The entire disclosure of Japanese Patent Application No. 2013-217642, filed Oct. 18, 2013, is expressly incorporated by reference herein.
1. Technical Field
The present invention relates to a movement analysis method, a movement analysis apparatus, and a movement analysis program.
2. Related Art
A movement analysis apparatus is used for analysis of a movement called a swing motion. An inertial sensor is mounted on sporting equipment or an examinee who operates the sporting equipment. The swing motion is visually reproduced based on output of the inertial sensor. As a detailed example of the movement analysis apparatus, for example, a golf swing analysis apparatus which is disclosed in JP-A-2008-73210 may be shown.
In golf, the direction of a struck ball is greatly affected by the direction of a face of a club head at an impact moment. As known, when trying to align the face of the club head by twisting the wrist immediately before the impact, the alignment is delayed and the face is not properly aligned at the impact due to twisting of the wrist, thereby negatively affecting the result of the swing. It is difficult to observe wrist behavior during a golf swing through optical motion capture using a camera or the like, and it is difficult to trace a minute wrist twisting behavior. When minute tracing is performed, it is necessary to use a plurality of high-precision cameras, thereby resulting in a large-scale measurement apparatus. In addition, measurement can be performed only indoor in optical motion capture, in which a camera or the like is used, and thus it is difficult to use the measurement apparatus in a general outdoor driving range.
An amateur golfer imposes a checkpoint for swing by himself/herself for raising a score. A back swing to the top from the address, a downswing to the impact from the top, and a follow swing reaching the finish from the impact are successively performed. Therefore, it is difficult to recognize a checkpoint during the swing. When a swing motion is visually reproduced based on the output of the inertial sensor, it is difficult to see a swing motion at a particular checkpoint of interest within the series of the swing motions. The problem is not limited to golf and is common to other sports, for example, baseball, tennis, and the like.
An advantage of some aspects of the invention is to provide a movement analysis method, a movement analysis apparatus, and a movement analysis program capable of easily displaying a state of a golf club or an arm at a checkpoint visually.
(1) An aspect of the invention provides a movement analysis method including: acquiring and calculating information about movement path of sporting equipment which is being swung and information about a posture of an interest part of the sporting equipment; and outputting and displaying a state of the posture of the interest part of the sporting equipment at a designated checkpoint on the movement path of the sporting equipment.
In the movement analysis method according the aspect of the invention, the checkpoint of the sporting equipment on which a swing motion is performed is designated. For example, the movement path and the posture of the interest part of the sporting equipment are calculated using data which is output from an inertial sensor when the sporting equipment is being swung. Therefore, a position of the checkpoint on the acquired movement path of the sporting equipment may be understood. The posture of the interest part of the sporting equipment at the checkpoint, which is designated on the movement path of the sporting equipment, is displayed. When the posture is used for swing evaluation, it is possible to support the improvement of the movement of an examinee.
(2) In the movement analysis method according the aspect of the invention, the checkpoint may be designated using at least one of positional information and time information of the sporting equipment which is being swung.
Although the checkpoint is designated on the movement path of the sporting equipment, it is possible to designate the checkpoint using the positional information (for example, the same height as the eyes of the examinee or the like) or the time information (for example, time that elapses from the start of backswing or downswing or the like) of the sporting equipment. In the inertial sensor, sampling is performed per unit time and acceleration, angular velocity, and the like are detected. Detected data is managed per unit time (for example, per time or per a sampling counter number). Two-step integration is performed on the amount of change (acceleration) per unit time during, for example, a period of the sampling counter number t=1 to m, and the position of the sporting equipment in the sampling counter number t=m is acquired. The position on the movement path of the sporting equipment and time are compared with the checkpoint, with the result that a point on the movement path which coincides with or is the closest to the checkpoint is specified, and thus a sampling counter number t=m, which corresponds to the point, is specified.
(3) The movement analysis method according the aspect of the invention may further include: acquiring information about a rotation angle which varies around a long axis of a shaft section of the sporting equipment which is being swung; and associating interest part of the sporting equipment in the movement path with information about the rotation angle.
