The present invention relates to systems and methods for training an individual's physical and sensory skills and abilities. More particularly, the present invention relates to systems and methods that combine sensory and physical training tasks.
Typical day-to-day life requires a person to rely upon both sensory and physical abilities, typically in conjunction with one another. Competitive athletes may place greater demands upon their physical and sensory abilities than other individuals, but all individuals rely upon both sensory and physical abilities. Successful athletes often possess innate physical abilities exceeding those of others, but mere physical ability, such as strength, speed, dexterity, and agility, is not usually enough to compete successfully at the highest level of a sport. Successful athletes must devote substantial time to training in order to improve their innate physical abilities and to develop specific skills needed to win in competition. Even non-athletes may engage in physical training for health benefits or simple pleasure. In some instances, individuals may engage in training to attempt to regain some or all of the abilities lost due to injury and/or illness.
While physical skills and abilities have traditionally been improved by training, physical skill and ability exist in combination with sensory skills and abilities, a co-existence that is true across all ranges of abilities and all activities. Systems and methods in accordance with the present invention enable an individual to train his or her physical skills and abilities while also training his or her sensory skills and abilities. In this fashion, sensory skills may be integrated with the physical abilities of an individual to attain a better quality of life, improved athletic performance, and other benefits.
Systems and methods in accordance with the present invention may use eyewear that varies the quantity and/or quality of visual information provided to the individual wearing the eyewear. By varying the sensory challenge presented to the individual while the physical training tasks are performed, and/or by varying the challenge of the physical training tasks while a sensory challenge is presented, both sensory and physical skills may be improved. The sensory challenge presented may be varied by adjusting the quantity and/or quality of sensory information provided to the individual, while the physical challenge presented may be adjusted by changing the training tasks performed by the individual. A heads-up display may be integrated into the eyewear for use in instructing the individual during the performance of training tasks and/or to provide information regarding the training and/or the individual's performance. The improvement of sensory skills within a context of desired physical performance can improve sensory performance within the context of that physical performance when the sensory training load is no longer present, such as at competition for an athlete. Because physical skills are closely related to sensory skills, both may often be improved simultaneously though appropriate training.
One example of the type of training that may be performed using systems and methods in accordance with the present invention is training to improve the integration of visual information with the individual's sense of equilibrium. The interconnection between an individual's vision and his or her balance and stability is critical to daily functioning and for successful competition in many sports. For example, in shooting sports in order to consistently hit the target the athlete must reliably maintain stable balance while shooting. The demands of maintaining balance and stability while visually tracking a target can be even greater for competitions such as trap shooting, where the target is moving. For such an athlete to reliably maintain his or her balance while visually acquiring the moving target places considerable demands on both the physical skills of the athlete and the sensory skills of the athlete, and those demands only grow as the athlete must quickly aim, track, and fire. A similar challenge to the stability of an athlete arises in the game of golf. In golf, even though the ball to be struck is stationary, an athlete holds his or her head at a downward angle and then rotates his or her body and neck while the eyes remain visually locked on the ball, dynamics that challenge the golfer's balance. The criticality of balance may be even more acute in rehabilitation scenarios, where increasing or restoring the ability to maintain one's equilibrium while performing physical tasks reliant upon visual inputs may be a key step to an improved quality of life.
Systems and methods in accordance with the present invention may use one or more sensor to measure a physical/physiological characteristic of an individual training Such physiological measurements may be used to adjust the difficulty of the sensory and/or physical training to maintain a challenging but not overwhelming difficulty level. Physiological metrics may additionally/alternatively be provided to the individual training to provide guidance, a history of improvement, etc. One particularly valuable metric may be an indication of the balance or stability of an individual, but metrics such as heart rate, blood pressure, and/or eye movement may additionally/alternatively be used. Instead of or in addition to a physical/physiological measurement, systems and methods in accordance with the present invention may measure the results of a physical training task, and those results may similarly be provided to the individual training and/or used to adjust the difficulty of one or both of the sensory challenge and the physical training tasks.
Examples of systems and methods in accordance with the present invention are described in conjunction with the attached drawings, wherein:
An individual undergoing testing and/or training in accordance with the present invention may perform a series of physical tasks. The training/testing tasks performed by the individual may be directed by one or more display, such as a heads-up display integrated into eyewear worn by the individual, while the performance of the individual is measured using sensors. The present invention may provide additional sensory stimuli external to the display(s), sensors worn by the individual, sensors measuring aspects of the performance of an individual not worn by the individual, processing and computing resources, training/testing equipment, and/or additional external equipment, with a control unit exchanging information with these optional additional components to receive measurements from and/or adjust the operation of the components. For example, the quickness of the individual's response to stimuli, the accuracy of the individual's response to stimuli, the individual's balance or stability while responding to stimuli, the physiological condition (for example, based upon sensor measurements of properties that may indicate stress) of the individual while responding to the stimuli, and/or any other measurement may be made by the sensor(s). Based upon the measurements made by the sensors indicative of the relative success of the individual in performing the training tasks, the difficulty of those tasks may be adjusted to train the individual's abilities in a fashion that challenges but does not frustrate the individual and/or to accurately assess the individual's ability. The difficulty of training/testing may also be adjusted by varying the quantity and/or quality of visual information available to the individual performing the tasks using the eyewear worn by the individual.
