics, which is not more than, to be preset
The number of step number threshold value judges the meter obtained step total amount to be doubtful when the number counted is more than predetermined amount threshold value
Cheating.
3. according to the method described in claim 1, it is characterized in that, described further determine that meter step is according to the heart rate data
It is no to include for true cheating：
Judge whether the heart rate data is zero, when the heart rate data is zero, then judges that the intelligent wearable device is not worn
It wears, and then determines meter step for true cheating；
When the heart rate data is not zero, then judges that the intelligent wearable device is worn, further calculate the meter of the acquisition
The corresponding movement velocity of total amount is walked, the corresponding heart rate range of the movement velocity is obtained；Judge whether the heart rate data meets
The heart rate range, if not satisfied, then determining meter step for true cheating.
4. a kind of method of anti-meter step cheating, which is characterized in that the method includes：
Obtain the step number total amount of the accumulative acquisition of step-counting sensor；
Every presetting the primary step number total amount of time interval statistics, calculate between the adjacent step number total amount counted twice
Difference obtains each step number increment preset in time interval；
Each step number increment preset in time interval is uploaded to server, it is advance according to each of upload by server
Step number increment in setting time interval judges whether meter step is doubtful cheating；
And when the server judges meter step for doubtful cheating, in response to the acquisition heart rate data of server transmission
Request, by heart rate sensor acquire heart rate data be sent to the server, by the server according to the heart rate number
Whether it is really to practise fraud according to further determining that meter walks.
5. according to the method described in claim 4, it is characterized in that, described when being preset according to each of upload by server
Between interval in step number increment judge meter step whether be it is doubtful practise fraud include：
Multiple continuous periods were divided by one day, to multiple step numbers preset in time interval in each period
Increment calculates the difference between the front and back two neighboring step number increment preset in time interval, obtains multiple increments successively
Difference removes a maximum value and a minimum value, and the absolute value of the remaining multiple incremental differences of statistics, which is not more than, to be preset
The number of step number threshold value judges the meter obtained step total amount to be doubtful when the number counted is more than predetermined amount threshold value
Cheating；
It is described to further determine that whether meter step is that true cheating includes according to the heart rate data by the server：
Judge whether the heart rate data is zero, when the heart rate data is zero, then judges that the intelligent wearable device is not worn
It wears, and then determines meter step for true cheating；
When the heart rate data is not zero, then judges that the intelligent wearable device is worn, further calculate the meter of the acquisition
The corresponding movement velocity of total amount is walked, the corresponding heart rate range of the movement velocity is obtained；Judge whether the heart rate data meets
The heart rate range, if not satisfied, then determining meter step for true cheating.
6. a kind of device of anti-meter step cheating, which is characterized in that described device includes：
Receiving unit, the step number for being configured as receiving the accumulative acquisition of step-counting sensor in its of intelligent wearable device upload are total
Amount；
Computing unit is configured as counting the step number total amount that once receives every presetting time interval, calculate it is adjacent twice
Difference between the step number total amount of statistics obtains each step number increment preset in time interval；
First judging unit is configured as judging whether meter step is doubtful according to the step number increment each preset in time interval
Like cheating；
Second judgment unit is configured as, when first judging unit judges meter step for doubtful cheating, obtaining the intelligence
The heart rate data of heart rate sensor acquisition in wearable device further determines that whether meter step is true according to the heart rate data
Cheating.
7. device according to claim 6, which is characterized in that
First judging unit is specifically configured to be divided into multiple continuous periods by one day, in each period
Multiple step number increments preset in time interval, calculate the front and back two neighboring step preset in time interval successively
Difference between number increment, obtains multiple incremental differences, removes a maximum value and a minimum value, counts remaining multiple increasings
The absolute value of amount difference is not more than the number for presetting step number threshold value, when the number counted is more than predetermined amount threshold value
When, judge that the meter obtained walks total amount as doubtful cheating；
The second judgment unit is specifically configured to judge whether the heart rate data is zero, when the heart rate data is zero,
Then judge that the intelligent wearable device is not worn, and then determines meter step for true cheating；
When the heart rate data is not zero, then judges that the intelligent wearable device is worn, further calculate the meter of the acquisition
The corresponding movement velocity of total amount is walked, the corresponding heart rate range of the movement velocity is obtained；Judge whether the heart rate data meets
The heart rate range, if not satisfied, then determining meter step for true cheating.
8. a kind of device of anti-meter step cheating, which is characterized in that described device includes memory and processor, the memory and
It is communicated and is connected by internal bus between the processor, the memory is stored with the calculating that can be executed by the processor
Machine program can realize the anti-meter described in claim 1-3 any one when the computer program is executed by the processor
The method for walking cheating.
9. a kind of system of anti-meter step cheating, which is characterized in that the system comprises intelligent wearable device and server,
The intelligent wearable device is configured as obtaining the step number total amount of the accumulative acquisition of step-counting sensor, when presetting
Between the primary step number total amount of interval stats, calculate the difference between the adjacent step number total amount counted twice, obtain it is each in advance
Each step number increment preset in time interval is uploaded to server by the step number increment in setting time interval, and
In response to the request for the acquisition heart rate data that the server is sent, the heart rate data of the heart rate sensor acquisition in it is sent
To the server；
The server is configured to be divided into multiple continuous periods by one day, is set in advance to multiple in each period
The step number increment fixed time in interval, before and after calculating successively between the two neighboring step number increment preset in time interval
Difference obtains multiple incremental differences, removes a maximum value and a minimum value, counts the absolute of remaining multiple incremental differences
Value is not more than the number for presetting step number threshold value, when the number counted is more than predetermined amount threshold value, judges to obtain
Meter step total amount be doubtful cheating, and to the intelligent wearable device send obtain heart rate data request；And according to described
The heart rate data of heart rate sensor acquisition in its of intelligent wearable device transmission, judges whether the heart rate data is zero, when
The heart rate data is zero, then judges that the intelligent wearable device is not worn, and then determines meter step for true cheating；When described
Heart rate data is not zero, then judges that the intelligent wearable device is worn, and the meter step total amount for further calculating the acquisition corresponds to
Movement velocity, obtain the corresponding heart rate range of the movement velocity；Judge whether the heart rate data meets the heart rate model
It encloses, if not satisfied, then determining meter step for true cheating.
10. system according to claim 9, which is characterized in that the intelligent wearable device is Intelligent bracelet.
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