CN106310609B - A kind of analysis method and device of badminton - Google Patents
A kind of analysis method and device of badminton Download PDFInfo
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- CN106310609B CN106310609B CN201610872048.0A CN201610872048A CN106310609B CN 106310609 B CN106310609 B CN 106310609B CN 201610872048 A CN201610872048 A CN 201610872048A CN 106310609 B CN106310609 B CN 106310609B
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Classifications
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
- A63B24/0003—Analysing the course of a movement or motion sequences during an exercise or trainings sequence, e.g. swing for golf or tennis
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
- A63B24/0062—Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
- A63B24/0087—Electric or electronic controls for exercising apparatus of groups A63B21/00 - A63B23/00, e.g. controlling load
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B69/00—Training appliances or apparatus for special sports
- A63B69/0017—Training appliances or apparatus for special sports for badminton
Abstract
The embodiment of the invention discloses a kind of analysis method of badminton and devices.This method comprises: determining practical batting type belonging to shot information according to deliberate action information;According to user movement state, batting reference direction and the practical batting type, shuttlecock ball-hitting quality is analyzed.Through the above technical solutions, realize the comprehensive analysis of shuttlecock ball-hitting quality, so as to judge batting type used in user whether suitable and/or shot whether standard so that the analysis of badminton is more accurate.
Description
Technical field
The present embodiments relate to the information processing technology more particularly to the analysis methods and device of a kind of badminton.
Background technique
In badminton, with the continuous expansion of its peripheral equipment, identifies and analyze badminton skill and have become plumage
Important interactive application in ball top movement.
Badminton skill identifies the tracking and identification with analysis primarily directed to shuttlecock shot at present, by being based on
The identification technology of image/video or sensor-based identification technology can know dynamics, speed and the ball that sportsman bats every time
The motion profile etc. of bat, and then identify the batting type of sportsman, for example high ball, chop the chop or smash.But it only obtains and hits
Ball type, analyze corresponding shot whether standard, can not judge that sportsman taken hits in some specific applications
Whether ball type is suitable, and the technology of playing ball of oneself is analyzed and improved to be unfavorable for badminton player.
Summary of the invention
The embodiment of the present invention provides the analysis method and device of a kind of badminton, to realize shuttlecock ball-hitting quality
Analysis, so as to judge used in user batting type whether suitable and/or shot whether standard so that badminton
Analysis it is more accurate.
In a first aspect, the embodiment of the invention provides a kind of analysis methods of badminton, comprising the following steps:
According to deliberate action information, practical batting type belonging to shot information is determined;
According to user movement state, batting reference direction and the practical batting type, shuttlecock ball-hitting quality is carried out
Analysis.
Optionally, according to deliberate action information, determine that practical batting type belonging to shot information includes:
Obtain the shot information;
The shot information is matched with the deliberate action information, is determined belonging to the shot information
Practical batting type.
Optionally, according to user movement state, batting reference direction and the practical batting type, to shuttlecock batting matter
Amount carries out analysis
According to the user movement state, the batting reference direction and default batting template types, determine that standard is batted
Type;
According to standard batting type and the practical batting type, determine whether the practical batting type is accurate.
Optionally, after whether the determination practical batting type is accurate, comprising:
If the practical batting type is accurate, according to the shot information, the deliberate action information and preset
Action message discrepancy threshold, determine shuttlecock shot whether standard.
Wherein, user movement state includes the direction of motion and motion step type of user, and batting reference direction is foundation
The input information of user determines, or passes through geomagnetic sensors detection.
Second aspect, the embodiment of the invention also provides a kind of analytical equipment of badminton, which includes:
Practical batting determination type module, for determining reality belonging to shot information according to deliberate action information
Batting type;
Ball-hitting quality analysis module is used for according to user movement state, batting reference direction and the practical batting type,
Shuttlecock ball-hitting quality is analyzed.
Optionally, practical batting determination type module is specifically used for:
Obtain the shot information;
The shot information is matched with the deliberate action information, is determined belonging to the shot information
Practical batting type.
