KR101681834B1 - Method for detecting smoking using smart watch - Google Patents
Method for detecting smoking using smart watch Download PDFInfo
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- KR101681834B1 KR101681834B1 KR1020150083095A KR20150083095A KR101681834B1 KR 101681834 B1 KR101681834 B1 KR 101681834B1 KR 1020150083095 A KR1020150083095 A KR 1020150083095A KR 20150083095 A KR20150083095 A KR 20150083095A KR 101681834 B1 KR101681834 B1 KR 101681834B1
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- G—PHYSICS
- G04—HOROLOGY
- G04G—ELECTRONIC TIME-PIECES
- G04G21/00—Input or output devices integrated in time-pieces
- G04G21/02—Detectors of external physical values, e.g. temperature
- G04G21/025—Detectors of external physical values, e.g. temperature for measuring physiological data
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- G—PHYSICS
- G04—HOROLOGY
- G04G—ELECTRONIC TIME-PIECES
- G04G21/00—Input or output devices integrated in time-pieces
- G04G21/04—Input or output devices integrated in time-pieces using radio waves
Abstract
The present invention relates to a method for detecting a smoking using a smart watch, characterized by detecting smoking using various sensing sensors provided in a smart watch, and determining whether the user is smoking based on the smoking information judged by each sensor .
Description
The present invention relates to a method for detecting a smoking using a smart watch, characterized by detecting smoking using various sensing sensors provided in a smart watch, and determining whether the user is smoking based on the smoking information judged by each sensor .
In recent years, the number of people attempting to quit smoking has increased due to the harm caused by tobacco, and the number of people who quit smoking due to the rise in the price of cigarettes is expected to increase radically.
However, since cigarettes can only be judged by the number of cigarettes in which a user smokes his or her own cigarettes, the amount of cigarettes smoked per day can be roughly grasped, but since the user can not grasp his own smoking amount per month or year, There is a problem that it is not possible to know how bad the health is and also how much the financial expenditure due to smoking is generated. That is, a user who controls the amount of cigarettes to quit smoking has a problem that the amount of his own cigarette is not visually expressed, so that he / she is smoking indiscreetly.
Korean Patent Laid-Open Publication No. 10-2012-0080477 (Prior Art Document 1) discloses a method for detecting a current for vaporizing a nicotine liquid and detecting smoking as smoking to generate smoking information, and based on the generated smoking information, The present invention relates to an electronic cigarette which can output a user's electronic cigarette to a display provided on the outer surface of the electronic cigarette.
In the prior art document 1, since the electronic cigarette is required to have a power supply sensing unit for sensing the current in the electronic cigarette and a smoking information generating unit for generating smoking information based on the sensed information, the volume of the electronic cigarette is increased, And the smoking amount of tobacco in general can not be grasped.
In addition, since the prior art document 1 judges that the electronic cigarette is measured only by measuring the voltage applied to the electronic cigarette rather than judging the user's smoking based on various information, when the voltage of the electronic cigarette is applied due to a phenomenon such as discharge, There is a problem in that unreliable smoking information is generated and output to the user as in the case where the voltage is flowed and detected as smoking and there is a problem that smoking can not be detected in the case of tobacco in the early stage.
Prior Art 1: Korean Patent Publication No. 10-2012-0080477
The present invention provides a method for generating smoking information by detecting a phenomenon caused by smoking a cigarette in order to solve the above problems.
In order to solve the above-mentioned problems, it is an object of the present invention to provide a cigarette or electronic cigarette, which does not judge smoking of the cigarette or the electronic cigarette by simple electrical voltage measurement but determines smoking based on comprehensive information, will be.
In order to achieve the above object, the present invention provides a method for generating smoking information, comprising the steps of generating a user's smoking information through a smart watch, and determining smoking through the generated smoking information, A step of determining smoking by measuring a heart rate and an oxygen saturation which are changed according to smoking through a pulse wave measuring sensor, a step of determining a user's smoking by analyzing the spatial coordinates of a smart watch which changes according to a user's smoking through a gyro sensor , And a step of judging smoking by detecting the smoke generated by the user smoking the cigarette. Determining whether the smart watch approaches the user's chest or face according to smoking to determine smoking, and determining smoking through the user's location information.
