System and Method for Multifunctional Racket Performance Training
The present invention relates to a system and method of processing sensor data for users to learn about their tennis game, wherein a sensor chip is embedded in a tennis racket shaft/frame and transmits sensor data to a software application installed in an electronic device. In one embodiment, a sensor chip includes 3-axis accelerometer, a 3-axis gyroscope, and a pressure sensor to collect sensor data and a wireless transmitter wirelessly transmits the sensor data to the performance tracking software application. The application processes the data and generates graphical and textual representations of at least swing speed, swing type, and stroke number (i.e., count). In some embodiments, comparison with threshold data is performed and recommendations and/or training plans are generated.
The present application claims priority to, and the benefit of, U.S. Provisional Application No. 63/333,200, which was filed on Apr. 21, 2022 and is incorporated herein by reference in its entirety.
FIELD OF THE INVENTIONThe present invention relates generally to the field of racket sports and performance monitoring. More specifically, the present invention relates to a novel multifunctional racket performance tracking system enabling individuals to track, record, and receive information about their game play. The system uses a lightweight sensor chip embedded in a tennis racket shaft/frame for measuring performance parameters and a software application for analyzing and viewing the statistical data about the game. The system can be used by all types of, for example, tennis players and trainers. Accordingly, the present disclosure makes specific reference thereto. Nonetheless, it is to be appreciated that aspects of the present invention are also equally applicable to other like applications, rackets, paddles, devices, and methods of manufacture.
BACKGROUNDBy way of background and as one exemplary application, tennis is a ball and racket sport popular in many countries and is played either individually against a single opponent (singles) or between two teams of two players each (doubles). For playing the game, each player uses a tennis racket that is strung with cord or catgut to strike a hollow rubber ball covered with felt over or around a net and into the opponent's court. In recent years, popularity of tennis has increased, and particularly, the growth rate of sports in young individuals has substantially. Individuals love playing tennis both amateurly and professionally and want to obtain training in the best possible manner. Further, individuals want to learn more about their game while seeking new and different ways to improve their game.
Conventionally, players and trainers use video analysis that includes analysis of high-speed motion for analyzing performance and ways to improve. Such video analysis may include digital optical analysis, video analytics, and more. Video analysis depends on the videos recorded by various cameras positioned on the field and it requires a lot of computation and manual analysis to determine current performance of a player. Further, conventional methods and techniques are not effective in measuring and displaying real time striking, motion, and movement information of a racket and a player. Many times, players and trainers want the information that is obtained from racket swing speed, swing type, swing numbers, and more, which is not possible with conventional sports training techniques.
In tennis, especially, it is more difficult for a player to receive feedback about his or her performance as conventional techniques may make it difficult to collect data and analyze performance of two or more players playing a tennis game where the players are positioned on opposite sides of a court. Tennis and other similar racket and paddle sports require using many kinds of strokes, and data collection and analysis for one type of stroke may be different than data collection and analysis for another type of stroke. Existing performance trackers for tennis players are unable to record and track racket and stroke information. Further, a trainer may not get information in real time or in an easy-to-understand format and may require professional help for tracking performance of players. Therefore, tennis players and trainers require an improved performance tracker for tracking performance of players.