Optionally, ball-hitting quality analysis module includes:
Standard bat type determination module, for according to the user movement state, the batting reference direction and in advance
If batting template types, standard batting type is determined;
Practical batting type analysis submodule, be used to bat according to the standard type and the practical batting type, really
Whether the fixed practical batting type is accurate.
Optionally, ball-hitting quality analysis module further include:
Shot analyzes submodule, is used for after whether the determination practical batting type is accurate, if described
Practical batting type is accurate, then according to the shot information, the deliberate action information and deliberate action information gap threshold
Value, determine shuttlecock shot whether standard.
Wherein, user movement state includes the direction of motion and motion step type of user, and batting reference direction is foundation
The input information of user determines, or passes through geomagnetic sensors detection.
The embodiment of the present invention by obtain the practical type of batting of user, according to user movement state, batting reference direction and
The practical type of batting of user analyzes shuttlecock ball-hitting quality, so as to judge whether batting type used in user is suitable
And/or shot whether standard so that the analysis of badminton is more accurate.
Detailed description of the invention
Fig. 1 is the flow chart of the analysis method of one of the embodiment of the present invention one badminton;
Fig. 2 is the flow chart of the analysis method of one of the embodiment of the present invention two badminton;
Fig. 3 is user movement state and batting reference direction schematic diagram in the embodiment of the present invention two;
Fig. 4 is the structural schematic diagram of the analytical equipment of one of the embodiment of the present invention three badminton.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limiting the invention.It also should be noted that in order to just
Only the parts related to the present invention are shown in description, attached drawing rather than entire infrastructure.
Embodiment one
Fig. 1 is a kind of flow chart of the analysis method for badminton that the embodiment of the present invention one provides, and the present embodiment can
Suitable for the supplemental training of badminton, this method can be executed by the analytical equipment of badminton, which can be with
It is realized by the mode of software and/or hardware, which can integrate in wearable smart machine, such as typically intelligent hand
Table and Intelligent bracelet etc..Specifically comprise the following steps:
S110, foundation deliberate action information, determine practical batting type belonging to shot information.
Wherein, deliberate action information is the shot information of standard corresponding to every kind of shuttlecock batting type.Batting
Action message is user's square stance quantitative data acted used, for example, can be strength used in user's square stance,
It swings the bat the data such as direction and track of swinging the bat.Batting type is the technique classification classification for the ball that user hits in badminton, example
It such as can be high ball, chop the chop, smash and toe lift.Practical batting type is the ball institute that user actually hits in badminton
The batting type of category.
Specifically, according to the deliberate action information in wearable smart machine, judge the shot letter of user's square stance
Batting type belonging to breath determines the practical batting type that user is batted.
Illustratively, according to deliberate action information, determine that practical batting type belonging to shot information includes:
Obtain the shot information;
The shot information is matched with the deliberate action information, is determined belonging to the shot information
Practical batting type.
Wherein, shot information can be passed by such as acceleration transducer, gyroscope in wearable smart machine
The action sensors such as sensor or geomagnetic sensor obtain.
S120, type of batting according to user movement state, batting reference direction and the reality, to shuttlecock ball-hitting quality
It is analyzed.
Wherein, user movement state is the motion conditions of the user itself in badminton, such as can be user certainly
The movement step of the leap of big step or frequent short steps etc. that the direction of body movement, the distance of movement and user use during exercise
Cut down type etc..The user movement state can be detected by the action sensor in wearable smart machine, can also pass through record
As equipment records.Illustratively, user movement state includes the direction of motion and motion step type of user.
Batting reference direction is the direction in badminton from striker to receiver, can be used as badminton
The reference direction in middle user movement direction, convenient for the analysis of badminton.Illustratively, batting reference direction is according to user
Input information determine, or pass through geomagnetic sensors detection.That is, user can voluntarily input the side that user itself arrives receiver
To, or pass through user wear wearable smart machine in geomagnetic sensors detection.Such as it can be and sensed using earth magnetism
Device obtains magnetic direction, and then user sets an angle relative to magnetic direction to the direction of receiver according to itself, obtains
A new direction is obtained, is batting reference direction by the new direction definition;Either magnetic direction is obtained in geomagnetic sensor
Afterwards, user moves along straight line to receiver direction, and geomagnetic sensor can obtain user movement direction at this time, by the direction of motion
It is defined as batting reference direction.Shuttlecock ball-hitting quality is the comprehensive quality that user is batted in badminton, such as can
To be the quality of shot or the quality etc. of batting strategy, for example, batting used in user movement whether standard either
Whether batting type selected by user is accurate etc. under the present situation.
