WO2015157808A1 - Sports throwing measurement - Google Patents
Sports throwing measurement Download PDFInfo
- Publication number
- WO2015157808A1 WO2015157808A1 PCT/AU2015/000231 AU2015000231W WO2015157808A1 WO 2015157808 A1 WO2015157808 A1 WO 2015157808A1 AU 2015000231 W AU2015000231 W AU 2015000231W WO 2015157808 A1 WO2015157808 A1 WO 2015157808A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- delivery
- run
- velocity
- speed
- data collection
- Prior art date
Links
Classifications
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
- A63B71/00—Games or sports accessories not covered in groups A63B1/00 - A63B69/00
- A63B71/06—Indicating or scoring devices for games or players, or for other sports activities
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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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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/13—Receivers
- G01S19/14—Receivers specially adapted for specific applications
- G01S19/19—Sporting applications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
- G01S19/48—Determining position by combining or switching between position solutions derived from the satellite radio beacon positioning system and position solutions derived from a further system
- G01S19/49—Determining position by combining or switching between position solutions derived from the satellite radio beacon positioning system and position solutions derived from a further system whereby the further system is an inertial position system, e.g. loosely-coupled
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
- G06V40/23—Recognition of whole body movements, e.g. for sport training
Definitions
- This invention relates to a system and software for collecting and analysing data relating to ball throwing for such sports as cricket, baseball and tennis serves. Background to the invention
- USA patent 5419549 provides a system for coaching baseball pitchers which uses a target with impact sensors to locate impact points and spin of the ball and a radar gun is used to measure speed.
- USA patent 5566934 discloses a baseball pitching practice system with a target system and a pitching mat to sense ball release when the pitchers back foot is raised. The time of the two events enables ball speed to be measured.
- USA patent 6079269 measures ball speed by incorporating a miniature radar sensor in a catching glove.
- USA patent 8142267 discloses a system for training baseball pitchers which uses as data capture devices one or more video cameras and motion markers located at movement points on the pitchers body.
- the software uses the data to provide an output that may be compared to a pitch plan.
- USA patents 7715982 and 8036826 disclose a sports data logger for sports which includes accelerometers, gyro scopes and GPS units for collecting sports related statistics.
- USA patent application 20130150121 discloses a software program for a mobile phone that incorporates accelerometers and gyrometers. The user moves the phone to simulate a sports motion such as a golf club or baseball pitch and the software. analyses the movement and provides appropriate content from a database to assist in improving the movement.
- the present invention provides a data collection system which includes a data collection device mounted on the upper torso of the player
- said device including a GPS unit, three dimensional accelerometers, three
- a microprocessor and data store for processing the signals from the GPS unit, three dimensional accelerometers and three dimensional gyroscopes
- microprocessor being programmed to identify and collect signal data to derive one or more of delivery rotation speed, point of release and to derive delivery speed and maintain a count of deliveries and optionally the distance and speed of the player during the act off delivery.
- the preferred parameters of interest are the detection/categorizing of delivery actions, measuring the acceleration velocity and length of the delivery stride (using the inertial sensors in combination), measuring the delivery speed (again calculated by combining rotation and velocity inputs), and the orientation of the limb or torso at the extremes of travel. Orientation may be calculated by combining the accelerometers and gyro using a Kalman filter.
- the device preferably consists of a back mounted unit with inertial sensors, accelerometers measuring 3D acceleration and gyroscopes measuring 3D rotational velocity of the upper torso. There is also a GPS providing velocity from doppler measurements.
- a unit of this kind is described in the applicants USA patent
- the delivery rotation speed is derived using the sum of squares routine from the roll and yaw rotation of the upper torso.
- the delivery is detected by looking for a significant peak in the rotation speed (preferably greater than 500 s).
- the centre of this peak is assumed to be the point of release.
- the algorithm uses the back-foot/coil contact, looking for an upwards acceleration prior to the rotation peak (greater than 4g within 0.1s prior);
- the algorithm checks that the rotation has a strong roll component (roll greater than 2/3 of the yaw);
- the run up distance is calculated by integrating the velocity from the point at which the speed exceeds 1.5 m/s up until the rotation peak.
- the delivery speed is estimated from the forward velocity (GPS) at delivery together with the product of the arm span and the rotational velocity peak (gyroscopes).