In accordance with the present invention, an individual may be instructed to perform a regimen of activities in accordance with an adaptable program. The program may be used for testing or training purposes within the scope of the present invention. As described herein, a testing program may be used to evaluate the current abilities of an individual, while a training program may be implemented to improve the abilities of an individual. In practice, individuals may experience a training benefit from a testing program, and functionally a testing program and a training program may closely resemble one another. Both testing and training programs, as well as combinations thereof, are within the scope of the present invention.
An individual may be directed to and engage in training/testing activities associated with a program through the display of symbols on one or more display, such as a heads-up display integrated into eyewear. The heads-up display(s) used in accordance with the present invention may be incorporated into eyewear worn by the individual. One or more heads-up display may be incorporated into one or more lens of such eyewear, mounted onto one or more lens of such eyewear, incorporated into and/or mounted onto the frame of such eyewear, or worn separately but in conjunction with eyewear. Eyewear worn by an individual may comprise a single lens worn as a visor across the face of an individual, but may alternatively comprise a pair of lenses worn in one or more frame as glasses by the individual. The heads-up display may comprise one or more region of a lens or lenses of eyewear in accordance with the present invention, but may be otherwise affixed to the eyewear or worn separately. In accordance with the present invention, more than one heads-up display may be provided within a single lens or across a pair of lenses used in eyewear in accordance with the present invention. Instead of and/or in addition to one or more heads-up display, a discrete display (such as a monitor, an image projected onto a screen, etc.) may be used to convey visual information to the user in accordance with the present invention.
Information displayed using a heads-up display may additionally or alternatively comprise feedback regarding some aspect of an individual's performance during training. For example, the accuracy of a shot, the speed of a thrown ball, and the power of a swing are some types of information that may be displayed to an individual via a display during training Information displayed may additionally or alternatively describe a physiological, kinematic, or other aspect of an individual's performance. For example, stability data may be displayed for a golfer practicing chipping or other golf shots; heart rate and/or blood pressure information may be displayed to a biathlete practicing transitioning from skiing to shooting; eye tracking data may be displayed for a quarterback practicing reading defenses; any of a variety of other types of data or other information may be displayed to a training individual. Information displayed may be raw data, such as numbers representing measured heart rate or blood pressure, but may also be processed in some way in order to be readily understood by a training individual. For example, balance or stability data may be indicated using a depiction of an individual's feet and a dot illustrating the individual's center of gravity. Physiological and/or performance data may be combined into a score or other indicator descriptive of an individual's training progress.
Symbols used to communicate actions of a training or testing program to an individual may be simple or complex. For example, symbols (such as arrows) may indicate a direction in which an individual should step, turn, jump, adjust his or her stance, alter his or her mechanics, or otherwise alter a training activity. By way of further example, symbols may comprise arrows, letters, words, depictions of actions or items, and/or any other method of communicating visually with an individual to describe the next action to perform as part of a testing/training program. By way of yet further example, the instructions provided may additionally/alternatively provide directions relating to time instead of or in addition to directions relating to space, such as to instruct an individual to speed up or slow down a movement, such as a running pace, repetitive motion, breathing pattern, etc.
The difficulty of a physical training/testing program may be adjusted by altering the frequency, difficulty, or other aspects of the actions an individual is instructed to take by the symbols displayed using one or more heads-up display. The difficulty of the physical program may be adjusted based upon the relative success of the individual performing the program in order to identify the performance level of which the individual is capable, either as part of the evaluation of the individual's abilities for testing purposes or to permit an individual to train at a level that is challenging, but not frustrating.
Eyewear in accordance with the present invention may further operate to transition between different states of opacity and/or clarity in order to controllably vary the quantity and/or quality of visual information provided to an individual. For example, all or part of one or more lens of eyewear in accordance with the present invention may be switchable between a transparent state that transmits light to provide a wearer with visual information and an opaque state that transmits little were no visual information to the wearer. In such an example, the quantity of visual information provided to the wearer may be controlled by adjusting the time during which all or part of the lens(es) is in an at least partially opaque state and/or the amount of the lens(es) that are placed in the at least partially opaque state. Additionally/alternatively, one or more lens in eyewear in accordance with the present invention may operate to blur, defocus, or otherwise degrade the quality of visual information transmitted to the wearer for all or part of the lens(es). For example, the lens(es) may be placed in an opaque and/or blurred state for a period of time of a first duration, and switched into that opaque/blurred state for the first duration at a first frequency such that the lens(es) occupy a transparent state when not in an opaque/blurred state; in such an example the quantity/quality of visual information available to the individual using the eyewear could be decreased by increasing the duration of opaque/blurred state and/or by increasing the frequency at which the lens(es) are switched to the opaque/blurred state. Similarly, the degree, duration, and/or amount of decrease in the quality of visual information provided to the wearer may be varied to modify the difficulty of a program for a wearer. Both quantity and quality of visual information provided by lens(es) of eyewear may be variable, but in some examples of the present invention only one of the quantity and the quality of visual information is varied or variable to adjust the sensory difficulty of a program.