The rotation angle, which is generated around the axis of the shaft section of the sporting equipment at the checkpoint is acquired by performing integration on the angular velocity, which is acquired using the inertial sensor, within a range from an initial rotation angle position to the checkpoint. The rotation angle, which is generated around the axis of the shaft section of the sporting equipment, is an important factor which is associated with the behavior of the wrist and which indicates the direction of a hitting surface (a direction of a face surface in a case of a golf club and a direction of a string surface in a case of a tennis racket) in a case of a hitting equipment. In this manner, it is possible to recognize the behavior of the wrist at the checkpoint as the rotation angle which is generated around the axis of the shaft section of the sporting equipment at the checkpoint. When the rotation angle is used for the swing evaluation, it is possible to support the improvement of the movement of the examinee.
(4) In the movement analysis method according the aspect of the invention, the interest part of the sporting equipment may be the hitting surface. For example, in the case of the hitting equipment such as the golf club, the change during the swing in the direction of the hitting surface, such as the face surface of the club head, is the matter of concern. However, the swing is too rapid to recognize. When the posture of the hitting surface at the checkpoint is displayed, it is possible to effectively check the swing.
(5) The movement analysis method according to the aspect of the invention may further include displaying an object image which shows the interest part in association with the movement path of the sporting equipment.
In this manner, since an object which emulates the sporting equipment is displayed as a matter which shows the posture of the interest part of the sporting equipment at the checkpoint on the swing movement path, it is possible to visually evaluate the checkpoint.
(6) The movement analysis method according to the aspect of the invention may further include displaying a mark which changes direction according to a change in the state of the posture of the interest part of the sporting equipment.
When the mark is displayed, it is possible to display, for example, a wrist twisting state or the change in the angle of the hitting surface as the posture of the interest part of the sporting equipment such that the examinee easily understands the posture.
(7) The movement analysis method according to the aspect of the invention may further include displaying the state of the posture of the interest part in a direction in which an examinee gazes at the interest part of the sporting equipment. When the direction in which the examinee faces the checkpoint from the view point is set to the gaze direction, it is possible to display the posture of the interest part which is viewed from the eyes of the examinee.
(8) In the movement analysis method according the aspect of the invention, the movement path may be calculated based on output of an inertial sensor which is mounted on at least one of the sporting equipment and an examinee.
(9) In the movement analysis method according the aspect of the invention, the rotation angle may be calculated based on output of an inertial sensor which is mounted on the sporting equipment.
(10) Another aspect of the invention provides a movement analysis apparatus including: a designation unit that designates a checkpoint of sporting equipment on which a swing motion is being performed; a first calculation unit that calculates a movement path of the sporting equipment using an output of an inertial sensor; a second calculation unit that calculates a state of a posture of an interest part of the sporting equipment at the checkpoint in the movement path of the sporting equipment; and a display unit that outputs and displays the posture of the interest part of the sporting equipment at the checkpoint.
(11) Still another aspect of the invention provides a movement analysis program causing a computer to perform: acquiring information about movement path of sporting equipment, which is being swung, and information about calculation of a posture of an interest part of the sporting equipment using an output of an inertial sensor; designating a checkpoint in the movement path of the sporting equipment; and outputting and displaying a state of the posture of the interest part of the sporting equipment at the designated checkpoint.
In the movement analysis program according to the aspect, it is possible to cause the computer to perform operations of the movement analysis apparatus according to another aspect. The program may be stored in the movement analysis apparatus from the beginning, may be stored in a storage medium and then installed in the movement analysis apparatus, and may be downloaded in a communication terminal of the movement analysis apparatus from a server through a network.
The invention will be described with reference to the accompanying drawings, wherein like numbers reference like elements.
Hereinafter, an embodiment of the invention will be described with reference to the accompanying drawings. Meanwhile, the embodiment which will be described below does not inappropriately limit the content of the invention described in the appended claims, and all of the configurations, which are described in the embodiment, are not essential for the solution of the invention.