Therefore, there exists a long felt need in the art for an improved performance tracker for tracking and receiving information about players playing a racket sport. There is also a long felt need in the art for a performance tracking system for tennis players that allows efficient measurement and collection of tennis racket and stroke performance parameters. Additionally, there is a long felt need in the art for a multifunctional performance tracking system that tracks performance of racket and strokes of a player while playing a game or while practicing. Moreover, there is a long felt need in the art for a multifunctional tennis racket performance tracking system that does not depend on video analysis but uses advanced sensors embedded in a tennis racket shaft/frame for tracking player performance. Further, there is a long felt need in the art for a tennis player stroke performance tracking system that is easy to analyze and that provides real time information. Finally, there is a long felt need in the art for a tennis racket performance system that helps tennis players of all ages and skill levels improve their tennis game with statistical data. The subject matter disclosed and claimed herein, in one embodiment thereof, comprises a sensor-equipped tennis racket for tracking and receiving information about tennis play (i.e., game performance). The tennis racket further comprising an embedded lightweight sensor chip embedded in a shaft/frame or handle for preventing physical damage, the chip includes a 3-axis accelerometer for measuring acceleration and linear direction during a stroke/swing made by the racket, a 3-axis gyroscope for measuring rotational and angular motion during a stroke, a pressure sensor for measuring pressure exerted on strings of the racket and hand of a user while making the swing, a counter for counting the strokes, and a wireless transmitter for sending the measurements made by the 3-axis accelerometer, the 3-axis gyroscope, and the counter to a computer implemented performance tracking application installed in an electronic device. The application analyzes the received measurements for displaying the information in real time and after a game session for training and improvement. The device is comprised of a lightweight chip with a sensor that can be attached to the handle of a racket or paddle, or it can be encased in rubber member and then attached to the handle. The sensor communicates with smartphone application that allows a user to track and view data from the chip such as, but not limited to, swing speed, swing type, stroke number, etc. It is to be appreciated that the device can be used for other racquet and paddle sports and not limited to tennis.
In this manner, the lightweight chip along with the application of the present invention accomplish all of the forgoing objectives and provides users with a performance tracker for tracking and receiving information about their tennis game. The sensor communicates with the application to transmit the data to the phone for storage and viewing. The sensor information helps tennis players of all ages and skill levels improve their tennis game with statistical data without analyzing videos and manual analysis.
SUMMARY OF THE INVENTIONThe following presents a simplified summary in order to provide a basic understanding of some aspects of the disclosed innovation. This summary is not an extensive overview, and it is not intended to identify key/critical elements or to delineate the scope thereof. Its sole purpose is to present some general concepts in a simplified form as a prelude to the more detailed description that is presented later.
The subject matter disclosed and claimed herein, in one embodiment thereof, comprises a sensor-equipped tennis racket. The tennis racket further comprising an embedded lightweight sensor chip encased in a rubber housing in a racket shaft/frame for preventing physical damage, the chip includes a 3-axis accelerometer for measuring acceleration and linear direction during a stroke/swing made by the racket, a 3-axis gyroscope for measuring rotational and angular motion during a stroke, a pressure sensor for measuring pressure exerted on strings of the racket and hand of a user while making the swing, a counter for counting the strokes, and a wireless transmitter for sending the measurements made by the 3-axis accelerometer, the 3-axis gyroscope, and the counter to a computer implemented performance tracking application installed in an electronic device.
In yet another embodiment, a method of tracking a tennis racket performance is described. The method includes the steps of receiving, by a computer implemented tracking application, sensor information from a sensor chip embedded in a tennis racket shaft/frame; analyzing, by the computer implemented tracking application, the received sensor information; displaying, by the computer implemented tracking application, at least swing speed, swing type, and stroke number in textual and/or graphical form; and generating, a recommendation for display by the computer implemented tracking application.
In yet another embodiment, the method further comprising the steps of storing swing speed, swing type, and stroke number for a game session in internal memory of the electronic device and in a cloud storage.
In yet another embodiment, a multifunctional tennis racket performance tracking system is disclosed. The system includes a lightweight sensor chip equipped tennis racket, a computer implemented application installed in an electronic device, the chip and the application are paired wirelessly, the chip is configured to wirelessly transmit sensor information to the application, the application is configured to process the received information for displaying at least swing speed, swing type, and stroke number on a display device of the electronic device. The device is comprised of a lightweight chip with a sensor that can be attached to the handle of a racket or paddle, or it can be encased in rubber member and then attached to the handle. The sensor communicates with smartphone application that allows a user to track and view data from the chip such as, but not limited to, swing speed, swing type, stroke number, etc. It is to be appreciated that the device can be used for other racquet and paddle sports and not limited to tennis.
