System and method for determining physiological parameters based on electrical impedance measurements
AssigneeGeneral Electric Company
InventorsAmit Satish Gore, Jeffrey Michael Ashe, Emad Andarawis Andarawis
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Abstract
A system and method for determining physiological parameters based on electrical impedance measurements is provided. One method includes obtaining electrical measurement signals acquired from a plurality of transducers coupled to a surface of an object and spatially pre-conditioning the obtained electrical measurement signals. The method also includes performing multiple-input-multiple-output (MIMO) analog to information conversion (AIC) of the spatially pre-conditioned electrical measurement signals to correlate the spatially pre-conditioned electrical measurement signals to separate the electrical measurement signals.
Claims23
A method for separating measurement signals, the method comprising:
- coupling a plurality of transducers on a surface of an object, the plurality of transducers comprising at least two excitation transducers and at least two measuring transducers;
- generating excitations on at least a subset of the plurality of transducers, the excitations driven in different configurations from at least one of the two excitation transducers;
- obtaining measurement response signals at a response detector, as acquired from the subset of the plurality of transducers;
- spatially pre-conditioning the obtained measurement signals to convert the measurement response signals into spatial vectors;
- performing multiple-input-multiple-output (MIMO) analog to information conversion (AIC) of the spatially pre-conditioned measurement signals to correlate the spatially pre-conditioned measurement signals in order to separate the measurement signals of a sub-space of desired physiological activities, as distinguished from a sub-space of undesired signals;
- wherein inputs of the MIMO AIC are the spatial vectors, and the MIMO AIC identifies and then tracks the sub-space of the desired physiological activities;
- and
- classifying the measurement signals of the sub-space of desired physiological activities as respiratory information and classifying the sub-space of undesired signals as ambulatory motion information.
A method for monitoring breathing, the method comprising:
- positioning a plurality of transducers on a surface of a person, the plurality of transducers comprising at least two excitation transducers and at least two measuring transducers;
- generating excitations on at least a subset of the plurality of transducers, the excitations driven in different configurations from at least one of the two excitation transducers;
- obtaining measurement response signals at a response detector, as acquired from all or the subset of the plurality of transducers;
- spatially pre-conditioning the obtained measurement signals to convert the measurement response signals into spatial vectors;
- and then
- performing multiple-input-multiple-output (MIMO) analog to information conversion (AIC) of the measurement signals to correlate the measurement signals of a sub-space of desired physiological activities as breathing signals and measurement signals of a sub-space of undesired physiological activities as ambulatory motion signals;
- wherein inputs of the MIMO AIC are the spatial vectors, and the MIMO AIC identifies and then tracks the breathing signals and the ambulatory motion signals;
- and
- classifying the measurement signals of the sub-space of desired physiological activities as respiratory information and classifying the sub-space of undesired signals as ambulatory motion information.
The method of 15, wherein the output of the MIMO AIC comprises digitized de-correlation coefficients of the measurement signals and an uncorrected output data stream.
An impedance measurement system comprising:
- a plurality of transducers configured for positioning at a surface of an object, the plurality of transducers comprising at least two excitation transducers and at least two measuring transducers, wherein the plurality of transducers correspond to a plurality of channels;
- an excitation driver coupled to at least a subset of the plurality of channels and configured to generate excitations on at least a subset of the plurality of transducers in different configurations from at least one of the two excitation transducers:
- a response detector configured to measure a response on at least a subset of the plurality of transducers to define measurement signals;
- and
- a processor having a physiological parameter extraction module that uses multiple-input-multiple-output (MIMO) analog to information conversion (AIC) of the measurement signals to correlate the measurement signals in order to separate the measurement signals of a sub-space of desired physiological activities, as distinguished from a sub-space of undesired signals;
- wherein the processor is configured to pre-condition the measurements signals prior to the MIMO AIC using a signal pre-conditioner that utilizes spatial differentiation;
- wherein the MIMO AIC identifies and then tracks the sub-space of the desired physiological activities;
- and
- wherein the processor is configured to classify the measurement signals of the sub-space of desired physiological activities as respiratory information and classify the sub-space of undesired signals as ambulatory motion information.
Dependencies are inferred from the claim text.