According to the present invention, not only electronic cigarettes but also general tobacco smoking can be detected, so that the user can grasp his / her smoking amount.
In addition, according to the present invention, since smoking information is generated through various information, the user's smoking judgment is more reliable.
Furthermore, according to the present invention, since the user's smoking is determined through the sensor provided in the smart watch, the user can easily detect smoking.
1 is a block diagram showing a smoking detection apparatus using a smart watch according to an embodiment of the present invention.
2 is a block diagram illustrating a method of detecting smoking using a smart watch according to an embodiment of the present invention.
3 is a block diagram illustrating a process of generating smoking information in a smoking detection method using a smart watch according to an embodiment of the present invention.
FIG. 4 is a block diagram illustrating a method for detecting smoking using a pulse wave sensor of a smartphone-based smoking detection method according to an embodiment of the present invention.
5 is a block diagram showing a smoking detection method using a gyro sensor of a smoking detection method using a smart watch according to an embodiment of the present invention.
6 is a block diagram illustrating a smoking detection method using a distance sensor of a smoking detection method using a smart watch according to an embodiment of the present invention.
FIG. 7 is a block diagram illustrating a method of detecting smoking using GPS in a smoking detection method using a smart watch according to an embodiment of the present invention.
FIG. 8 is a block diagram illustrating a method of detecting smoking using Bluetooth of a method for detecting smoking using a smart watch according to an embodiment of the present invention. Referring to FIG.
9 is a block diagram showing a smoking detection method using a smoke detection sensor of a smoking detection method using a smart watch according to an embodiment of the present invention.
Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings. The sizes and shapes of the components shown in the drawings may be exaggerated for clarity and convenience. In addition, terms defined in consideration of the configuration and operation of the present invention may be changed according to the intention or custom of the user, the operator. Definitions of these terms should be based on the content of this specification. It will be apparent to those skilled in the art that various modifications and variations can be made in the present invention without departing from the spirit or scope of the inventions. Of course.
2 and 3, a method for detecting smoking using a smart watch according to an exemplary embodiment of the present invention includes generating a smoking information by sensing a phenomenon occurring as a user smokes through a smart watch, And judges the user's smoking based on the smoking history.
Hereinafter, a process of generating smoking information by sensing a phenomenon caused by a user smoking through a smart watch will be described in detail.
The process of generating the user's smoking information through the smart watch generates various information such as various phenomena and motions that are generated as the user smokes by using a sensor and generates smoking information. Smoking information is characterized by high reliability because it collects and analyzes various phenomena and detects smoking. The smoking information is collected as information converted into a numerical value by collecting phenomena and motions generated by smoking. Each process of generating collected data in generating smoking information is as follows.
The process of generating smoking information includes detecting and analyzing the heart rate and coral saturation of the body, which are changed according to the user's smoking habit through the pulse wave measuring sensor, to determine smoking and generating smoking information by percentage thereof, A step of detecting smoking of the core by detecting the movement of the core and generating smoking information by making a percentage thereof; determining smoking through whether the user is located in the smoking area through the user's location information; .
The step of generating the smoking information by detecting the movement of the user for smoking may include the steps of generating smoking information by analyzing the spatial coordinates of the moving of the smart watch through the gyro sensor, Wherein the step of determining smoking through the location information of the user includes the steps of generating smoking information by analyzing whether the position coordinates of the user are located in the coordinates of the smoking area by using the GPS And generating smoking information by analyzing whether or not a smoking area Bluetooth beacon is detected at a user's location using Bluetooth. The method may further include the step of detecting and analyzing the smoke generated by the user when the user smokes for the accuracy of the smoking judgment, and generating the smoking information. Next, each process will be described in more detail.
4, the step of generating smoking information by measuring heart rate and oxygen saturation, which is changed through the pulse wave measuring sensor, includes measuring heart rate and oxygen saturation before smoking through a pulse wave measuring sensor, And oxygen saturation information, and generates reference information that can be compared.
Then, the user's body is continuously measured through the pulse-wave measuring sensor. First, the heart rate measured through the pulse-wave measuring sensor is compared with the heart rate contained in the reference pulse-wave information. When the measured heart rate is faster than the heart rate of the reference pulse- , And measures a user's oxygen saturation through a pulse wave measuring sensor.