Numerous benefits and advantages of this invention will become apparent to those skilled in the art to which it pertains upon reading and understanding of the following detailed specification.
To the accomplishment of the foregoing and related ends, certain illustrative aspects of the disclosed innovation are described herein in connection with the following description and the annexed drawings. These aspects are indicative, however, of but a few of the various ways in which the principles disclosed herein can be employed and are intended to include all such aspects and their equivalents. Other advantages and novel features will become apparent from the following detailed description when considered in conjunction with the drawings.
The description refers to provided drawings in which similar reference characters refer to similar parts throughout the different views, and in which:
The innovation is now described with reference to the drawings, wherein like reference numerals are used to refer to like elements throughout. In the following description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding thereof. It may be evident, however, that the innovation can be practiced without these specific details. In other instances, well-known structures and devices are shown in block diagram form in order to facilitate a description thereof. Various embodiments are discussed hereinafter. It should be noted that the figures are described only to facilitate the description of the embodiments. They are not intended as an exhaustive description of the invention and do not limit the scope of the invention. Additionally, an illustrated embodiment need not have all the aspects or advantages shown. Thus, in other embodiments, any of the features described herein from different embodiments may be combined. It is to be appreciated that the device can be used for other racquet and paddle sports and not limited to tennis.
As noted above, there is a long felt need in the art for an improved performance tracker for tracking and receiving information about players playing, for example, a tennis game. There is also a long felt need in the art for a performance tracking system for tennis players that allows efficient measurement and collection of tennis racket and stroke performance parameters. Additionally, there is a long felt need in the art for a multifunctional performance tracking system that tracks performance of racket and strokes of a tennis player while playing a tennis game. Moreover, there is a long felt need in the art for a multifunctional tennis racket performance tracking system that does not depend on video analysis, but use advanced sensors embedded in a tennis racket shaft/frame for tracking player performance. Further, there is a long felt need in the art for a tennis player stroke performance tracking system that is easy to analyze and that provides real time information. Finally, there is a long felt need in the art for a tennis racket performance system that helps tennis players of all ages and skill levels improve their tennis game with statistical data.
The present invention, in one exemplary embodiment, is a method of tracking a tennis racket performance enabling players to learn about their tennis game. The method includes the steps of receiving, by a computer implemented tracking application, sensor information from a sensor chip embedded in a tennis racket shaft/frame; analyzing, by the computer implemented tracking application, the received sensor information; displaying, by the computer implemented tracking application, at least swing speed, swing type, and stroke number in textual and/or graphical form; and generating, a recommendation for display by the computer implemented tracking application.
Referring initially to the drawings,
The data collection module 104 further has a 3-axis gyroscope 108 for measuring rotational and angular motion information of a stroke. The information measured from the 3-axis accelerometer 106 and the 3-axis gyroscope 108 are fused together by a sensor analysis software program as described later in the disclosure. For detecting the speed of a tennis ball with which it hits the racket 100, the 3-axis accelerometer 106 is also configured to measure vibration behavior. In alternative embodiment, a piezoelectric-type vibration sensor may be used for measuring vibration behavior.
For determining a type of stroke made by a player, a pressure sensor 110 is included in the sensor. The pressure sensor 110 is used for identifying distribution of pressure on the hand of a player playing with the racket 100 and based on the pressure detected by the sensor 110, a type of stroke is determined. The types of strokes can be one of at least forehand, backhand, volley, slice, and serve. The pressure sensor 110 may also be used for detecting pressure on the strings 118 of the racket 100. It should be appreciated that the various sensor components 106, 108, 110 in the sensor chip 102 are piezoelectric sensors and the chip 102 functions as an Inertial Measurement Unit (IMU).