The inertial sensor 12 is attached to a golf club (sporting equipment) 13. The golf club 13 includes a shaft 13a and a grip 13b. The grip 13b is gripped by the hands. The grip 13b is formed on the same axis as the shaft 13a. The tip end of the shaft 13a is coupled with a club head 13c. Preferably, the inertial sensor 12 is attached to the shaft 13a or the grip 13b of the golf club 13. The shaft 13a indicates a bar-shaped portion which includes the grip 13b and reaches the club head 13c. The inertial sensor 12 may be relatively unmovably fixed to the golf club 13. Here, in the attachment of the inertial sensor 12, one detection axis of the inertial sensor 12 is aligned on the axis of the shaft 13a. One more detection axis of the inertial sensor 12 is aligned in a direction of the face (hitting surface) of the club head 13c.
The golf swing analysis apparatus 11 includes an arithmetic processing circuit 14. The inertial sensor 12 is connected to the arithmetic processing circuit 14. In the connection, a predetermined interface circuit 15 is connected to the arithmetic processing circuit 14. The interface circuit 15 may be connected to the inertial sensor 12 in a wired or wireless manner. A detection signal is supplied to the arithmetic processing circuit 14 from the inertial sensor 12.
A storage device 16 is connected to the arithmetic processing circuit 14. For example, a golf swing analysis software program (movement analysis program) 17 and the relative data thereof can be stored in the storage device 16. The arithmetic processing circuit 14 executes the golf swing analysis software program 17 and implements a golf swing analysis method. A Dynamic Random Access Memory (DRAM), a high-capacity storage device unit, a nonvolatile memory, or the like can be included in the storage device 16. For example, the golf swing analysis software program 17 is temporally held in the DRAM when the golf swing analysis method is performed. The golf swing analysis software program 17 and data are held in the high capacity storage device unit such as a Hard Disk Drive (HDD). A relatively small capacity program, such as a Basic Input/Output System (BIOS), or data is stored in the nonvolatile memory.
An image processing circuit 18 is connected to the arithmetic processing circuit 14. The arithmetic processing circuit 14 transmits predetermined image data to the image processing circuit 18. A display device (display unit) 19 is connected to the image processing circuit 18. The image processing circuit 18 is provided with a view coordinate conversion unit 18A. As will be described in detail, the view coordinate conversion unit 18A performs conversion on the viewpoint and gaze direction of an image which is displayed on the display device 19. In the connection, a predetermined interface circuit (not shown in the drawing) is connected to the image processing circuit 18. The image processing circuit 18 transmits an image signal to the display device 19 in accordance with input image data. An image which is specified based on the image signal is displayed on the screen of the display device 19. A liquid crystal display or another flat panel display is used for the display device 19.
A designation unit 20 is connected to the arithmetic processing circuit 14. The designation unit 20 designates the checkpoint of the golf club 13, on which the swing motion is performed, for the arithmetic processing circuit 14. The arithmetic processing circuit 14 calculates the movement path of the interest part of the golf club 13, and calculates a rotation angle which is generated around the axis of the shaft 13a at the checkpoint based on the output of the inertial sensor 12 up to the checkpoint on the movement path. Here, the arithmetic processing circuit 14, the storage device 16, the image processing circuit 18, and the designation unit 20 are provided as, for example, a computer apparatus.
An input device 21 is connected to the arithmetic processing circuit 14 and the designation unit 20. The input device 21 includes at least alphabet keys and numeric keys. Character information or numerical value information is input to the arithmetic processing circuit 14 from the input device 21. The input device 21 may include, for example, a keyboard. The combination of the computer apparatus and the keyboard may be replaced by, for example, a smart phone, a mobile phone terminal, a tablet Personal Computer (PC), or the like.
Here, a checkpoint which is designated by the designation unit 20 may be set based on external input data (for example, data of the height of the examinee) which is input by the input device 21. In addition, the view coordinate conversion unit 18A may be connected to the designation unit 20. If so, the view point can be set based on the data of the height of the examinee and a direction which faces the checkpoint from the viewpoint can be set to the gaze direction.