- GPS forward velocity
- gyroscopes rotational velocity peak
- the method is also applicable with some variations to other throwing and hitting actions, such as baseball deliveries or tennis serves. For those actions which involve bending of the elbow, it is preferred to measure the inertial parameters (acceleration and rotational velocity) from a unit placed on the forearm or wrist.
- the electronics may be mounted on the arm (preferably near the wrist) in a compression sleeve or sweatband or it may alternatively be a watch if this is allowed in the sport.
- the electronics assembly has a processor; a clock (real time); a battery - preferably rechargeable; accelerometers; gyroscopes; magnetometers; preferably a heart rate measurement device more preferably an optical heart rate device.
- the wireless communications are typically ANT and /or Bluetooth.
- the instrumented sleeve or wristband may also include a button to enable the wearer to input some data.
- the electronic assembly is very small and typically weighs only 3-4 grams. In cricket and tennis the unit may be worn on the main bowling arm or serving arm.
- the device of this arm mounted version of the invention When installed on a compression sleeve the device of this arm mounted version of the invention has the additional and well documented advantages of decreasing injury, muscle soreness and increasing recovery time. Detailed description of the invention
- Figure 1 is a schematic of the data flow from the sensors to derivation of the output parameters
- Figure 2A is a screen shot of a bowling spell during a cricket match
- Figure 2B displays a table of the data relating to figure 2A;
- Figure 3A is a screen shot of a single run up and delivery
- Figure 3B displays a table of the data relating to figure 3A;
- Figure 4 is a screen shot of a few steps during a bowling delivery ;
- Figure 5 illustrates the sensor signals during a cricket bowling delivery.
- the 3 dimensional accelerometers, 3 dimensional gyrometers and the GPS unit are integrated into a device worn on the upper torso.
- a unit of this kind is described in the applicants USA patent 8036826.
- This device also includes wireless transmitters to provide a live feed of data to a coach's computer, for display in various graphical or tabular formats.
- the data from the accelerometers and gyroscopes are combined using a Kalman filter to derive orientation, absolute acceleration and tilt.
- the height of delivery may be derived from the vertical acceleration component.
- the vertical acceleration component and a wavelet filter the foo strikes may be determined.
- the peak detection of vertical acceleration is marked by a significant peak in the rotation speed (preferably greater than 500 s). Preferably, the centre of this peak is assumed to be the point of release.
- the algorithm uses the back-foot/coil contact, looking for an upwards acceleration prior to the rotation peak (greater than 4g within 0.1s prior). The algorithm checks that the rotation has a strong roll component (roll greater than 2/3 of the yaw). This then is used as an indication pf delivery and is used to count each bowling delivery.
- the GPS data is used to derive distance travelled.
- the run up distance is calculated by integrating the velocity from the point at which the speed exceeds 1.5 m/s up until the rotation peak.
- the algorithm checks that the run-up distance is sufficient (greater than 2.5m) and this is used to conform the bowling count..
- the Gyroscope data provides information for determining roll and rotation.
- the acceleration velocity and length of the delivery stride is made using the inertial sensors in combination.
- the delivery speed is calculated by combining rotation and velocity inputs, and the orientation of the limb or torso at the extremes of travel.
- the delivery speed is estimated from the forward velocity (GPS) at delivery together with the product of the arm span and the rotational velocity peak (gyroscopes).
- delivery speed - a running measure of the speed. This represents the delivery speed at the point where the bowling count is incremented on the rotation peak, smooth velocity . - the velocity over time, provides a measure of the bowler's run up velocity
- the data may be
- Figure 2A is a screen shot of data from a match across a bowling spell.
- the automated bowling count is the top graph.
- the six staircase sections for each delivery in each over is shown.
- the delivery speed data and the smooth velocity graphs are shown in the figure 2B and synchronised with the bowling count.
- Figure 3A is a screen shot of a single run up and delivery.
- the run up velocity is continuous , and the run up distance is reset back to zero after the delivery.
- the peak in the middle graph is the estimated delivery speed (in this case about 106 km/h).
- Figure 4 shows just the few steps around a delivery during a training session. This may be synchronized with the video that can be shown next to the graph.
- a cricket delivery consists of several phases.
- the sensor signals during a bowling delivery are shown in Figure 5.
- the 3 dimensions of the accelerometers are shown at top and the gyrometers in the middle.
- the bowler's velocity is shown at the bottom.