The measured oxygen saturation is compared with the measured oxygen saturation and the oxygen saturation of the reference pulse wave information. If the measured oxygen saturation is lower than the oxygen saturation of the reference pulse wave information, If it lasts for more than one hour, it is judged as smoking.
More specifically, the user stores in advance a state in which the heart rate measured by the pulse wave measuring sensor is faster than the heart rate contained in the reference pulse wave information, and the oxygen saturation measured by the pulse wave measuring sensor is lower than the oxygen saturation contained in the reference pulse wave information If it lasts for more than one hour, it is judged as smoking.
At this time, the heart rate and oxygen saturation measured through the pulse wave measuring sensor can be judged based on the continuation of the heart rate and oxygen saturation merely higher and lower than the heart rate and oxygen saturation contained in the reference pulse wave information, but in another embodiment, Is 120% faster than the heart rate of the reference pulse wave information, and the measured oxygen saturation is 80% lower than the oxygen saturation of the reference pulse wave information. If the above state continues for a predetermined period of time stored by the user, have.
Here, it is described that the time stored by the user in advance is 10 minutes, but it is not limited to 10 minutes, and various times may be applied by the user or the administrator.
If it is determined through the above process, the difference value between the heart rate measured by the pulse wave measuring sensor and the heart rate of the reference pulse wave information is applied to a predetermined minimum heart rate threshold value and a predetermined maximum heart rate threshold value The difference between the oxygen saturation measured by the pulse wave measuring sensor and the oxygen saturation of the reference pulse wave information is applied to a predetermined minimum oxygen saturation threshold and a predetermined maximum oxygen saturation threshold stored in advance by the user And generates smoking information.
For example, if the measured heart rate of the user is 120% faster than the heart rate of the reference pulse wave information, it is determined that the user smokes at a probability of 100%. If the measured oxygen saturation of the user is 80% lower than the oxygen saturation of the reference pulse wave information The probability of smoking is estimated to be 100%, and the probability of actual smoking can be derived by recalculating the two values when generating the smoking information.
Two methods can be used for the process of generating the smoking information by sensing the body of the user moving for smoking, and the two methods are as follows.
The gyro sensor installed in the smart watch allows the user to analyze the spatial coordinates of the moving arm during smoking to detect smoking and generate smoking information and a method of generating a smoker's information by using a distance sensor There is a method of sensing smoking and generating smoking information by detecting that the arm is approaching the user's chest or face for smoking. At this time, the user's smart watch wears the arm and the arm that smokes is the same arm, and each method will be described in more detail as follows.
First, referring to FIG. 5, a method of judging smoking by using a gyro sensor provided in a smart sensor to detect movement of an arm holding a cigarette for smoking by a user will be described in detail. The gyro sensor of SmartWatch is a sensor that can calculate spatial coordinates and angular velocity. To determine smoking through the gyro sensor, first, the gyro sensor is used to continuously measure the movement of the spatial coordinates. At this time, the gyro sensor continuously detects the movement of the spatial coordinates and senses that the smart watch is moved to the sensing angle stored by the user based on the elbow.
Here, since the principle of calculating the spatial coordinates of the gyro sensor is to sense the angular velocity of the full azimuth and to calculate the spatial coordinates by calculating the angular velocity, it is preferable that the gyro sensor be provided based on a change in the angle of the trajectory . Since the gyro sensor of the present invention is provided in the smart watch and the smart watch is described based on the wear of the wearer's arm, the arm in which the user holds the cigarette moves on the basis of the elbow, It is preferable to detect that the user is moved to a rotation angle equal to or greater than a sensing angle previously stored by the user.
In the present invention, the sensing angle is 120 degrees, but it is not limited to 120 degrees and various angles can be set.
Then, if the moving period detected by the gyro sensor is shifted to an angle of 120 ° or more (sensing angle), the user is judged to be smoking if the user repeatedly repeats the cycle time.
Here, the period of time stored by the user in advance is 3 to 7 seconds as an example, but it is not limited to the above cycle time and the number of repetitions, but various numbers can be set by the user or the administrator.
If it is determined as smoking through the above process, the predetermined repetition time threshold section stored in advance by the user is substituted into the cumulative repetition times of the detected movement, and the percentageed value is generated as the smoking information.