An eyewear controller may control and/or power the one or more lens as appropriate to adjust the quality and/or quantity of visual information available to an individual. The eyewear controller may also control the display of information in a display component viewable by an individual during training. The eyewear controller may be integral to the frame or other structure retaining the lens(es). Similarly, a battery or other power source may be provided to power changes in quantity and/or quality of visual information available through lens(es). The same or different controller and power source may be used to control and power one or more heads-up display integrated into eyewear in accordance with the present invention. At least one communication interface may be provided as well, in order to permit the eyewear controller to interact with a control unit, sensors that measure performance or physiological parameters during training, and/or other devices. Such a control unit may be integral to the eyewear or a separate unit. If a separate unit, such a control unit may optionally be worn by an individual and may be in wireless or wired communication with the other components (such as an eyewear controller and various sensors) of a system in accordance with the present invention.
By limiting the quantity of visual information available to an individual during training, an individual may develop his or her visual and related abilities to perform with that reduced level of information, thereby increasing the individual's performance during competition when a full amount of visual information is available. Similarly, by reducing the quality of the visual information available to an individual, the individual's visual and related abilities may increase to compensate for the lower quality information available during training, thereby improving athletic performance during competition when the quality of visual information available to the individual has not been intentionally impaired. The time during which the quantity and/or quality of visual information is limited may be varied as well, determined for example to reduce quality and/or quantity of visual information available during different times of a training task, for example based upon sensor measurements, to more particularly develop an individual's abilities for specific aspects of a training task. Further, limiting visual information available to an individual, either in quality or in quantity, may assist the individual in better integrating other senses, such as auditory and/or proprioceptive senses, into her or his athletic performance.
Wearable sensors may provide real time measurements of the performance of an individual undergoing a training and/or testing program. Wearable sensors may provide measurements at a high data rate and without issues such as occlusion that may be problematic for non-wearable sensors. Wearable sensors may take a variety of forms within an implementation of the present invention, and may provide measurements such as, but not limited to, acceleration, orientation, position, etc. Examples of suitable sensors for use in accordance with the present invention are inertial sensors that provide measurements of movement within six or nine degrees of freedom, accelerometers, gyroscope-based sensors, eye tracking sensors, any type of biophysical sensors (such as may measure temperature, heart rate, blood pressure, skin galvanic measurements, etc.), and/or any type of motion sensor (such as active LED markers, radar-compatible sensors, and other types of motion detection markers). By placing wearable sensors, inertial or other varieties, upon various portions of an individual's anatomy, such as wrists, ankles, torso, knees, elbows, head, etc., the movement of an individual in response to symbols displayed using the headset display may be measured and communicated to a control unit. In some examples, some or all of the wearable sensors used in systems and methods in accordance with the present invention may be incorporated into eyewear. By way of further example, pressure or force sensitive sensors may be integrated into the footwear of an individual, or maybe provided in a force plate or other device upon which a user stands. Sensors may also be used to measure physiological responses of a user, such as to measure information describing the blood pressure, skin tension, perspiration, eye movement, muscle activity, brain waves, neural impulses, and/or other physiological/behavioral responses of an individual to a testing/training program.
Position monitors, such as global positioning systems (GPS), may be used to determine both the location of the individual at any given instant and to record a distance traveled or route covered by the individual during training. While GPS typically requires that activities occur in an open space permitting the GPS device to receive signals from orbiting satellites, other positioning systems may use beacons or other sources at known locations (fixed or moving) to determine the location of a positioning system unit. Some positioning systems may use multiple cameras to locate an individual during training and/or to track the movement of an individual during training, with a computing device executing instructions retained in a non-transitory medium combining the images from multiple cameras to locate an individual's position during the training.
The present invention may utilize measurements from sources other than wearable sensors. For example, optical, infrared, radar, and/or other types of markerless position measurement systems may be used to measure performance of an individual undergoing training/testing in accordance with the present invention. The present invention may use any type of system that provides further measurements regarding the physical location of a user and/or portions of a user's anatomy, however, whether markerless or not. For example, systems for measuring and tracking position using infrared signals, magnetic measurements, measurements using visible light, or other means may be utilized in accordance with the present invention. Such measurements from non-wearable sensors and systems may be incorporated in real-time with measurements made by wearable sensors, but may also be used subsequent to a testing/training program as part of a record of an individual's performance in conjunction with measurements made by the wearable sensors and/or the testing/training program dynamically implemented by a control unit.
