Reserve estimates during resistance training
AssigneeTonal Systems, Inc.
InventorsSteven Mark Hirsch, Joshua Ben Shapiro, Lauren Christine Benson, Jacob Tyler Rauch, Giuseppe Barbalinardo
Life of this patent
Estimating the term…
Abstract
A time series of raw performance data samples pertaining to performing of a set of repetitions of a movement by a user is collected from a sensor. A set of features is generated from the collected time series of raw performance data samples, including by extracting one or more waveform shape features. The set of features, including the extracted one or more waveform shape features, is provided as input to a model that outputs an estimate of repetitions in reserve.
Claims21
An exercise machine, comprising:
- a sensor;
- a memory;
- and
- one or more processors coupled to the memory and configured to:
- collect, from the sensor, a time series of raw performance data samples pertaining to performing of a set of repetitions of a movement by a user;
- generate, from the collected time series of raw performance data samples, a set of features, including extracting one or more waveform shape features;
- provide the set of features, including the extracted one or more waveform shape features, as input to a model that outputs an estimate of repetitions in reserve;
- and
- dynamically adjust torque requested of a motor based at least in part on the estimate of repetitions in reserve output by the model.
A method, comprising:
- collecting, from a sensor, a time series of raw performance data samples pertaining to performing of a set of repetitions of a movement by a user;
- generating, from the collected time series of raw performance data samples, a set of features, including extracting one or more waveform shape features;
- providing the set of features, including the extracted one or more waveform shape features, as input to a model that outputs an estimate of repetitions in reserve;
- and
- dynamically adjusting torque requested of a motor based at least in part on the estimate of repetitions in reserve output by the model.
A computer program product, the computer program product being embodied in a tangible non-transitory computer readable storage medium and comprising computer instructions for:
- collecting, from a sensor, a time series of raw performance data samples pertaining to performing of a set of repetitions of a movement by a user;
- generating, from the collected time series of raw performance data samples, a set of features, including extracting one or more waveform shape features;
- and
- providing the set of features, including the extracted one or more waveform shape features, as input to a model that outputs an estimate of repetitions in reserve.
Dependencies are inferred from the claim text.