Here, an example is shown in which the predetermined repetition time threshold period is set from 3 times to 10 times. For example, if the number of detected cumulative repeated movements of the user is less than 3, 20%, less than 5, 40%, less than 8, 60%, less than 10, 80% Can be set to 100%. However, the present invention is not limited to the above-described repetition count threshold, and various values may be set by a user or an administrator.
Referring to FIG. 6, a method of detecting smoking and detecting smoking information by detecting the proximity of a user wearing a smart watch to the user's chest or face for smoking using a distance sensor provided in the smart watch Will be described.
Here, the distance sensor includes a light-emitting sensor and a light-receiving sensor, and calculates the distance by calculating the time, wave and angle until the light emitted from the light-emitting sensor is reflected by the object and received by the light- However, it is needless to say that the distance sensor is not limited to the above-described method, and various distance sensors such as ultrasonic waves and infrared rays may be used.
As an example of a laser irradiation unit and a light receiving unit, a method of determining a user's smoking using a distance detection sensor is a method in which a smart watch approaches the user's chest or face through a distance sensor of the smart watch Detection. In detail, when the smart watch approaches the user's chest or face, the light emitted from the light sensor of the distance sensor is reflected on the chest or face and received by the light receiving sensor and analyzed to calculate the distance.
First, the smartwatch senses that the smartwatch approaches the user's chest or face within a predetermined distance through a distance detection sensor provided in the smartwatch.
Then, when the access period of the sensed access is repeatedly detected at a period of the pre-stored cycle time, it is judged as smoking.
Here, the period of time stored by the user in advance is 3 to 7 seconds as an example, but it is not limited to the above cycle time and the number of repetitions, but various numbers can be set by the user or the administrator.
In the case of judging smoking, the smoking information is generated by making the cumulative repetition times of the sensed accesses as a percentage. Specifically, the predetermined number of repetition time thresholds preliminarily stored by the user in the cumulative repetition times of the detected movements are substituted, And the smoothed value is generated as smoking information.
To describe a specific example, the predetermined repetition count threshold period may be set from 1 to 10 times. More specifically, the number of detected cumulative repeated movements of the user is set at 20%, 40% at 40%, 60% at 5 times, 80% at 8 or more, and 100% at 10 or more times . However, the present invention is not limited to the above-described repetition count threshold, and various values may be set by a user or an administrator.
This is a method for detecting smoking and generating smoking information by using the above-described gyro sensor as a critical section that is the same as the predetermined smoking time threshold section in the step of detecting smoking using the gyro sensor and generating smoking information can do.
Referring to FIGS. 7 and 8, in the step of determining smoking and generating smoking information through the user's location information, the step of detecting the coordinates of the user using the GPS, and the coordinates of the detected user are stored in the pre- Determining smokes according to whether smokers are smoking or not, generating smoke information by converting them into percentages, and detecting smokers' beacons around the user using Bluetooth to determine smoking, and smoothing to generate smokers information . Now, each method for generating smoking information through the user's location information will be described in detail.
Referring to FIG. 7, the step of detecting the coordinates of the user by using the GPS, determining the smoking according to whether the coordinates of the detected user are located in the pre-stored smoking zone coordinates, Will be described in detail.
First, the position coordinates of the user are continuously monitored through the GPS communication unit of the smart watch, and when the position coordinates of the user are located at the position coordinates of the smoking area, it is determined that the user is located in the actual smoking area and determined as smoking.
Here, the coordinates of the smoking area use the smoking area GPS coordinates pre-stored in the server database.
Then, when the user is located for more than the time previously stored in the smoking zone coordinates and is detected as smoking, the user generates the smoking information by converting the time at which the coordinates of the user are located in the coordinates of the smoking area. Specifically, a predetermined smoking time threshold section stored in advance by the user at a time when the user remains in the smoking area for more than the smoking time stored in advance is substituted into a percentage.
Here, various values may be set by a user and an administrator in a predetermined smoking time threshold period.
For example, the predetermined smoking time threshold period may be a critical period of 0 to 5 minutes by the user and the administrator. More specifically, 20% when the user's coordinates are located in the coordinates of the pre-stored smoking zone, 40% at the time of 1 minute or more, 60% at the time of 2 minutes or more, 80% 100%. ≪ / RTI > However, the present invention is not limited to the above-mentioned smoking time critical section, and various values may be set by the user or the administrator.