- the run-up is characterized by increasing velocity (bottom graph), and periodic vertical accelerations (top graph) of a couple of g with each stride.
- the vertical accelerations reach a peak at the pre-delivery stride.
- the back foot contact converts some of the forward motion into height, and this is characterized by a sharp forward deceleration (top graph centre right).
- the front foot contact occurs with the body more side on, driving the rotation of the body around the back, characterized by sideways and upwards acceleration of several g.
- the outstretched bowling arm comes over the top, the ball is released, characterized by a peak in the rotation (middle graph centre right) of some hundreds of degrees per second.
- the data logger makes use of an STM32F400 series CPU, with a GPS unit to measure triangulated position and doppler velocity at 10Hz, and MPU6000 inertial sensors to measure 3D
- the unit also includes a real time clock, wireless communications, and is battery powered.
- the inertial sensors are calibrated against reference conditions.
- the measurements are used to compute several measures: a count of the number of deliveries, the rotational magnitude of each delivery, the run-up distance of the delivery, an estimated speed of the delivery, and the run-up velocity peak.
- the inertial sensors are preferably measured with 12 bit precision. This is down sampled to a rate of 100Hz after filtering using an IIR filter with a gentle roll-off. Kalman Filter
- the Kalman filter takes the 3D accelerometer and 3D gyroscope measurements at 00Hz and produces an estimate of the unit orientation.
- the system state is modelled as a 3D orientation and 3D rotational velocity.
- the filter is based on Kalman theory, where the state is used to estimate forward in time (predict step), and the difference between this forward estimation and the inputs (the measurement residual) is used to correct the estimation (update step).
- the accelerometer measurements are given a low weighting as measurements of orientation, and the gyroscope measurements are given a high weighting as measurements of rotation.
- the device uses an unscented variation of the Kalman filter, since orientation is not a linear field.
- the predict and update functions are assumed to be non-linear.
- a sampling technique (the unscented transform) is used to select a representative set of points, which are propagated through the predict and update functions so that the mean and covariance of the estimates can be calculated statistically.
- the device uses quaternions to measure rotations, and to express orientations as a rotation from the nominal zero orientation.
- the output of the Kalman filter is an absolute orientation.
- the facing of this orientation will drift over time. This is because without using magnetometers, the only inputs which affect facing, are the gyroscopes and gyroscopes measure rotational velocity rather than orientation.
- the program takes the absolute orientation from the filter and uses it to calculate a rotation that represents the tilt from vertical (ie, ignoring the facing component). This tilt is used to correct the accelerometer measurements, so that they are oriented with respect to the vertical axis, and the gravity component can then be subtracted away.
- the bowling action is primarily characterized by a rotation of more than 500 7s around the upper back. This rotation has components in the coronal plane (around the forward axis) and in the transverse plane (around the up-down axis), with the proportions depending on whether the bowling style is side-on or round-arm.
- a delivery must meet several preferred conditions in order to be counted.
- the rotational magnitude must be greater than 500 7s.
- the rotation in the coronal plane must be at least two thirds of the rotation in the transverse plane.
- the run-up distance must be greater than 2.5 m.
- the rotational magnitude is a measure of the intensity of the bowling action, which may be useful for quantifying stresses on the body. It is calculated from the three gyroscope sensors, as the square root of the sum of squares of the rotational velocities. The peak value is reported. Run-up distance
- This distance is the total distance covered during the run-up prior to the delivery. This distance only begins when the velocity exceeds a predetermined value preferably 1.5 m/s, to exclude measuring the bowler walking to their mark. It is calculated by integrating the GPS doppler velocity over the run-up interval.
- the delivery speed in cricket depends on several factors: the forward motion of the bowler; the rotational velocity of their body in line with their arms; and to a lesser extent on shoulder rotation, elbow rotation, wrist movement, and the angle which the ball leaves the hand.
- This delivery speed can only be estimated, but both of the main factors may be measured.
- the forward velocity uses GPS doppler velocity, and the rotational contribution may be calculated from the rotational magnitude multiplied by the armspan of the bowler. The sum of these gives the estimated delivery speed.
- an estimated delivery speed may be better calculated by a device mounted on the arm, preferably near the forearm or wrist, rather than on the back.
- the velocity at the point of delivery is taken from the GPS doppler velocity at the point of delivery.