Accelerometers, inertial sensors, pressure sensors, and/or force sensors may be used to measure the movements, pressures, and/or forces generated by an individual during training and/or the stability or balance of an individual during training. For example, pressure sensors and/or force sensors may be integrated with or inserted into an individual's shoes to measure pressure and/or force produced by an individual, potentially both in terms of magnitude and direction. In some examples, an individual may stand on a platform or other device with pressure and/or force sensors integrated to perform a training exercise. Accelerometers and/or inertial sensors may be integrated into an individual's garments and/or equipment, but additionally/alternatively may be detachably affixed to athletic equipment, a garment, or the individual's body. By combining multiple sensors within a system, the movement of particular portions of an individual's body and parameters describing the individual's focus, stress, and other aspects of performance may be measured and/or detected. For example, pressure sensitive sensors integrated (permanently or temporarily) into an individual's shoes may provide stability data while accelerometers affixed to an individual's arms may provide data describing the swing of a golf club, baseball bat, tennis racquet, or other piece of sports equipment. Accelerometers or other types of sensors may be integrated into equipment as well. For example, a ball, bat, club, racquet, or other item of sports equipment may have sensors permanently or temporarily integrated with the equipment to measure its movement during training.
In some examples the movement of portions of an individual's body during training and/or the movement of sports equipment by an individual during training may be measured without the use of integrated sensors such as accelerometers. Motion capture systems may be used to record the movement of one or more part(s) of an individual's body and/or equipment used by an individual. In some examples, motion capture systems utilize markers affixed to the individual and/or the equipment and one or more camera(s) and an associated computing system executing computer readable code in a non-transitory form to detect those markers in space and track their movement. Other types of motion capture systems may not require any type of marker to be affixed in order to detect and measure motion. For example, some systems use multiple cameras operating in the visible or other portions of the spectrum to capture images and one or more computer processor to identify individual(s) and/or equipment in the captured images and to measure the movement(s) of individual(s) and/or equipment during an athletic competition, a training session of any kind, and/or other situations. By way of further example, some motion capture systems use multiple infrared sensors and/or laser sensors to detect the outline of a person's body and combine multiple infrared images in order to obtain a three dimensional representation of the person's body in space. Any portion of the spectrum other than infrared and visible light as described in such examples herein, may be additionally/alternatively used in a motion capture system. Yet other types of motion capture systems may use beacons affixed to the individual at desired anatomical locations and/or to sports equipment that transmit a signal that is detected and used to determine the location of that beacon at a given time and to detect the movement of that beacon through space over time.
Eye tracking systems may measure the movement of an individual's eyes and/or the focus of the individual's eyes. Eye tracking systems may be integrated into eyewear or headwear worn by the individual during training Eye tracking systems may be part of a visual training system, but may also be a separate system.
Other types of sensors that may be used to measure aspects of an individual's physiology may be used. Measurements of an individual's physiological response to training may be an indication of the individual's performance, fitness level, cognitive stress, and/or attentional focus. For example, respiration rate, blood pressure, skin temperature, forces or pressures generated, perspiration rate, eyelid blink rate, electrodiagnostics, facial tension, palpebral fissure, or any other medical/biological parameter may be measured.
Performance data describing training and/or competitive success may also be measured using sensors. The relative success of a training exercise itself may be measured. For example, the accuracy of a rifle shot, the speed and/or accuracy of a baseball/softball pitch, the correct read of an American football defense by a practicing quarterback, the accuracy of a golf putt, or the relative success in performing a training task may be measured and detected.
In order to fuse data collected using wearable sensors and data collected from other sensor systems to dynamically adjust a testing/training program in real-time, the time lag involved with communicating a sensor measurement to a control unit may be carefully measured and controlled for in selecting and timing the presentation of symbols providing instructions and/or in varying the quantity/quality of visual information provided to an individual as part of a program. Clock data may be used to provide time stamps for measurements made by different types of sensors. In some examples, time stamps may be used for all measurements received by a control unit in order to place those measurements in an appropriate sequence with measurements made by other sensors. In other examples, a calibration cycle may be performed periodically to determine the relative time lag encountered for different types of sensors, with appropriate adjustments made by the control unit to account for the anticipated time lag for the individual types of sensors (or even each individual sensor) used in a particular implementation of the present invention.
The training conditions experienced by an individual may be varied based upon the relative success and/or physiological response of an individual during training Sensors may measure the performance of an individual and/or the physiological condition of an individual, and appropriate adjustments to the training program may be made to increase the difficulty of training, decrease the difficulty of training, and/or change the nature of training. The training program may be adjusted using a display component to provide instructions to an individual to alter the training program. The alteration of the training program may be to increase the difficulty of training to maximize positive training effects, decrease the difficulty of training to avoid discouragement, and/or to change the nature of training to address a different ability or skill. For example, an individual may be instructed to move to a different drill, to use a different target for throwing/shooting/kicking/putting/driving/etc., or to otherwise alter the training regimen. The visual aspects of the training may also be adjusted based upon measured performance and/or physiological data. The quantity of visual information may be increased or decreased. The quality or quantity of visual information may additionally/alternatively be increased or decreased. For example, if an individual has mastered a training exercise with first level of visual information providing a given quantity and/or quality of visual information, the control unit may adjust the training to a second level of visual information providing a decreased quantity of visual information or a lower quality of visual information. On the other hand, if an individual is struggling with a given level of visual information, the quantity and/or quality of visual information may be increased. In some examples, the quality of visual information may be decreased while the quantity of visual information may be increased, or vice versa, in order to train different aspects of an individual's visual or related athletic abilities. The quantity of visual information may be adjusted by decreasing the amount of time during which a lens is in an entirely or partially transparent state, by decreasing the area of a lens that is in a transparent state, and/or (if a lens is provided for each of an individual's eyes) opening only a single lens into a transparent state at a time.