Referring to FIG. 8, a method for detecting a smoking area beacon using Bluetooth in the vicinity of a user and determining smoking according to whether or not the beacon is detected will be described in detail.
The method of detecting the smoking area beacon using the Bluetooth around the user and determining the smoking according to the detection is to use the local communication part provided in the smart watch, and Bluetooth refers to the standardized local communication. In addition, the short-range communication unit can be equipped with Bluetooth Low Energy that can operate effectively using relatively less energy than conventional Bluetooth.
A method for detecting a smoking area beacon using Bluetooth and judging smoking according to detection is to continuously detect a Bluetooth beacon located around the user using Bluetooth and to prevent a smoking area Bluetooth If a beacon is detected, it is determined that the user is located in the smoking area and it is determined that the user is smoking.
If it is determined that the user is smoking, the duration of a Bluetooth beacon in the smoking area of the user is set as a percentage, thereby generating smoking information. In detail, a predetermined smoking time critical section preliminarily stored at the time when the smoking area Bluetooth is continuously detected in the Bluetooth of the user is substituted into percentage, and is generated as smoking information.
For example, the predetermined smoking time threshold period may be a critical period of 0 to 5 minutes by the user and the administrator. More specifically, when the Bluetooth beacon in the smoking area is detected in the user's Bluetooth area, 20%, 40% when detecting 1 minute or more, 60% when detecting 2 minutes or more, 80% % ≪ / RTI > However, the present invention is not limited to the above-mentioned smoking time critical section, and various values may be set by the user or the administrator.
This is a method for detecting smoking and generating smoking information using the above-described GPS as a critical section that is the same as the predetermined smoking time threshold section in the step of detecting smoking using the above-described GPS and generating smoking information have.
Referring to FIG. 9, a step of detecting smoke generated as a user smokes a cigarette through a smoke sensor of a smart watch, analyzing the smoke, and generating smoking information will be described in detail.
Here, the smoke detection sensor includes a light emitting diode and a light receiving diode for receiving light irradiated from the light emitting diode. When the light emitted from the light emitting diode is received by the light receiving diode, due to the smoke existing between the light emitting diode and the light receiving diode The amount of light received by the light receiving diode differs, and the smoke is detected by analyzing the amount of the light. Hereinafter, the smoke is sensed through the light emitting diode and the light receiving diode. However, the present invention is not limited to the above- Various smoke detection sensors such as infrared ray and heat detection can be used, and this also belongs to the present invention.
The step of detecting the smoke generated by the user smoking the cigarette through the smoke sensor of the smart watch and analyzing the smoke and generating the smoking information may be performed by using a smoke sensor provided in the smart watch, Continuously senses smoke.
At this time, when the smoke detection sensor repeatedly detects the cigarette smoke at a period of a cycle time previously stored by the user, it is judged as smoking.
In the case where it is determined that smoking is detected, the cumulative repetition detection number of the detected smoke is converted into a percentage, thereby generating the smoking information. Specifically, the predetermined repetition number threshold section stored in advance by the user is assigned to the cumulative repetition number of detected smoke , And the percentageed value is generated as smoking information.
To describe a specific example, the predetermined repetition count threshold period may be set from 1 to 10 times. More specifically, 20% of the cumulative sensed counts were detected at least once, 40% at the time of 3 or more senses, 60% at 5 or more senses, 80% at 8 or more senses, 100%. ≪ / RTI > However, the present invention is not limited to the above-described repetition count threshold, and various values may be set by a user or an administrator.
In the step of detecting smoking and generating smoking information using the gyro sensor and the distance sensor described above, smoking is detected using the gyro sensor and the distance sensor described above as a critical section that is the same as the predetermined smoking time critical section The method of generating smoking information may also be the same.
Referring to FIG. 2, the user's smoking can be determined in various ways through the pulse wave sensor, the gyro sensor, the smoke sensor, the distance sensor, the GPS communication unit, and the Bluetooth local communication unit, The actual smoking probability can be derived by generating the smoking information through the process of dividing the actual smoking probability by a percentage.