The chip 102 has a wireless transmitter 112 for wirelessly transmitting the measured performance metrics to the sensor fusion software program. The lightweight chip 102 can weigh up to 5 grams. In another mounting arrangement, the chip 102 can be attached to the handle 114 of the racket 100 (refer to
All the sensor data may be recorded in digital form or can be analog. The sensor chip 102 can have a digital converter 120 for converting measured information to digital form before wirelessly transmitting to the sensor fusion software program.
The chip 102 is configured to wirelessly transmit the sensor data obtained by various sensors as described in
The sensor fusion software program 304 is also configured to provide recommendations based on the stored threshold information to help players and trainers in improving performance. Further, the software 304 may display information of more than one racket along with the identifier ID enabling a trainer to view and analyze performance of two or more players playing a tennis game.
The electronic device 302 may include, but are not limited to, a smartphone, a tablet, a laptop, a desktop, a wearable electronic device, a television, a projector, an Internet Protocol Television (IPTV), and/or a Personal Digital Assistant (PDA) device. Examples of the wireless network 308 may include, but are not limited to, the Internet, a cloud network, a Wireless Fidelity (Wi-Fi) network, a Wireless Local Area Network (WLAN), a Local Area Network (LAN), a plain old telephone service (POTS), a Metropolitan Area Network (MAN), and/or a short-range communication medium. Protocols used for transmitting sensor data may include, but not limited to, Transmission Control Protocol and Internet Protocol (TCP/IP), User Datagram Protocol (UDP), Hypertext Transfer Protocol (HTTP), ZigBee, infrared (IR), IEEE 802.11, cellular communication protocols, near-field communication (NFC) protocol, and/or Bluetooth (BT) communication protocols.
A “Forehand” option 406 allows a user to view sensor information about forehand swing. As described earlier, various types of strokes are identified using various sensors included in the chip 102. A “Backhand” option 408 allows a user to view sensor information about backhand swing. Similarly, separate options are provided for “Volley” 410, “Slices” 412, and “Serves” 414. In other strokes, the sensor information identifies any other swing or movement of the racket 100, “Other” 416 option provides information about those strokes.
It should be noted that information such as the number of hits, number of misses, acceleration, and angular motion in each type of stroke is provided by the user interface 400 and thus, provides a granular level of information than conventional performance tracking solutions. Based on the number of hits and misses, the sensor fusion software program 304 can provide recommendations to improve performance of a player. The information recorded by the application 304 can be timestamped for generating graphical representation.
A graphical representation 508 of the swing and stroke is provided by the interface 500 which may also include comparison with a threshold value 510 for the swing and the stroke. It should be noted that the representation of a type of graph can be changed as per requirements and preferences of a user.
Based on the identified strokes and swings, textual and graphical representations are generated for display (Step 708). When a specific racket is used by a same player during a plurality of games, a player profile for the player is generated and a training plan based on hits and misses is generated for review by player and trainer (Step 710). Finally, one or more recommendations are generated for the session of play for which the sensor information is received (Step 712).
The user device 302 includes input device(s) 804 such as a touch input device, voice input device, etc. for entering data and information. Preferably, the touch interface of the user device 302 is used as the input and various buttons/tabs shown on the application 304 are pressed or clicked by the user. The display of the user device 302 also acts as the output device 806 for displaying various contents to the user. The display can include a touch screen, and may receive, for example, a touch, gesture, proximity, or hovering input using an electronic pen or a part of a user's body.
Electronic device 302 has memory 808 used for storing programs (sequences of instructions) or data (e.g., program state information) on a temporary or permanent basis for use in the computer system. Memory 808 can be configured for short-term storage of information as volatile memory and therefore not retain stored contents if powered off. Examples of volatile memories include random access memories (RAM), dynamic random-access memories (DRAM), static random-access memories (SRAM), and other forms of volatile memories known in the art. The processor 802, in combination with one or more of memory 808, input device(s) 804, output device(s) 806 is utilized to provide users to execute instructions on the application 304. The connection to a network is provided by wireless interface 810.
