FR3091606B1 - A method of interaction and an interactive system of a smart watch - Google Patents
A method of interaction and an interactive system of a smart watch Download PDFInfo
- Publication number
- FR3091606B1 FR3091606B1 FR1904179A FR1904179A FR3091606B1 FR 3091606 B1 FR3091606 B1 FR 3091606B1 FR 1904179 A FR1904179 A FR 1904179A FR 1904179 A FR1904179 A FR 1904179A FR 3091606 B1 FR3091606 B1 FR 3091606B1
- Authority
- FR
- France
- Prior art keywords
- vibration signals
- smart watch
- interaction
- identification
- watches
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Links
- 230000003993 interaction Effects 0.000 title abstract 5
- 238000000034 method Methods 0.000 title abstract 4
- 230000002452 interceptive effect Effects 0.000 title abstract 2
- 238000001514 detection method Methods 0.000 abstract 2
- 238000010801 machine learning Methods 0.000 abstract 1
- 238000007781 pre-processing Methods 0.000 abstract 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/16—Constructional details or arrangements
- G06F1/1613—Constructional details or arrangements for portable computers
- G06F1/163—Wearable computers, e.g. on a belt
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24147—Distances to closest patterns, e.g. nearest neighbour classification
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
- G06F3/014—Hand-worn input/output arrangements, e.g. data gloves
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Computer Hardware Design (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Human Computer Interaction (AREA)
- Data Mining & Analysis (AREA)
- Life Sciences & Earth Sciences (AREA)
- Artificial Intelligence (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- User Interface Of Digital Computer (AREA)
- Telephone Function (AREA)
- Electric Clocks (AREA)
Abstract
Un procédé d'interaction et un système interactif d’une montre intelligente La présente invention décrit un procédé d'interaction d’une montre intelligente comprenant les étapes suivantes: S1. transmettre des signaux de vibration basés sur un corps humain, et collecte les signaux de vibration d'un accéléromètre et d'un gyroscope d'une montre intelligente; S2. identification des signaux de vibration avec un algorithme de détection d’anomalie; S3. prétraitement des signaux de vibration et application d’un algorithme amélioré par la méthode des K plus proches voisins pour classifier et identifier les signaux de vibration; S4. analyse le retour d’un utilisateur, et application d’ajustement à temps opportun pour conserver précision d’identification. En outre, l'invention décrit un système d'interaction d'une montre intelligente, comprenant un module de détection de signal, un module d’identification et de classification, et un module de retour en temps réel. Les signaux de vibration sont transmis en fonction du corps humain, les parties du corps sont utilisées comme écran virtuel et l'algorithme d'apprentissage automatique amélioré est combiné, ce qui élargit les moyens d'interaction des montres et améliore l'expérience de l'utilisateur. Le procédé d'interaction de la présente invention est nouveau et intéressant, et capable de répondre aux demandes des utilisateurs et d'être largement utilisé dans la saisie de texte et les jeux vidéo sur des montres, ect. (Fig. 1)An interaction method and an interactive system of a smart watch The present invention describes a method of interacting a smart watch comprising the following steps: S1. transmitting vibration signals based on a human body, and collecting vibration signals from an accelerometer and a gyroscope of a smart watch; S2. identification of vibration signals with an anomaly detection algorithm; S3. preprocessing the vibration signals and applying an improved K nearest neighbor algorithm to classify and identify the vibration signals; S4. analyzes user feedback, and applies timely adjustment to maintain identification accuracy. Further, the invention describes an interaction system of a smart watch, comprising a signal detection module, an identification and classification module, and a real-time feedback module. The vibration signals are transmitted according to the human body, the body parts are used as a virtual screen, and the improved machine learning algorithm is combined, which expands the ways of interaction of watches and improves the experience of l 'user. The interaction method of the present invention is new and interesting, and capable of meeting user demands and being widely used in text input and video games on watches, ect. (Fig. 1)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910013634.3A CN109840480B (en) | 2019-01-04 | 2019-01-04 | Interaction method and interaction system of smart watch |
| CN201910013634.3 | 2019-01-04 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| FR3091606A1 FR3091606A1 (en) | 2020-07-10 |
| FR3091606B1 true FR3091606B1 (en) | 2021-09-24 |
Family
ID=66476790
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| FR1904179A Active FR3091606B1 (en) | 2019-01-04 | 2019-04-19 | A method of interaction and an interactive system of a smart watch |
Country Status (3)
| Country | Link |
|---|---|
| CN (1) | CN109840480B (en) |
| FR (1) | FR3091606B1 (en) |
| NL (1) | NL2022916B1 (en) |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110169723A (en) * | 2019-06-27 | 2019-08-27 | 九阳股份有限公司 | A kind of food processor |
| CN111221420B (en) * | 2020-01-13 | 2021-07-30 | 深圳大学 | 2D movement track identification method and system based on smart watch |
| CN111752388A (en) * | 2020-06-19 | 2020-10-09 | 深圳振科智能科技有限公司 | Application control method, device, equipment and storage medium |
| CN113741703A (en) * | 2021-11-08 | 2021-12-03 | 广东粤港澳大湾区硬科技创新研究院 | Non-contact intelligent earphone or glasses interaction method |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105810214B (en) * | 2014-12-31 | 2019-11-05 | 展讯通信（上海）有限公司 | Voice-activation detecting method and device |
| EP3065043A1 (en) * | 2015-03-02 | 2016-09-07 | Nxp B.V. | Mobile device |
| CN107300971B (en) * | 2017-06-09 | 2019-04-02 | 深圳大学 | The intelligent input method and system propagated based on osteoacusis vibration signal |
-
2019
- 2019-01-04 CN CN201910013634.3A patent/CN109840480B/en active Active
- 2019-04-10 NL NL2022916A patent/NL2022916B1/en active
- 2019-04-19 FR FR1904179A patent/FR3091606B1/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| NL2022916B1 (en) | 2020-01-31 |
| FR3091606A1 (en) | 2020-07-10 |
| CN109840480B (en) | 2021-08-13 |
| CN109840480A (en) | 2019-06-04 |
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