Percentified smoking information generated through each of the above steps can be used to independently determine the percentages calculated at each step.
On the other hand, there may be a step of integrally determining the smoking information generated through the above process. In detail, the percentages of the cigarette information generated in the step of generating the user's cigarette information through the smart watch are re-set as a percentage, and when the value obtained by re-percentage is higher than the pre-stored judgment threshold value,
More specifically, the smoking information obtained in each process is made up of a plurality of percentages, the percentages being calculated by summing a plurality of percentages of each process and then adding the sum of the numbers ) Is divided by the sum of the percentage values to obtain the percentage. Then, if the calculated percentage is higher than the pre-stored judgment threshold, it is judged as smoking.
In addition, when the user is smoking outside the smoking area, since the smoking information generated based on the location information may appear as a percentage of 0%, a significantly lower smoking probability may appear as a result. In order to solve the above problem, a percentage lower than a removal threshold previously stored by a user is removed from a plurality of percentage values of smoking information, and a percentage having a threshold value higher than the removal threshold is removed. Smoking is judged only by percentage. In the present invention, 50% of the removal threshold value stored in advance by the user is used as an example, and the percentage stored in advance by the user is 80%. However, the removal threshold value and the judgment threshold value are not limited to the values of 50% and 80%, but may be stored in various values according to the conditions of the user and the administrator.
Referring to FIG. 1, a smart watch of a smoking detection method using a smart watch according to an embodiment of the present invention includes a control unit for receiving smoking information of a user and determining smoking through received smoking information. In addition, a display unit capable of outputting it to a user may be provided.
In addition, the smart watch includes a pulse wave measuring sensor for generating smoking information by measuring heart rate and oxygen saturation which are changed according to smoking, a gyro sensor for generating smoking information by analyzing the spatial coordinates of the smart watch, A smoke sensor for detecting smoke generated according to smoking of the smoke sensor, a distance sensor for detecting smoker's approach to the user's chest or face to generate smoking information according to smoking, A GPS communication unit for determining whether or not the mobile communication terminal is located in the area coordinates, and a Bluetooth local communication unit for generating smoking information by sensing a smoking area Bluetooth beacon at a location of the user. Here, the GPS communication unit is provided in the smart watch and receives the GPS information. The smart communication unit is equipped with a smart phone and can receive GPS information through the GPS communication unit provided in the smart phone.
It will be apparent to those skilled in the art that the present invention may be embodied in other specific forms without departing from the spirit or essential characteristics thereof.
Claims (11)
Generating smoking information of the user through the smart watch; And
And determining smoking of the user based on the generated smoking information,
The step of generating the user's smoking information through the smart watch comprises:
Generating smoking information by measuring heart rate and oxygen saturation which are changed through the pulse wave measuring sensor;
Analyzing space coordinates of the smart watch through a gyro sensor to generate smoking information; And
And generating smoking information through the location information of the user,
Wherein the step of generating the smoking information by analyzing the space coordinates of the smart watch through the gyro sensor comprises:
Wherein the smart watch continuously measures the spatial coordinate movement of the smart watch through a gyro sensor provided on the smart watch and senses that the smart watch moves to a sensed angle that the user has previously stored on the basis of the elbow,
If the period of the sensed movement is repeatedly sensed at a period of a pre-stored period of time,
Wherein the smoking information is generated by dividing the cumulative number of repeated movements of the detected movements by percentage when the smoker is determined to be smoking.
The step of determining smoking through the location information of the user comprises:
Generating smoking information according to whether the GPS coordinates of the user are located in the GPS coordinates of the smoking area using GPS; or
And generating smoking information according to whether or not a smoking area Bluetooth beacon is detected at the location of the user using Bluetooth.
The step of generating the smoking information according to whether the GPS coordinates of the user is located in the GPS coordinates of the smoking area using the GPS,
The user is continuously measured the coordinates of the user using GPS, and when the measured coordinates of the user are located in the pre-stored smoking zone coordinates,
Wherein the smoking information is generated by dividing the time when the coordinates of the user are located in the pre-stored smoking area coordinates when the user is judged to be smoking.