The arithmetic processing circuit 14 defines a virtual space. The virtual space is formed in a 3-dimensional space. The 3-dimensional space specifies an actual space. As shown in
The 3-dimensional movement analysis model 26 corresponds to a model of the golf club 13 when a swing is performed. The shaft 13a of the golf club 13 is projected as the bar 27 of the pendulum. The grip 13b is projected as the fulcrum 28 of the bar 27. The inertial sensor 12 is fixed to the shaft 13a. The inertial sensor 12 outputs an acceleration signal and an angular velocity signal. In the acceleration signal, an acceleration signal which includes a gravity acceleration g is output.
Similarly, the arithmetic processing circuit 14 fixes a local coordinate system (sensor coordinate system) Σs to the inertial sensor 12. The origin of the local coordinate system Σs is set to the origin of the detection axis of the inertial sensor 12. The Y axis of the local coordinate system Σs coincides with the long axis of the shaft 13a as shown in
αsj=αs+{dot over (ω)}s×lsj+ωs×(ωs×lsj)+g (1)
The swing trace calculation unit 31 calculates the moving velocity of the grip 13b based on the calculated acceleration. Here, an integration process is performed on the acceleration with a prescribed sampling interval dt according to subsequent Expression (2). N indicates the number of samples (hereinafter, the same).
Further, the swing trace calculation unit 31 calculates the position of the grip 13b based on the calculated velocity. Here, the integration process is performed on the velocity with the prescribed sampling interval dt according to subsequent Expression (3).
The swing trace calculation unit 31 specifies the position of the local coordinate system Σs (or the position of the grip 13b) in a virtual 3-dimensional space in advance. When the displacement of the local coordinate system Σs or the displacement of the grip 13b is converted into a coordinate system in the virtual 3-dimensional space, the position of the golf club 13 is specified.
Similarly, the swing trace calculation unit 31 detects the position of the club head 13c according to subsequent Expressions (4) to (6). In the detection of the position, the swing trace calculation unit 31 specifies the position lsh of the club head 13c according to the unique local coordinate system Σs of the inertial sensor 12. In the specification, the swing trace calculation unit 31 acquires the positional information from the storage device 16. The position lsh of the club head 13c is stored in the storage device 16 in advance. The position lsh of the club head 13c may be designated through, for example, the input device 21.
The swing trace calculation unit 31 specifies the position lsh of the club head 13c according to the unique local coordinate system Σs of the inertial sensor 12 as described above, and then converts the position lsh of the club head 13c into the coordinate system in the virtual 3-dimensional space. That is, the position Psh(t) of the club head 13c is shown by coordinates (x, y, z) in the virtual 3-dimensional space shown in
The rotation angle calculation unit 32 is connected to the inertial sensor 12 and the designation unit 20. An output from the inertial sensor 12 is supplied to the rotation angle calculation unit 32. The rotation angle calculation unit 32 detects the rotation angle θm (m=1, . . . , N) of the grip 13b around the axis from the initial position of an angular position “0°” to the checkpoint based on the output of the inertial sensor 12. In the detection, the rotation angle calculation unit 32 integrates the amount of change in the rotation angle per unit time (angular velocity ωn) as shown in subsequent Expression (7).
An integration period in Expression (7) ranges from the initial position n=1 to the checkpoint n=m, and integration is performed on the angular velocity ωn which is output from the inertial sensor (here, a gyro sensor) 12 during the period. In this manner, the rotation angle θn, is calculated at the checkpoint of the grip 13b.
In the detection of the rotation angle θm, at the checkpoint, the rotation angle calculation unit 32 detects the initial position of the grip 13b around the axis of the grip 13b (the same axis of the shaft 13a) based on the output of the inertial sensor 12. In the detection, the rotation angle calculation unit 32 acquires the angular velocity at address around a first detection axis (here, around the y axis) which is parallel to the shaft 13a by the inertial sensor 12. The rotation angle calculation unit 32 sets the acquired angular velocity to an initial value. The angular velocity is not generated around the y axis at address. Therefore, when the grip 13b stops at an angular velocity of “0 (zero)”, the angular position is set to “0° (zero degree)” (=initial position).
