Resource allocation using vehicle maneuver prediction
US-2024420566-A1 · Dec 19, 2024 · US
US10142789B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10142789-B2 |
| Application number | US-201615132521-A |
| Country | US |
| Kind code | B2 |
| Filing date | Apr 19, 2016 |
| Priority date | Feb 26, 2015 |
| Publication date | Nov 27, 2018 |
| Grant date | Nov 27, 2018 |
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Disclosed herein is a sensor chip including at least one sensing device and a control circuit. The control circuit is configured to receive configuration data as input, and acquire data from the at least one sensing device in accordance with the configuration data. The control circuit classifies a context of the at least one sensing device relative to its surroundings based on analysis of the acquired data in accordance with the configuration data.
Opening claim text (preview).
The invention claimed is: 1. A sensor chip mounted on a printed circuit board (PCB) and electrically coupled to a system on chip (SoC) mounted on the PCB via at least one conductive trace, the sensor chip comprising: at least one sensing device; and a control circuit configured to: receive configuration data as input, the configuration data including a feature configuration and a classification configuration; acquire data from the at least one sensing device; compute features of the data based on the data and the feature configuration; classify a context of the sensor chip relative to its surroundings based on the computed features of the data and in accordance with the classification configuration, and output the context. 2. The sensor chip of claim 1 , wherein the data further includes a sense channel configuration and a clock configuration; wherein the data is acquired from the at least one sensing device in accordance with the sense channel configuration; wherein the control circuit is further configured to generate triggers for the feature computation in accordance with the clock configuration; and wherein the features are computed in response to the triggers. 3. The sensor chip of claim 1 , wherein the configuration data further comprises a filtering configuration; and wherein control circuit is further configured to filter the data in accordance with the filtering configuration prior to computation of the features of the data. 4. The sensor chip of claim 3 , wherein the filtering configuration defines coefficients of a digital filter to be applied to the data. 5. The sensor chip of claim 4 , wherein the filtering configuration defines numerator and denominator coefficients of the digital filter. 6. The sensor chip of claim 2 , wherein the at least one sensing device is configured for measuring data at different channels; wherein the sense channel configuration specifies at which of the different channels to acquire data; and wherein the control circuit acquires the data from the specified channels of the at least one sensing device. 7. The sensor chip of claim 6 , wherein the different channels comprise different axes along which the at least one sensing device of capable of measuring data. 8. The sensor chip of claim 2 , wherein the at least one sensing device comprises a plurality of sensing devices; wherein the sense channel configuration specifies at least one sensing device of the plurality of sensing devices to acquire the data from; and wherein the control circuit acquires the data from the specified at least one sensing devices. 9. The sensor chip of claim 8 , wherein the sense channel configuration specifies more than one of the plurality of sensing devices to acquire data from; and wherein the control circuit acquires the data from the specified ones of the plurality of sensing devices. 10. The sensor chip of claim 2 , wherein the clock configuration comprises a period of time after which a trigger is generated. 11. The sensor chip of claim 2 , wherein the clock configuration comprises an event detectable within the data at which a trigger is generated. 12. The sensor chip of claim 11 , wherein the event comprises a zero amplitude crossing of the data. 13. The sensor chip of claim 2 , wherein the feature configuration comprises a number of occurrences of a condition of the data; and wherein the control circuit increments the number of occurrences as a function of the triggers. 14. The sensor chip of claim 13 , wherein the condition of the data comprises a zero amplitude crossing of the data in a positive direction. 15. The sensor chip of claim 13 , wherein the condition of the data comprises a zero amplitude crossing of the data in a negative direction. 16. The sensor chip of claim 1 , wherein the feature configuration comprises at least one characteristic of the data; and wherein the control circuit computes the features as a function of the at least one characteristic. 17. The sensor chip of claim 16 , wherein the at least one characteristic of the data comprises at least one of the group comprising: a data maxima, a data minima, a data mean, a data variance, an energy in band, and an event duration. 18. The sensor chip of claim 1 , wherein the classification configuration comprises a decision tree. 19. The sensor chip of claim 1 , wherein the at least one sensing device comprises at least one of the group comprising: an accelerometer, a gyroscope, a magnetometer, a barometer, a proximity sensor, a light sensor, and a microphone. 20. The sensor chip of claim 2 , wherein the at least one sensing device comprises an accelerometer; wherein the data comprises acceleration data; wherein the control circuit computes the features of the acceleration data as a function of at least two triggers, and determines the context as whether a user carrying the sensor chip has performed a given movement as a function of the features and in accordance with the classification configuration. 21. The sensor chip of claim 20 , wherein the acceleration data comprises tri-axis acceleration data. 22. The sensor chip of claim 20 , wherein the acceleration data comprises an Euclidean norm of an acceleration vector. 23. The sensor chip of claim 20 , wherein the configuration data further comprises a filtering configuration, the filtering configuration comprising at least one of a bandpass filter, a high pass filter, a low pass filter, and a notch filter; and wherein the control circuit is further configured to filter the data in accordance with the filtering configuration prior to computation of the features of the data. 24. The sensor chip of claim 20 , wherein the clock configuration defines the triggers as amplitude threshold crossings of the acceleration data. 25. The sensor chip of claim 24 , wherein the amplitude threshold comprises zero such that the triggers represent zero crossing events. 26. The sensor chip of claim 24 , wherein the clock configuration defines the triggers as amplitude threshold crossings of the acceleration data from below the amplitude threshold to above the amplitude threshold. 27. The sensor chip of claim 26 , wherein the feature configuration defines a feature as a peak to peak value between the at least two triggers. 28. The sensor chip of claim 26 , wherein the feature configuration defines a feature as a duration of time between triggers. 29. The sensor chip of claim 26 , wherein the feature configuration defines a feature as a peak to peak value between two triggers, a duration between two triggers, and an energy in band for a given period of time. 30. The sensor chip of claim 20 , wherein the feature configuration defines a feature as energy in band for a given period of time. 31. The sensor chip of claim 30 , wherein the feature configuration defines the given period of time as two seconds. 32. The sensor chip of claim 20 , wherein the classification configuration defines a step as a function of the features. 33. The sensor chip of claim 32 , wherein the classification configuration defines the step as a function each of the features having a given relationship with a given threshold. 34. A sensor chip mounted on a printed circuit board (PCB) and electrically coupled to a system on chip (SoC) mounted on the PCB v
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