A control unit 120 may receive performance measurement 130 inputs 132 and/or physiological measurement 140 inputs 142. A control unit 120 may also control via signal 122 the quantity 112 of visual information available to an individual, may control via signal 124 the quality 114 of visual information available to an individual, and may control via signal 126 the information displayed 116 to an individual. A control unit 120 may control the operation of eyewear components 110 directly or via an eyewear controller.
A control unit 120 may receive an input 152 of a physical training program 150 to be performed by an individual. A physical training program may define or describe, for example, the drills, tasks, exercises, or other training actions to be undertaken by an individual. Based upon criteria, such as performance measurements 130 and/or physiological measurements 140, a control unit 120 may adjust 154 a physical training program 150.
A control unit 120 may additionally/alternatively receive an input 162 of a sensory training program 160. A sensory training program may define or describe, for example, the quantity 112 and/or quality 114 of visual information an individual will receive through an eyewear component 110 during training. A sensory training program 160 may be coordinated with a physical training program 150, but such coordination is not necessary. Based upon criteria, such as performance measurements 130 and/or physiological measurements 140, a control unit 120 may adjust 164 a sensory training program 160.
One or more record 118 may be made of the physical and/or sensory training of an individual. A record 118 may describe one or more of the individual engaging in a training program, the time or date of the training, the physical training program 150 executed, the sensory training program 160 executed, performance measurements 130 made during training, and/or physiological measurements 140 made. A record 118 may be maintained in an appropriate computer readable form in any type of memory or storage device. A record 118 may be maintained within a control unit 120, within an eyewear component, or at another location. One or more records 118 may be periodically copied or moved to a database or other storage system.
While control unit 120 is shown in the example of
Adjustments of a training program may relate to the physical training tasks performed and/or the quantity of visual information 112 and/or the quality of visual information 114 available to an individual. For example, if performance measurements 130 and/or physiological measurements 140 indicate that an individual has been successful at a task of a particular level of difficulty, the difficulty of a subsequent training task may be increased in one or more fashion. On the other hand, if performance measurements 130 and/or physiological measurements 140 indicate that an individual has not been successful at a task of a particular level of difficulty, the difficulty of a subsequent training task may be decreased.
For example, a sensor may determine that a basketball player shooting a ball from a particular location on the floor with a particular quantity and quality of visual information has reached a threshold level of success, such as, for instance, hitting five consecutive shots. In such an example, the basketball player may be instructed to move further from the basket, the quality of the visual information provided to the basketball player may be decreased, and/or the quantity of visual information provided to the basketball player may be decreased. Conversely, a lack of success (such as a basketball player missing a given number of shots) may result in the training becoming easier by instructing the individual to move closer to the basket, increasing the quality of visual information available to the individual, and/or increasing the quantity of visual information available to the individual. Of course, the present invention is not limited to any particular sport or training task, but may be applied for any type of sport, rehabilitation, and/or other training, and may involve any type of physical training task associated with a sport or type of rehabilitation.
In some examples, some portions of a training program may not be adjusted based upon physiological or performance measurements. For example, if sensors indicate that an individual is struggling to maintain his or her balance, the sensory challenge and/or the physical challenge may be decreased, while the sensory and/or physical challenge may be increased if sensor measurements indicate that the individual has successfully maintained his or her center of balance within a desired degree of stability.
In some instances an assessment may be obtained for an individual to permit the individual to evaluate his or her improvement relative to a prior assessment or in comparison to other individuals. In some examples, such an assessment may be used to establish a baseline for subsequent training by that individual. Adjustments to training difficulty, whether to increase or to decrease the difficulty of training, may be made dynamically during training but may additionally/alternatively be made between training sessions and/or during breaks of a training session. In some examples, certain types of adjustments to training difficulty may be made dynamically during training, such as changes in the quality and/or quantity of visual information available to an individual, while other types of adjustments to training difficulty, such as the parameters of a training task, may be adjusted during breaks in training.
By way of further example, a sporting clays competitor may train using system 100 until five consecutive clays are hit. Hits may be measured using singe-use sensors built into the clay targets, using acoustic sensors, optical sensors, or other means. Once five consecutive clays have been hit, the training difficulty may be increased by decreasing the quantity of visual information available to the individual, decreasing the quality of visual information available to the individual, and/or increasing the difficulty of the training (for example, by releasing multiple targets and/or altering or varying the source of targets). Conversely, if a number of clays are missed, the difficulty may be decreased by increasing the quantity of visual information available to the individual, increasing the quality of visual information available to the individual, and/or simplifying the target(s) to be shot. As explained in other examples herein, the measurement(s) used to determine whether to adjust the difficulty of a training (or testing) program may be a measure of the relative success of a training task and/or physiological measurements of the individual's response to the training/testing.