The step of generating the smoking information according to whether or not the smoking area Bluetooth beacon is detected at the location of the user using the Bluetooth,
The beacon detecting unit continuously detects a smoking zone beacon located near the user using Bluetooth,
When the beacon is detected in the Bluetooth,
Wherein the smoking information is generated by dividing the time during which the smoking area beacon is continuously sensed in the Bluetooth when it is determined to be smoking.
Wherein the step of generating the user's smoking information through the smart watch further comprises the step of generating smoke information by sensing smoke generated due to smoking,
The step of generating smoke information by sensing the smoke generated by the smoking may include:
The smoke sensor is used to continuously detect smoke generated by smoking,
When the period of the sensed smoke is repeatedly sensed at a period of a pre-stored period of time,
Wherein the smoking information is generated by dividing the cumulative number of times of repeated detection of the detected smoke when the smoking is determined as a percentage.
Wherein the step of determining smoking of the user based on the generated smoking information comprises:
Wherein the smoker generates a percentage of the generated smoking information, and determines that the smoker is smoking if the smoothed percentage of the smoker information is greater than or equal to a predetermined percentage.
Wherein the step of determining smoking of the user based on the generated smoking information comprises:
A percentage of the smoking information that is equal to or larger than a removal threshold value stored in advance by the user among the smoothed smoking information, and determines that smoking is performed when the value obtained by dividing the percentage by percentage is greater than or equal to a predetermined threshold value. A method for detecting smoking using a smart watch.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109003412A (en) * | 2018-08-24 | 2018-12-14 | 重庆金康特智能穿戴技术研究院有限公司 | A kind of smartwatch for realizing smog alarm |
| WO2020205812A1 (en) * | 2019-03-29 | 2020-10-08 | Juul Labs, Inc. | Vaporizer devices and accessories with integrated sensors |
| KR20200143992A (en) * | 2019-06-17 | 2020-12-28 | 주식회사 케이티앤지 | Aerosol generating device and operation method thereof |
| WO2024071711A1 (en) * | 2022-09-27 | 2024-04-04 | (주) 로완 | Method and apparatus for managing blood vessels by monitoring smoking |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20050084040A (en) * | 2002-11-28 | 2005-08-26 | 브리티쉬 아메리칸 토바코 (인베스트먼츠) 리미티드 | Smoking behaviour analyser |
| JP2008542833A (en) * | 2005-05-31 | 2008-11-27 | フィリップ・モーリス・プロダクツ・ソシエテ・アノニム | Virtual reality smoking system |
| KR20120080477A (en) | 2011-01-07 | 2012-07-17 | 한상천 | Electronic cigar |
| KR20130044795A (en) * | 2011-10-24 | 2013-05-03 | 유종현 | Device of controlling hand and arms of movements |
| JP2013162975A (en) * | 2012-02-13 | 2013-08-22 | Toyota Motor Corp | Smoking estimation device |
-
2015
- 2015-06-12 KR KR1020150083095A patent/KR101681834B1/en active IP Right Grant
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR20050084040A (en) * | 2002-11-28 | 2005-08-26 | 브리티쉬 아메리칸 토바코 (인베스트먼츠) 리미티드 | Smoking behaviour analyser |
| JP2008542833A (en) * | 2005-05-31 | 2008-11-27 | フィリップ・モーリス・プロダクツ・ソシエテ・アノニム | Virtual reality smoking system |
| KR20120080477A (en) | 2011-01-07 | 2012-07-17 | 한상천 | Electronic cigar |
| KR20130044795A (en) * | 2011-10-24 | 2013-05-03 | 유종현 | Device of controlling hand and arms of movements |
| JP2013162975A (en) * | 2012-02-13 | 2013-08-22 | Toyota Motor Corp | Smoking estimation device |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| WO2020205812A1 (en) * | 2019-03-29 | 2020-10-08 | Juul Labs, Inc. | Vaporizer devices and accessories with integrated sensors |
| KR20200143992A (en) * | 2019-06-17 | 2020-12-28 | 주식회사 케이티앤지 | Aerosol generating device and operation method thereof |
| KR102269645B1 (en) | 2019-06-17 | 2021-06-24 | 주식회사 케이티앤지 | Aerosol generating device and operation method thereof |
| WO2024071711A1 (en) * | 2022-09-27 | 2024-04-04 | (주) 로완 | Method and apparatus for managing blood vessels by monitoring smoking |
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