The wireless interface 810 enables the user device 302 to wirelessly receive sensor information. Examples of the communication interface 810 may include, but are not limited to, a modem, a network interface such as an Ethernet card, a communication port, and/or a Personal Computer Memory Card International Association (PCMCIA) slot and card, an antenna, a radio frequency (RF) transceiver, one or more amplifiers, a tuner, one or more oscillators, a digital signal processor, a coder-decoder (CODEC) chipset, a subscriber identity module (SIM) card, and a local buffer circuit.
Certain terms are used throughout the following description and claims to refer to particular features or components. As one skilled in the art will appreciate, different persons may refer to the same feature or component by different names. This document does not intend to distinguish between components or features that differ in name, but not structure or function. As used herein “performance tracking chip”, “sensor chip”, “lightweight chip”, “chip”, and “sensor” are interchangeable and refer to the tennis racket performance tracking chip 102 of the present invention. Similarly, as used herein “sensor-equipped tennis racket”, “tennis racket”, and “racket” are interchangeable and refer to the sensor-equipped tennis racket 100 of the present invention.
Notwithstanding the forgoing, the tennis racket performance tracking chip 102 and the sensor-equipped tennis racket 100 of the present invention can be of any suitable size and configuration as is known in the art without affecting the overall concept of the invention, provided that it accomplishes the above stated objectives. One of ordinary skill in the art will appreciate that the tennis racket performance tracking chip 102 and the sensor-equipped tennis racket 100 as shown in the FIGS. Are for illustrative purposes only, and that many other sizes and shapes of the tennis racket performance tracking chip 102 and the sensor-equipped tennis racket 100 are well within the scope of the present disclosure. Although the dimensions of tennis racket performance tracking chip 102 and the sensor-equipped tennis racket 100 are important design parameters for user convenience, the tennis racket performance tracking chip 102 and the sensor-equipped tennis racket 100 may be of any size that ensures optimal performance during use and/or that suits the user's needs and/or preferences.
Various modifications and additions can be made to the exemplary embodiments discussed without departing from the scope of the present invention. While the embodiments described above refer to particular features, the scope of this invention also includes embodiments having different combinations of features and embodiments that do not include all of the described features. Accordingly, the scope of the present invention is intended to embrace all such alternatives, modifications, and variations as fall within the scope of the claims, together with all equivalents thereof.
What has been described above includes examples of the claimed subject matter. It is, of course, not possible to describe every conceivable combination of components or methodologies for purposes of describing the claimed subject matter, but one of ordinary skill in the art may recognize that many further combinations and permutations of the claimed subject matter are possible. Accordingly, the claimed subject matter is intended to embrace all such alterations, modifications and variations that fall within the spirit and scope of the appended claims. Furthermore, to the extent that the term “includes” is used in either the detailed description or the claims, such term is intended to be inclusive in a manner similar to the term “comprising” as “comprising” is interpreted when employed as a transitional word in a claim.
Claims
1. A sensor-equipped racket for tracking stroke performance, the sensor-equipped racket comprising:
- a racket with a tracking sensor chip including a stroke data collection module having a 3-axis accelerometer and a 3-axis gyroscope;
- wherein said 3-axis accelerometer measures acceleration and gravity of said racket during a stroke for creating a stroke trajectory pattern of said stroke;
- wherein said 3-axis gyroscope measures rotational and angular motion information of said stroke of said racket; and
- further wherein said 3-axis accelerometer measures vibration of said racket for detecting a speed of a ball when it hits said racket.
2. The sensor-equipped racket of claim 1, wherein said information measured from said 3-axis accelerometer and said 3-axis gyroscope are combined together by a sensor fusion software program.