Specifically, determine user it is practical bat type and then obtain badminton during user movement shape
State and the batting reference direction of user, can be to the specific of user movement according to the user movement state and batting reference direction
Situation is analyzed, and then combines the practical type of batting of user, carries out comprehensive analysis to the ball-hitting quality of user.
The technical solution of the present embodiment determines the practical class of batting of user by shot information and deliberate action information
Type, then according to the practical type of batting of the user, user movement state and batting reference direction, realize and bat to user's shuttlecock
The comprehensive analysis of quality, so as to judge used in user batting type whether suitable and/or shot whether standard so that
The analysis of badminton is more accurate.
Embodiment two
Fig. 2 exists to a kind of flow chart of the analysis method of badminton provided by Embodiment 2 of the present invention, the present embodiment
On the basis of above-described embodiment, a upper embodiment is illustrated and optimized, wherein same as the previously described embodiments or phase
Details are not described herein for the explanation for the term answered, and only describes the distinctive points of the present embodiment and above-described embodiment.Below with reference to Fig. 2 to this
The analysis method for the badminton that inventive embodiments two provide is illustrated, and the method for the present embodiment includes:
S210, foundation deliberate action information, determine practical batting type belonging to shot information.
S220, according to the user movement state, the batting reference direction and default batting template types, determine standard
Batting type.
Wherein, presetting batting template types is every kind of shuttlecock batting type and its digital information for being applicable in situation.Mark
Quasi- batting type is batting type belonging to the ball for the standard that ought to be hit under the concrete condition of current kinetic.
Specifically, according to the user movement state and batting reference direction obtained in step S120, the user movement is determined
Relationship between state and batting reference direction determines the concrete condition of user's current kinetic, then by the concrete condition and in advance
If batting template types compare matching, determine user should accepted standard batting type, that is, determine standard batting class
Type.Such as user movement state is in Fig. 3: under standing state, right crus of diaphragm moves back user to left back, walks out the first paces 320, left
Foot is moved back to left back, walks out the second paces 330, and right crus of diaphragm is then moved back to left back, is walked out third paces 340, is batted later
Movement.Comprehensive first paces 320, the second paces 330 and third paces 340, user is relative to batting reference direction 310 to walk greatly
Left back setback of the paces of leap to court, it can thus be appreciated that the ball that user is connected to should be one apart from farther away
Cross-court pass, and user is front towards ball.According to default batting template types it is found that the hitting point of user should select at this time
The position in upper front overhead, and standard batting type should be that straight line high ball is hit on the crown, diagonal high ball is hit on the crown, the crown is hung directly
Thread ball, the crown hang crosscourt shot or crown smash.
Whether S230, type of batting according to the standard and the practical batting type, determine the practical batting type
Accurately.
Specifically, after obtaining practical batting type and standard batting type, standard batting type and user is real
Border batting type compares matching, to judge whether shot used in user is accurate.Still by taking the concrete condition of Fig. 3 as an example,
The standard batting type determined in step S220 is that straight line high ball is hit on the crown, diagonal high ball is hit on the crown, straight shot is hung on the crown, the crown
Hang crosscourt shot or crown smash.If the practical type of batting of the user determined in step 220 is that straight line high ball, head are hit in the crown
Diagonal high ball is hit on top, straight shot is hung on the crown, crosscourt shot is hung on the crown or one of crown smash, then the use can be determined
The practical batting type that family uses is accurate.If the practical type of batting of user determined in step 220 is not above-mentioned standard batting
Any one of type, but backhand lob or flat pumping, then determining that the practical batting type inaccuracy that the user uses.
Optionally, after determining whether the practical batting type is accurate, if the practical batting type is accurate, according to
According to the shot information, the deliberate action information and deliberate action information gap threshold value, shuttlecock shot is determined
Whether standard.