Another example of using a system 100 in accordance with the present invention for a sport specific training program is the use of system 100 to assist an individual to improve his or her ball striking in golf. For example, an individual may be instructed (for example, using a heads-up display) to strike a ball with a prescribed amount of backswing (expressed as degrees, a fraction of full backswing, a percentage of full backswing, etc.). Sensors may measure the clubface contact with the ball and/or ball trajectory. Physiological measurements, such as measurements of the stability and balance of the golfer during the swing, may be obtained using sensors as well. Based upon the sensor measurements, the difficulty of the training may be increased by increasing the backswing taken, changing to a different club, decreasing the quantity of visual information provided to the individual, and/or decreasing the quality of visual information provided to the individual, or conversely the difficulty may be decreased.
A system 100 in accordance with the present invention may be used in rehabilitation testing/training as well. For example, an individual may train his or her balance using system. An individual may be instructed (for example, using a heads-up display) to stand with his or her feet at a given width. One or more sensor may measure the individual's stability with the designated stance, as well as may optionally measure other physiological metrics to assess the stress experienced by the individual. Based upon the metrics obtained from the sensor(s), the training difficulty may be increased (by narrowing the individual's stance, decreasing the quantity of visual information provided to the individual, and/or decreasing the quality of visual information provided to the individual) or decreased (by widening the individual's stance, increasing the quantity of visual information provided to the individual, and/or increasing the quality of visual information provided to the individual).
The example of the present invention illustrated in
Referring now to
Still referring to
Trainer input 330 may optionally be communicated to control unit 350 via connection 335. Trainer input 330 may comprise evaluations by a trained individual (such as a coach, doctor, or physical therapist) of the performance of an individual training in accordance with the present invention, but need not comprise training metrics 310. In some examples, trainer input 330 may comprise an input from the individual training that assesses how the individual subjectively feels about the training process. Trainer input 330 may comprise inputs for application in subsequent training sessions, for example. In some examples, a trainer input 330 may immediately interrupt a training session, for example to immediately remedy a training error, such as may occur if the individual training is performing a training task incorrectly, or to protect the health, safety, or wellbeing of the individual training.
One or more of the training metrics 310, physiological metrics 320, and trainer input 330 may be omitted in accordance with the present invention. For example, if a particular implementation of the present invention is more concerned with physiological evaluation and/or training, both the training metrics 310 and/or trainer input 330 may be omitted. On the other hand, if a particular implementation of the present invention is primarily focused on improving training outcomes through improved sensory skills, physiological metrics 320 and/or trainer input 330 may be omitted. In yet other examples, only trainer inputs 330 may be used.
The control unit 350 may control various aspects of physical and/or sensory training based upon prior programming and/or received data such as the training metrics 310, physiological metrics 320, and/or trainer input 330 received. The physical training program 360, which may be communicated to an individual using a display component, an auditory signal, or through other communication means, may be varied to best serve the training objectives in light of the received data. Similarly, the sensory quantity 370 and/or sensory quality 380 available to an individual may be adjusted in light of the received data to provide optimized training Additionally/alternatively, the recovery period 390 may be adjusted based upon the received data.
Sensory quantity 370 may be adjusted in various ways. For example, the cycle 372 in which the amount of sensory information available to an individual is restricted may be adjusted. The cycle 372 may comprise a frequency, for example the frequency at which all or part of the lens(es) obscure an individual's vision. Sensory quantity 370 may also be adjusted by changing the duration 374 for which sensory information is, or is not, provided to an individual. For example, within a given cycle 372 lens(es) may transmit visual information to an individual for only a certain period of time or a percentage of the cycle. A longer duration 374 without visual information may be more stressful to an individual than a shorter duration 374 without visual information. Further, the area 376 in which lens(es) limit visual information may be varied. For example, lens(es) may limit an individual's entire field of view, but alternatively may limit only a fractional portion or percentage of an individual's field of view. While the portion of a field of view limited may alter the stress applied to an individual in training, particularly if the portion is contiguous rather than distributed over the entire field of view in a checkerboard fashion, generally the greater the area without sensory information provided the greater the sensory stress placed upon an individual. Another example of limiting the quantity of visual information provided to an individual is to limit visual information available to a single eye at a time.
Sensory quality 380 may also be adjusted in various ways. For example, a visual signal may be degraded using a blur 382 that de-focuses light passing through the lens(es). A blur 382 may be controlled by adjusting the curvature, power, and/or distribution of particles within lens(es). By way of further example, a filter 384 that selectively removes light passing through lens(es) based upon the wavelength of that light may make the visual information provided to an individual either higher quality or lower quality, depending upon whether the wavelengths removed by filtering are extraneous noise or critical information to the task being performed.