3. The sensor-equipped racket of claim 2, wherein said tracking sensor chip embedded in a racket shaft.
4. The sensor-equipped racket of claim 3, wherein said tracking sensor chip encased in a rubber housing.
5. The sensor-equipped racket of claim 2, wherein said tracking sensor chip mounted to a racket handle.
6. The sensor-equipped racket of claim 2 further comprising a pressure sensor for identifying distribution of pressure on the hand of a player playing with said racket, and further wherein said distribution of pressure on the hand of the player determinative of a type of stroke of said racket.
7. The sensor-equipped racket of claim 6, wherein said type of stroke is selected from a group consisting of a forehand, a backhand, a volley, a slice, and a serve.
8. The sensor-equipped racket of claim 7, wherein said pressure sensor further detecting a pressure on strings of said racket.
9. The sensor-equipped racket of claim 8, wherein said racket is a paddle.
10. The sensor-equipped racket of claim 2, wherein said 3-axis accelerometer, said 3-axis gyroscope, and said pressure sensor are piezoelectric sensors.
11. The sensor-equipped racket of claim 10, wherein said tracking sensor chip is an Inertial Measurement Unit (IMU) having a wireless transmitter for wirelessly transmitting the measured performance metrics to a sensor fusion software program.
12. The sensor-equipped racket of claim 11, wherein said transmitting is in real time during play with said racket.
13. The sensor-equipped racket of claim 11, wherein said transmitting is after play with said racket.
14. The sensor-equipped racket of claim 11, wherein said tracking sensor chip having a counter for counting a number of strokes during play with said racket.
15. The sensor-equipped racket of claim 11, wherein said tracking sensor chip having a digital converter for converting measured information to digital form to wirelessly transmit to said sensor fusion software program.
16. The sensor-equipped racket of claim 11, wherein said sensor fusion software program having machine readable instructions to generate textual and graphical displays showing said stroke of said racket.
17. A sensor-equipped racket for tracking stroke performance, the sensor-equipped racket comprising:
- a racket with a tracking sensor chip including a stroke data collection module having a 3-axis accelerometer and a 3-axis gyroscope;
- wherein said 3-axis accelerometer measures acceleration and gravity of said racket during a stroke for creating a stroke trajectory pattern of said stroke;
- wherein said 3-axis gyroscope measures rotational and angular motion information of said stroke of said racket;
- further wherein said 3-axis accelerometer measures vibration of said racket for detecting a speed of a ball when it hits said racket;
- wherein said information measured from said 3-axis accelerometer and said 3-axis gyroscope are combined together by a sensor fusion software program;
- a pressure sensor for identifying distribution of pressure on the hand of a player playing with said racket;
- wherein said distribution of pressure on the hand of the player determinative of a type of stroke of said racket; and
- further wherein said tracking sensor chip is an Inertial Measurement Unit (IMU) having a wireless transmitter for wirelessly transmitting the measured performance metrics to a sensor fusion software program.
18. The sensor-equipped racket of claim 17, wherein said tracking sensor chip having a counter for counting a number of strokes during play with said racket.
19. A sensor-equipped racket for tracking stroke performance, the sensor-equipped racket comprising:
- a racket with a tracking sensor chip including a stroke data collection module having a 3-axis accelerometer and a 3-axis gyroscope;
- wherein said 3-axis accelerometer measures acceleration and gravity of said racket during a stroke for creating a stroke trajectory pattern of said stroke;
- wherein said 3-axis gyroscope measures rotational and angular motion information of said stroke of said racket;
- wherein said tracking sensor chip embedded in a racket handle;
- a pressure sensor for identifying distribution of pressure on the hand of a player playing with said racket; and
- further wherein said distribution of pressure on the hand of the player determinative of a type of stroke of said racket.
20. The sensor-equipped racket of claim 19, wherein said tracking sensor chip having a counter for counting a number of strokes during play with said racket.
Type: Application
Filed: Oct 10, 2022
Publication Date: Oct 26, 2023
Inventor: Priya Mehndiratta (Potomac, MD)
Application Number: 18/045,236