The angular velocity ωn is sequentially input to the rotation angle calculation unit 32 from the inertial sensor (gyro sensor) 12. Therefore, a checkpoint is designated to the rotation angle calculation unit 32. If the end of the integration period is acquired, the rotation angle calculation unit 32 can calculate the rotation angle θm of the grip 13b at the checkpoint.
Although the checkpoint can be designated as positional information or time information in the movement path of the golf club 13, a case in which designation is performed using the positional information will be described below.
The position Psh(t) of the club head 13c, which is calculated per the sampling counter number t, is input to the designation unit 20 from the swing trace calculation unit 31. The designation unit 20 determines whether or not the height (z coordinate) of the position Psh(t) of the club head 13c coincides with the checkpoint (height) H1, or acquires the sampling counter number t=m which is the closest value.
In this manner, the designation unit 20 designates the sampling counter number t=m, which corresponds to the checkpoint (height) H1, for the rotation angle calculation unit 32. Based on Expression (7), the rotation angle calculation unit 32 calculates the rotation angle θm which is generated around the axis of the shaft 13a at the checkpoint H1 on the movement path of the club head 13c based on the output (t=1 to m) of the inertial sensor 12 up to the checkpoint H1.
The arithmetic processing circuit 14 includes an image data generation unit 34. The image data generation unit 34 is connected to the swing trace calculation unit 31 and the rotation angle calculation unit 32. An output signal is supplied to the image data generation unit 34 from the swing trace calculation unit 31 and the rotation angle calculation unit 32. The image data generation unit 34 includes a movement trace image generation unit 35, a surface rotation image generation unit 36, and a cube image generation unit 37. The movement trace image generation unit 35 generates images (R1 and R2 shown in
The arithmetic processing circuit 14 includes a drawing unit 38. The drawing unit 38 is connected to the image data generation unit 34. Image data is supplied to the drawing unit 38 from the image data generation unit 34. The drawing unit 38 draws an image which visually displays the movement path of the golf club 13 based on the output signal of the movement trace image generation unit 35, and displays the image on the display device 19. The drawing unit 38 overlaps the face image (object) 41 and the cube image (mark) 42 on the image of the movement path of the golf club 13 for each position. As a result, in the virtual 3-dimensional space, an image which is acquired by associating the movement path of the golf club 13 with the rotation angle of the face and the rotation angle of the cube at the checkpoint and which is visually displayed, is generated.
An operation of the golf swing analysis apparatus 11 will be simply described. First, a golf swing of a golfer is measured. Prior to the measurement, necessary information is input to the arithmetic processing circuit 14 from the input device 21. Here, according to the 3-dimensional movement analysis model 26, the position lsj of the fulcrum 28 according to the local coordinate system Σs and the rotation matrix R0 of an initial posture of the inertial sensor 12 are prompted to be input. In addition, data of the height of the golfer is input to the designation unit 20 from the input device 21. The input information is managed, for example, under a specific identifier. The identifier may identify a specific golfer.
Prior to the measurement, the inertial sensor 12 is attached to the shaft 13a of the golf club 13. The inertial sensor 12 is fixed to the golf club 13 such that relative displacement is not possible. Here, one detection axis of the inertial sensor 12 is aligned on the axis of the shaft 13a. One detection axis of the inertial sensor 12 is aligned in a struck ball direction which is specified as the direction of the face (hitting surface).
Prior to the execution of golf swing, measurement performed by the inertial sensor 12 starts. When a motion starts, the inertial sensor 12 is set to a predetermined position and posture. The position and the posture are specified in a rotation matrix R0 of the initial posture. The inertial sensor 12 continuously measures the acceleration and the angular velocity at a specific sampling interval. The sampling interval prescribes a measurement resolution. The detection signal of the inertial sensor 12 is transmitted to the arithmetic processing circuit 14 in real time. The arithmetic processing circuit 14 receives a signal which specifies the output of the inertial sensor 12.