A recovery period 390 may be provided during which no or little reduction in either the quantity 370 and/or quality 380 of visual information is performed. A recovery period 390 may be useful to facilitate desensitization to the physical and/or sensory stress associated with training, or even to avoid negative physiological responses, such as nausea and dizziness, that may occur in individuals engaging in perceptual stress training Based upon the received information, the control unit 350 may adjust the duration 392 of a recovery period. Further, a filter 394 applied for a recovery period 390 may vary based upon the received information, as some filters may be particularly soothing or beneficial to an individual in some circumstances. Additionally/alternatively, the task(s) 396 performed during a recovery period 390 may vary based upon the received information.
Variations of a recovery period 390 in accordance with the present invention may differ based upon the purpose of a particular recovery period 390. For example, if a recovery period 390 is intended to permit an individual to recover from negative physiological metrics 320, the duration 392 may be extended until sufficiently improved physiological metrics 320 and/or a trainer input 330 indicating a readiness to continue is received by control unit 350. A recovery period 390 intended to correct a training error indicated from a training metric 310 and/or a trainer input 330, may be relatively short, or may last until a training input 330 indicating a readiness to resume training is received by control unit 350. In some examples, a trainer input 330 may comprise an input from the individual training or another person supervising the training to indicate that he or she is ready to resume training and/or that the individual is not ready to resume training By way of further example, if a recovery period 390 is intended to enhance the confidence of an individual training and/or to provide an immediate improvement to the performance of the individual, an appropriate task 396 may be performed in order for the individual to experience the positive effects of the sensory training. A recovery period 390 may be abrupt or gradual. For example, an individual may gradually receive increasing quantities of visual information during the beginning or the entirety of a recovery period 390. For example, an individual working to improve balance skills may develop balance abilities through training with peripheral visual information reduced or entirely eliminated, and during a recovery period 390 some or all of the peripheral visual information may be restored to the individual.
Referring now to
Additional sensors are integrated into wearable technology worn by individual 510. In the example illustrated in system 500 of
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Further, system 500 may provide external stimuli 592 created by a generator 590. One example of a generator 590 is a metronome that provides a rhythmic stimuli 592 for individual 510 to comply with in performing a physical activity, but any other type of stimuli 592, predictable or unpredictable, may be used in conjunction with the present invention to provide a varying difficulty of a testing/training program. A stimuli 592 may comprise a distraction to individual 510, but may additionally provide a second input directing individual 510 in the actions of a testing/training program. Generator 590 may additionally/alternatively comprise a speaker integrated into eyewear 520.
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One or more heads-up display may be integrated into eyewear 520 in order to provide program instructions to individual 510. Additionally/alternatively, an external display 585 may be provided to provide program instructions to individual 510 undergoing testing/training in accordance with the present invention.
Referring now to
In the example of
For example, eyewear 600 may provide multiple heads-up displays, and the heads-up display used for purposes of providing symbols to instruct an individual in the performance of a training program may be dynamically altered to vary the difficulty of a training program. The change of the heads-up display used to provide a symbol to individual and may be one means of varying the difficulty of a testing/training program in accordance with the present invention, as the degree of unpredictability and a heads-up display used and the location of a heads-up display relative to a typical gaze of an individual may impact the difficulty encountered in performing the actions communicated via symbols displayed on a heads-up display.
In the example of
In some examples of the present invention, more than one display may be used to convey information to an individual. For example, a first display may display data to the individual, and the displayed data may or may not be descriptive of the testing/training program being performed. Information displayed may be obtained, in whole or in part, using sensors of the system. Examples of information descriptive of the program being performed are heart rate information, success rate for the program thus far, time or number of repetitions remaining for the program or the current portion of the program, etc. In some examples, information may be displayed to increase the sensory and/or neural processing load experienced by the individual, for example to “distract” an individual. Examples of distracting information may be simple lights, irrelevant messages, pictures, text, etc.
Further, more than a single display may be used to provide an instruction to an individual. For example, a first display may be used to instruct an individual to take a first type of action (such as to turn), while a second display may be used to instruct an individual to take a second type of action (such as to crouch or jump), with the differentiation between those displays to identify the correct action to take in response to provided symbols serving as part of the testing/training program.
By way of further example, in some instances a first display may be used to direct an individual as to which of the other displays should be used to receive the next instruction. For example, an arrow or other symbol in a central display may be used to indicate which of a plurality of additional displays will provide the next actionable instruction. The indication as to which additional display should be used to provide the next actionable instruction need not be an arrow, but may use an alphanumeric, pictographic, color, or other designation to indicate which display will provide the next actionable instruction. Additional neural processing by the individual, such as performing a mathematical calculation to attain a number corresponding in some way to the display to be used for the next actionable instruction, may be required in accordance with the present invention in order to increase the neurological processing load for a testing/training program in accordance with the present invention. In such an example, some or all of the non-indicated displays may provide instructions contradicting the instructions given by the indicated display.
As a yet further example, a first display may provide an output that instructs an individual as to whether to follow the instructions given by a different display. For example, a green indicator in a first display may indicate that the individual should follow instructions provided by a second display, while a red indicator in the first display may indicate that the individual should not follow instructions provided by a second display. In some examples, the determination as to whether to follow instructions may be quite taxing, for example determining whether a number displayed or the solution to a displayed mathematical calculation is odd or even.