- An alternative would be to average this velocity over the 5m or 10m prior to the delivery, which would bring it into line with traditional timing gate methods of calculating this.
- this invention provides a unique means of collating training data and collecting performance data related to ball throwing.
Abstract
Description
Claims
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
AU2015246642A AU2015246642B2 (en) | 2014-04-18 | 2015-04-17 | Sports throwing measurement |
GB1614229.1A GB2544150B (en) | 2014-04-18 | 2015-04-17 | Sports throwing measurement |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
AU2014901437A AU2014901437A0 (en) | 2014-04-18 | Sports throwing measurement | |
AU2014901437 | 2014-04-18 |
Publications (1)
Publication Number | Publication Date |
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WO2015157808A1 true WO2015157808A1 (en) | 2015-10-22 |
Family
ID=54323270
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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PCT/AU2015/000231 WO2015157808A1 (en) | 2014-04-18 | 2015-04-17 | Sports throwing measurement |
Country Status (3)
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AU (1) | AU2015246642B2 (en) |
GB (1) | GB2544150B (en) |
WO (1) | WO2015157808A1 (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
SE1950724A1 (en) * | 2019-06-14 | 2020-12-15 | Sport & Health Sensors Sweden AB | System for analyzing movement in sport |
US11497964B1 (en) | 2015-09-17 | 2022-11-15 | Canary Medical Switzerland Ag | Devices, systems and methods for using and monitoring sports equipment and sports activities |
Citations (4)
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US20110165998A1 (en) * | 2010-01-07 | 2011-07-07 | Perception Digital Limited | Method For Monitoring Exercise, And Apparatus And System Thereof |
US8460001B1 (en) * | 2011-04-14 | 2013-06-11 | Thomas C. Chuang | Athletic performance monitoring with overstride detection |
WO2013142085A1 (en) * | 2012-03-23 | 2013-09-26 | Li Man On | Methods, systems, and devices for collecting and analyzing movement data of an athlete |
EP2703932A1 (en) * | 2012-08-28 | 2014-03-05 | SimpliFlow GmbH | Personal communication device for managing individual fitness training |
-
2015
- 2015-04-17 WO PCT/AU2015/000231 patent/WO2015157808A1/en active Application Filing
- 2015-04-17 GB GB1614229.1A patent/GB2544150B/en active Active
- 2015-04-17 AU AU2015246642A patent/AU2015246642B2/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
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US20110165998A1 (en) * | 2010-01-07 | 2011-07-07 | Perception Digital Limited | Method For Monitoring Exercise, And Apparatus And System Thereof |
US8460001B1 (en) * | 2011-04-14 | 2013-06-11 | Thomas C. Chuang | Athletic performance monitoring with overstride detection |
WO2013142085A1 (en) * | 2012-03-23 | 2013-09-26 | Li Man On | Methods, systems, and devices for collecting and analyzing movement data of an athlete |
EP2703932A1 (en) * | 2012-08-28 | 2014-03-05 | SimpliFlow GmbH | Personal communication device for managing individual fitness training |
Non-Patent Citations (2)
Title |
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AHMADI, A. ET AL.: "Technology to monitor and enhance the performance of a tennis player.", DIGITAL SPORT FOR PERFORMANCE ENHANCEMENT AND COMPETITIVE EVOLUTION: INTELLIGENT GAMING TECHNOLOGY, 2009, pages 101 - 121 * |
ROWLANDS, D. ET AL.: "Bowler analysis in cricket using centre of mass inertial monitoring.", SPORTS TECHNOLOGY, vol. 2, no. 1-2, 2009, pages 39 - 42, XP055233302, ISSN: 1934-6182 * |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11497964B1 (en) | 2015-09-17 | 2022-11-15 | Canary Medical Switzerland Ag | Devices, systems and methods for using and monitoring sports equipment and sports activities |
SE1950724A1 (en) * | 2019-06-14 | 2020-12-15 | Sport & Health Sensors Sweden AB | System for analyzing movement in sport |
SE543581C2 (en) * | 2019-06-14 | 2021-04-06 | Sport & Health Sensors Sweden AB | System for analyzing movement in sport |
Also Published As
Publication number | Publication date |
---|---|
AU2015246642A1 (en) | 2016-09-08 |
GB2544150A (en) | 2017-05-10 |
AU2015246642B2 (en) | 2017-06-29 |
GB2544150B (en) | 2020-06-24 |
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