Wherein, deliberate action information gap threshold value is existing difference between preset different shuttlecock shot information
Maximum different value.
Specifically, whether step S230 accurately judges practical batting type, if a determination be made that the reality of user
Border batting type is accurate, then on this basis, further comparing the shot information of the practical square stance of user and presetting and move
Make information, difference value between the two is obtained, and the difference value is compared with deliberate action information gap threshold value, with determination
Shuttlecock shot used in user whether standard.If the shot information of the practical square stance of user and deliberate action information
Between difference value be greater than deliberate action information gap threshold value, it is determined that shuttlecock shot used in user is nonstandard.Conversely,
Determine shuttlecock shot standard used in user.The advantages of this arrangement are as follows can be determining the practical type of batting of user
It is no accurately on the basis of, further determine that shuttlecock shot used in user whether standard, shuttlecock is hit more fully hereinafter
Ball quality is analyzed, so that the analysis of badminton is more accurate.
It should be understood that determining whether the scheme of standard can also hit without user is practical shuttlecock shot
Whether ball type is implemented in the case where accurately judging.In such a case, it is possible to straight after obtaining user's shot information
Connect whether standard judges to shuttlecock shot, it, can be more rapidly without obtaining subsequent all multi informations again
Realize the analysis of shuttlecock ball-hitting quality.
The technical solution of the present embodiment, by determining practical type of batting, according to user movement state, batting reference direction
And default batting template types determine standard batting type, and analyze practical batting type and standard batting type, from
And determine whether practical batting type is accurate, it realizes and whether shuttlecock shot used in user is suitably judged, make plumage
The analysis of ball top movement is more accurate.
Embodiment three
Fig. 4 is a kind of structural schematic diagram of the analytical equipment for badminton that the embodiment of the present invention three provides, the device
It may include: practical batting determination type module 410, for determining belonging to shot information according to deliberate action information
Practical batting type;Ball-hitting quality analysis module 420, for according to user movement state, batting reference direction and the reality
Batting type, analyzes shuttlecock ball-hitting quality.
Optionally, practical batting determination type module 410 is specifically used for:
Obtain the shot information;
The shot information is matched with the deliberate action information, is determined belonging to the shot information
Practical batting type.
Optionally, ball-hitting quality analysis module 420 includes:
Standard batting type determination module 421, for according to the user movement state and the batting reference direction
And default batting template types, determine standard batting type;
Practical batting type analysis submodule 422, be used to bat according to the standard type and the practical batting type,
Determine whether the practical batting type is accurate.
Optionally, ball-hitting quality analysis module 420 further include:
Shot analyzes submodule 423, is used for after whether the determination practical batting type is accurate, if institute
It is accurate to state practical batting type, then according to the shot information, the deliberate action information and deliberate action information gap
Threshold value, determine shuttlecock shot whether standard.
Wherein, user movement state includes the direction of motion and motion step type of user, and batting reference direction is foundation
The input information of user determines, or passes through geomagnetic sensors detection.
The analytical equipment of three a kind of badminton through the embodiment of the present invention realizes point of shuttlecock ball-hitting quality
Analysis, so that the analysis of badminton is more accurate.
The analytical equipment of badminton provided by the embodiment of the present invention can be performed any embodiment of that present invention and be provided
Badminton analysis method, have the corresponding functional module of execution method and beneficial effect.
Note that the above is only a better embodiment of the present invention and the applied technical principle.It will be appreciated by those skilled in the art that
The invention is not limited to the specific embodiments described herein, be able to carry out for a person skilled in the art it is various it is apparent variation,
It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being carried out by above embodiments to the present invention
It is described in further detail, but the present invention is not limited to the above embodiments only, without departing from the inventive concept, also
It may include more other equivalent embodiments, and the scope of the invention is determined by the scope of the appended claims.
Claims (10)
1. a kind of analysis method of badminton characterized by comprising
According to deliberate action information, practical batting type belonging to shot information is determined;
According to user movement state, batting reference direction and the practical batting type, shuttlecock ball-hitting quality is analyzed,
Wherein, the user movement state includes the direction of motion and motion step type of user.