Referring now to
Various other types of symbols of more or even less complexity than those depicted in
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Method 900 may be performed iteratively for a number of times, either contemporaneously or over the course of hours, days, weeks, months, or even years to provide repeated measurements and/or training of an individual's athletic, sensory, neurological, cognitive, and other functions.
Referring now to
Clock 1010 may communicate 1012 a time to wearable sensor(s) 1020. Clock 1010 may further communicate 1013 a time to non-wearable sensor(s) 1030. A control unit 1030 may also receive 1016 a time from clock 1010. Clock 1010 may directly exchange data with wearable sensor(s) 1020 and/or non-wearable sensor(s) 1030 as shown in the example of
By associating a time derived from clock 1010 with measurements or other data provided to control unit 1030 by wearable sensor(s) 1020 and non-wearable sensor(s) 1030, and by independently receiving time information from clock 1010 at control unit 1030, the time lag between when a measurement is made and when that measurement is received by control unit 1030 may be measured and accounted for in controlling (via connection 1075) display 1010 to provide symbols directing an individual engaging in a training program, controlling (via connection 1045) sensory quantity 1040 available to the individual, controlling (via connection 1055) sensory quality available to the individual, and/or controlling (via connection 1065) other stimuli 1060 provided to the individual. In some examples, clock 1010 may also communicate 1014 time information to a device (such as eyewear) varying sensory quantity 1040 and may further communicate 1015 time information to a device (such as eyewear) varying sensory quality 1050 in order to provide time information associated with the variance of the quantity and/or quality of visual or other sensory information.
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Referring now to
Using the time standards obtained in step 1110, the time lag for different types of sensor measurements to arrive at a control unit may be measured in step 1120. For example, by using time stamps associated with measurements received from wearable sensors a first time lag associated with those wearable sensor(s) may be determined, while by using time stamps associated with measurements received from non-wearable sensors a second time lag associated with those non-wearable sensor(s) may be determined. For example, step 1120 may determine that measurements made by wearable sensors require 5 milliseconds to reach the control unit, while measurements made by non-wearable sensors require 15 milliseconds to reach the control unit. These examples of lag are exemplary only, and further method 1100 may be used to account for time lags for individual sensors and/or different types of wearable and/or non-wearable sensors.
In step 1130 the time lag determined in step 1120 may be accounted for in controlling one or more display (for example, to provide instructions to an individual engaging in a testing/training program), in controlling the quantity/quality of sensory data (such as visual information) available to an individual, and/or to control other stimuli provided as part of a testing/training program in accordance with the present invention. Method 1100 may then proceed to step 1140 of providing testing/training to the individual, such as described above. Step 1140 may comprise displaying symbols directing the individual to perform actions as part of a testing/training program, varying the quality and/or quantity of visual information provided to an individual by eyewear in accordance with the present invention, making measurements of an individual's responses using various sensors, etc.
Method 1100 may be performed for each portion of a testing/training program, periodically during a testing/training program, constantly during a testing/training program, or on a predetermined schedule (hourly, daily, weekly, etc.) for equipment to be used as part of a testing/training program.
While the systems and methods of the present invention have been described in examples herein, variation may be made to these examples without departing from the scope of the present invention. More, fewer, and/or different types of sensors than the examples provided herein may be used without departing from the scope of the present invention. The types of training/testing actions described herein may vary considerably from the present examples, and may be particularly related to the rehabilitative and/or athletic training objectives of the associated program for a particular individual. No particular protocol or media for the exchange of information between components of a system in accordance with the present invention is required.
The present invention may be used for any type of physical activity, such as but not limited to athletic training, rehabilitation to improve, restore and/or maintain physical and/or sensory skills that have been or are impaired by injury, illness, and/or age. Such rehabilitation need not be sport related. For any type of training, systems and methods in accordance with the individual may provide the individual training an opportunity to initiate or terminate a training session. The ability to initiate or terminate a training session by the individual training may facilitate the acclimation of sensitive individuals to the training process through frequent but brief training sessions, thereby avoid excessive nausea, vertigo, and similar side effects sometimes encountered as part of perceptual stress training. Further, systems and methods in accordance with the present invention may be helpful in assessing the degree and type of impairment experienced by an individual.
The present invention is not limited to any particular sport or type of training, and may be used for skills, such as basic balance and coordination, that are needed for rehabilitation services. The performance and/or physiological data measured may vary from the examples described herein. In some examples, systems and methods in accordance with the present invention may implement only some types of sensors, such as only performance sensors or only physiological sensors. Similarly, some implementations of the present invention may adjust only the quantity or only the quality of visual information, or may only restrict one of the quality or the quantity of visual information provided.
This application claims the benefit of provisional patent application Ser. No. 62/086,489, entitled “Wearable Sensors with Heads-up Display,” filed on Dec. 2, 2014, which is incorporated herein by reference.
Number | Date | Country | |
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62086489 | Dec 2014 | US |