Blind signal separation
First Claim
Patent Images
1. A signal processing system, comprising:
- at least one sensor for detecting a plurality of input signals comprising at least one source signal;
a storage device coupled to the at least one sensor for storing the input signals;
an architecture processor coupled to the storage device for defining and determining a signal separation architecture, the signal separation architecture defining a relationship between the plurality of input signals and at least one output signal, the relationship having constant parameters and time-varying parameters;
an update processor coupled to the architecture processor for determining a rate of change for the time-varying parameters in response to an associated rate of change; and
an output processor coupled to the architecture processor for providing the at least one output signal based on the signal separation architecture, the constant parameters, and the time-varying parameters, the at least one output signal estimating the at least one source signal;
wherein the signal separation architecture models a mixing environment and a separation environment as a linear dynamic system, wherein a mixing model is of the form
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Abstract
Signal separation processing includes a signal separation architecture defining a relationship between at least one input signal and at least one output signal. The signal separation architecture includes a state space representation that establishes a relationship between the input and output signals. At least one output signal is based on the signal separation architecture.
105 Citations
51 Claims
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1. A signal processing system, comprising:
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at least one sensor for detecting a plurality of input signals comprising at least one source signal;
a storage device coupled to the at least one sensor for storing the input signals;
an architecture processor coupled to the storage device for defining and determining a signal separation architecture, the signal separation architecture defining a relationship between the plurality of input signals and at least one output signal, the relationship having constant parameters and time-varying parameters;
an update processor coupled to the architecture processor for determining a rate of change for the time-varying parameters in response to an associated rate of change; and
an output processor coupled to the architecture processor for providing the at least one output signal based on the signal separation architecture, the constant parameters, and the time-varying parameters, the at least one output signal estimating the at least one source signal;
wherein the signal separation architecture models a mixing environment and a separation environment as a linear dynamic system, wherein a mixing model is of the form - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A signal processing system, comprising:
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at least one sensor for detecting a plurality of input signals comprising at least one source signal;
an architecture processor in communication with the at least one sensor for determining a signal separation architecture, the signal separation architecture defining a relationship between the plurality of input signals and at least one output signal, wherein the signal separation architecture comprises a state space representation that establishes the relationship between the plurality of input signals and the at least one output signal of the form - View Dependent Claims (16, 17, 18, 19, 20)
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21. A signal separation processing method, comprising:
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receiving and storing a plurality of input signals comprising at least one source signal;
defining a signal separation architecture, the signal separation architecture defining a relationship between the plurality of input signals and at least one output signal;
initializing constant and time varying parameters of the relationship;
determining the time varying parameters in response to the rate of change associated with each time varying parameter; and
providing the at least one output signal based on the signal separation architecture and the constant and time varying parameters, the at least one output signal estimating the at least one source signal;
wherein the signal separation architecture models a mixing environment and a separation environment as a linear dynamic system, wherein a mixing model is of the form - View Dependent Claims (22, 23, 24, 25, 26)
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27. A signal separation processing method, comprising:
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receiving a plurality of input signals resulting from at least one source signal;
defining a signal separation architecture, the signal separation architecture defining a relationship between the plurality of input signals and at least one output signal, wherein the signal separation architecture comprises a state space representation that establishes a relationship between the plurality of input signals and the at least one output signal of the form - View Dependent Claims (28, 29, 30, 31, 32, 33, 34, 35)
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36. An acoustic signal discrimination system, comprising:
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a plurality of acoustic sensors for detecting a plurality of input signals, wherein each input signal comprises different mixtures of a plurality of source signals;
a storage device coupled to the plurality of acoustic sensors for storing the plurality of input signals;
an architecture processor coupled to the storage device for determining an acoustic signal discrimination architecture that defines a relationship between the plurality of input signals and at least one output signal, the relationship comprising constant parameters and time varying parameters;
an update processor coupled to the architecture processor for determining a rate of change for the time varying parameters in response to an associated rate of change; and
an output processor coupled to the architecture processor for providing the at least one output signal based on the acoustic signal discrimination architecture, the constant parameters, and the time varying parameters, the at least one output signal estimating the at least one source signal;
wherein the acoustic signal discrimination architecture models a mixing environment and a separation environment as a linear dynamic system, wherein a mixing model is of the form - View Dependent Claims (37, 38, 39, 40, 41, 42, 43, 44)
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45. An acoustic signal discrimination system, comprising:
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at least one acoustic sensor for detecting a plurality of input signals, wherein each input signal comprises different mixtures of a plurality of source signals;
a storage device coupled to the at least one acoustic sensor for storing the plurality of input signals;
an architecture processor coupled to the storage device for determining an acoustic signal discrimination architecture that defines a relationship between the plurality of input signals and at least one output signal, the relationship comprising constant parameters and time varying parameters, the acoustic signal discrimination architecture is defined by at least one state space representation that establishes the relationship between input signals and output signals, each state space representation of the form - View Dependent Claims (46, 47, 48, 49, 50, 51)
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Specification