2. the method according to claim 1, wherein the foundation deliberate action information, determines that shot is believed
Practical batting type belonging to breath, comprising:
Obtain the shot information;
The shot information is matched with the deliberate action information, determines reality belonging to the shot information
Border batting type.
3. the method according to claim 1, wherein it is described according to user movement state, batting reference direction and
The practical batting type, analyzes shuttlecock ball-hitting quality, comprising:
According to the user movement state, the batting reference direction and default batting template types, standard batting type is determined;
According to standard batting type and the practical batting type, determine whether the practical batting type is accurate.
4. according to the method described in claim 3, it is characterized in that, the determination practical batting type it is whether accurate it
Afterwards, comprising:
If the practical batting type is accurate, according to the shot information, the deliberate action information and deliberate action
Information gap threshold value, determine shuttlecock shot whether standard.
5. method according to claim 1-4, which is characterized in that the batting reference direction is according to user
It inputs information to determine, or passes through geomagnetic sensors detection.
6. a kind of analytical equipment of badminton characterized by comprising
Practical batting determination type module, for determining practical batting belonging to shot information according to deliberate action information
Type;
Ball-hitting quality analysis module, for foundation user movement state, batting reference direction and the practical batting type, to plumage
Ball top ball-hitting quality is analyzed, wherein the user movement state includes the direction of motion and motion step type of user.
7. device according to claim 6, which is characterized in that the practical batting determination type module is specifically used for:
Obtain the shot information;
The shot information is matched with the deliberate action information, determines reality belonging to the shot information
Border batting type.
8. device according to claim 6, which is characterized in that the ball-hitting quality analysis module includes:
Standard bat type determination module, for according to the user movement state, the batting reference direction and preset hit
Ball type template determines standard batting type;
Practical batting type analysis submodule, for determining institute according to standard batting type and the practical batting type
Whether accurate state practical batting type.
9. device according to claim 8, which is characterized in that the ball-hitting quality analysis module further include:
Shot analyzes submodule, is used for after whether the determination practical batting type is accurate, if the reality
Type of batting is accurate, then according to the shot information, the deliberate action information and deliberate action information gap threshold value, really
Determine shuttlecock shot whether standard.
10. according to the described in any item devices of claim 6-9, which is characterized in that the batting reference direction is according to user
Input information determine, or pass through geomagnetic sensors detection.
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CN108479031A (en) * | 2018-06-11 | 2018-09-04 | 四川长虹网络科技有限责任公司 | Intelligent racket ancillary equipment, intelligent racket and intelligent sphere shooting system |
CN114259720B (en) * | 2020-09-15 | 2022-10-18 | 荣耀终端有限公司 | Action recognition method and device, terminal equipment and motion monitoring system |
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CN103372298A (en) * | 2012-04-13 | 2013-10-30 | 阿迪达斯股份公司 | Athletic activity monitoring methods and systems |
CN103721393A (en) * | 2012-10-12 | 2014-04-16 | 邓禄普体育用品株式会社 | Tennis swing analyzing device and method |
CN105148464A (en) * | 2015-10-14 | 2015-12-16 | 上海斐讯数据通信技术有限公司 | Shuttlecock, mobile terminal and shuttlecock racket swinging control method |
CN105512621A (en) * | 2015-11-30 | 2016-04-20 | 华南理工大学 | Kinect-based badminton motion guidance system |
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US9597554B2 (en) * | 2013-08-07 | 2017-03-21 | Wilson Sporting Goods Co. | Racquet hit notification |
CN105617638B (en) * | 2015-12-25 | 2019-04-05 | 深圳市酷浪云计算有限公司 | Badminton racket swing action identification method and device |
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CN103372298A (en) * | 2012-04-13 | 2013-10-30 | 阿迪达斯股份公司 | Athletic activity monitoring methods and systems |
CN103721393A (en) * | 2012-10-12 | 2014-04-16 | 邓禄普体育用品株式会社 | Tennis swing analyzing device and method |
CN105148464A (en) * | 2015-10-14 | 2015-12-16 | 上海斐讯数据通信技术有限公司 | Shuttlecock, mobile terminal and shuttlecock racket swinging control method |
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