The golf swing starts from address and reaches the follow-through and the finish through take back, half way back, top to downswing, and impact. If the golf club 13 is swung, the posture of the golf club 13 changes according to a time axis. The inertial sensor 12 outputs the detection signal according to the posture of the golf club 13. At this time, the swing trace calculation unit 31 detects the position of the golf club 13, in particular, the club head 13c based on the output of the inertial sensor 12. The designation unit 20, to which the position of the club head 13c is input from the swing trace calculation unit 31, compares the position and the checkpoint. The designation unit 20 acquires the sampling counter number t=m when the swing trace calculation unit 31 calculates the position corresponding to the checkpoint, and instructs the rotation angle calculation unit 32. The rotation angle calculation unit 32 calculates the angular position of the grip 13b around the axis of the grip 13b at the checkpoint according to Expression (7) based on the output of the inertial sensor 12 up to the checkpoint H1 on the movement path of the club head 13c. The image data generation unit 34 generates 3-dimensional image data (for example, polygon data) which specifies an image of the face and an image of the cube at the checkpoint in association with the movement path of the golf club 13. The drawing unit 38 draws the image of the face 41 and the image of the cube 42 in association with the movement path T of the golf club 13 based on the 3-dimensional image data.
The drawing data is transmitted to the image processing circuit 18, and an image is displayed on the screen of the display device 19 according to the drawing data. The image processing circuit 18 includes a view coordinate conversion unit 18A. The view coordinate conversion unit 18A has a well-known function to perform view coordinate conversion such that an image, viewed from the view point toward the gaze direction, is displayed on the display device 19. For example, the view point is set on the z axis by the absolute reference coordinate system (x, y, z) shown in
In the embodiment, the front image or the side image shown in
The plane 43 of the cube 42 in the image changes the direction according to the rotation of the grip 13b and the shaft 13a. The rotation of the grip 13b, that is, the rotation of the wrist is expressed through the rotation of the plane 43. In this manner, the examinee can clearly grasp the rotation of the wrist at the checkpoint based on the image. The examinee can improve a swing posture according to such a grasp. In particular, the cube 42 reflects the perpendicular three axes of the grip 13b. As a result, the examinee can ideally recognize the behavior of the wrist at the checkpoint clearly.
In the representation of the swing motion, the face 41 at the checkpoint is specified in the image. In this manner, the rotation of the wrist at the checkpoint with the golf club 13 itself is represented. The examinee can visually recognize the behavior of the golf club 13. The examinee can improve the swing posture through the recognition. Meanwhile, the first image and the second image may be displayed in parallel or overlapping on the display device 19. In this manner, it is possible to compare different swings of the same golfer. Further, it is possible to compare the swing of a person with the swing of an advanced learner.
Meanwhile, in the above embodiment, the individual functional block of the arithmetic processing circuit 14 is realized by executing the golf swing analysis software program 17. However, the individual functional block may be realized by hardware without resorting to software processing. In addition, the golf swing analysis apparatus 11 may be applied for analysis of swing of sporting equipment (for example, a tennis racket, a table tennis racket, or a baseball bat) which is gripped and swung by hand. In addition, although the swing trace calculation unit 31 and the rotation angle calculation unit 32 in
Although the embodiment has been described in detail as above, those skilled in the art can easily understand that various modifications are possible without substantially departing from the novelty and advantages of the invention. Therefore, all of such modification examples are included in the scope of the invention. For example, in the specification or drawings, a term, which is described at least once with a different term having wider or synonymous meaning, can be replaced with the different term at any place of the specification or the drawings. In addition, the configurations and operations of the inertial sensor 12, the golf club 13, the arithmetic processing circuit 14, the designation unit 20, the 3-dimensional movement analysis model 26, the swing trace calculation unit 31, the rotation angle calculation unit 32, and the like are not limited to the description of the embodiment, and various modifications are possible. For example, the arithmetic processing circuit 14, the image processing circuit 18, the swing trace calculation unit 31, and the rotation angle calculation unit 32 may be embodied by a single processing unit, such as a central processing unit (CPU), more than one processing unit, or may be embodied by one or more special purpose circuits. The processing units are not limited to CPUs, and may be provided by any other type of processing unit. In addition, it is possible to apply the invention to sports, such as tennis or baseball, in which a swing motion is used, in addition to golf.
Number | Date | Country | Kind |
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2013-217642 | Oct 2013 | JP | national |