State recognizing device, state recognizing method, and recording medium
First Claim
1. A state recognizing device for recognizing a plurality of states of a space, comprising:
- a first filter unit that performs a filtering process on a time-series signal, which is obtained as a result of performing remote measuring on the space, in accordance with a first cutoff frequency so as to allow a signal component deriving from movement of a biological organism to pass through;
a second filter unit that performs a filtering process on the time-series signal in accordance with a second cutoff frequency, which is lower than the first cutoff frequency, so as to allow a signal component based on biological information of the biological organism to pass through;
an amplitude-component extracting unit that extracts a first feature quantity related to an amplitude component from a signal passed through the first filter unit and the second filter unit;
a frequency-component extracting unit that extracts a second feature quantity related to a frequency component from a signal passed through the first filter unit and the second filter unit;
a model storage unit that collects an aggregate of feature quantity-state data, each piece of the feature quantity-state data including amplitude information corresponding to an output of the amplitude-component extracting unit, frequency information corresponding to an output of the frequency-component extracting unit, and one of the plurality of the sates for the amplitude information and the frequency information; and
a recognizing unit that recognizes a state of the space by using the first feature quantity, the second feature quantity, and the aggregate of feature quantity-state data.
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Abstract
Provided is a state recognizing device including: a first filter unit performing a filtering process on a time-series signal obtained by performing remote measuring on a space, in accordance with a first cutoff frequency to allow a signal component deriving from movement of a biological organism to pass through; a second filter unit performing a filtering process on the time-series signal in accordance with a second cutoff frequency to allow a signal component based on biological information to pass through; an amplitude-component extracting unit extracting a first feature quantity related to an amplitude component from a signal passed through the first and/or second filter units; a frequency-component extracting unit extracting a second feature quantity related to a frequency component from a signal passed through the first and/or second filter units; and a recognizing unit recognizing a state of the space by using the first and second feature quantities.
40 Citations
12 Claims
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1. A state recognizing device for recognizing a plurality of states of a space, comprising:
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a first filter unit that performs a filtering process on a time-series signal, which is obtained as a result of performing remote measuring on the space, in accordance with a first cutoff frequency so as to allow a signal component deriving from movement of a biological organism to pass through; a second filter unit that performs a filtering process on the time-series signal in accordance with a second cutoff frequency, which is lower than the first cutoff frequency, so as to allow a signal component based on biological information of the biological organism to pass through; an amplitude-component extracting unit that extracts a first feature quantity related to an amplitude component from a signal passed through the first filter unit and the second filter unit; a frequency-component extracting unit that extracts a second feature quantity related to a frequency component from a signal passed through the first filter unit and the second filter unit; a model storage unit that collects an aggregate of feature quantity-state data, each piece of the feature quantity-state data including amplitude information corresponding to an output of the amplitude-component extracting unit, frequency information corresponding to an output of the frequency-component extracting unit, and one of the plurality of the sates for the amplitude information and the frequency information; and a recognizing unit that recognizes a state of the space by using the first feature quantity, the second feature quantity, and the aggregate of feature quantity-state data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A state recognizing method for recognizing a plurality of states of a space, comprising:
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a first filtering step for performing a filtering process on a time-series signal, which is obtained as a result of performing remote measuring on the space, in accordance with a first cutoff frequency so as to allow a signal component deriving from movement of a biological organism to pass through; a second filtering step for performing a filtering process on the time-series signal in accordance with a second cutoff frequency, which is lower than the first cutoff frequency, based on biological information of the biological organism; an amplitude-component extracting step for extracting a first feature quantity related to an amplitude component from a signal passed in the first filtering step and the second filtering step; a frequency-component extracting step for extracting a second feature quantity related to a frequency component from a signal passed in the first filtering step and the second filtering step; a model storing step for collecting an aggregate of feature quantity-state data, each piece of the feature quantity-state data including amplitude information corresponding to an output of the amplitude-component extracting unit, frequency information corresponding to an output of the frequency-component extracting unit, and one of the plurality of the sates for the amplitude information and the frequency information; and a state recognizing step for recognizing a state of the space by using the first feature quantity, the second feature quantity, and the aggregate of feature quantity-state data.
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12. A non-transitory recording medium having a computer program stored therein for recognizing a plurality of states of a space, the computer program causing a computer to execute:
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a first filtering step for performing a filtering process on a time-series signal, which is obtained as a result of performing remote measuring on the space, in accordance with a first cutoff frequency so as to allow a signal component deriving from movement of a biological organism to pass through; a second filtering step for performing a filtering process on the time-series signal in accordance with a second cutoff frequency, which is lower than the first cutoff frequency, based on biological information of the biological organism; an amplitude-component extracting step for extracting a first feature quantity related to an amplitude component from a signal passed in the first filtering step and the second filtering step; a frequency-component extracting step for extracting a second feature quantity related to a frequency component from a signal passed in the first filtering step and the second filtering step; a model storing step for collecting an aggregate of feature quantity-state data, each piece of the feature quantity-state data including amplitude information corresponding to an output of the amplitude-component extracting unit, frequency information corresponding to an output of the frequency-component extracting unit, and one of the plurality of the sates for the amplitude information and the frequency information; and a state recognizing step for recognizing a state of the space by using the first feature quantity, the second feature quantity, and the aggregate of feature quantity-state data.
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Specification