Bayesian Geolocation and Parameter Estimation by Retaining Channel and State Information
US-2020057163-A1 · Feb 20, 2020 · US
US11764488B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11764488-B2 |
| Application number | US-202117466348-A |
| Country | US |
| Kind code | B2 |
| Filing date | Sep 3, 2021 |
| Priority date | Sep 9, 2020 |
| Publication date | Sep 19, 2023 |
| Grant date | Sep 19, 2023 |
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Methods for determining variability in a state of a medium, include monitoring the medium and determining the variability in the state of the medium based on the processing of the response over time based on the response detected at the at least one receive element over time. Monitoring the medium can include generating a transmit signal, transmitting it into the medium using a transmit element, and receiving a signal from the medium at a receive element. The transmit and receive elements can be decoupled from one another. The transmit and receive elements can have differing geometry. The determined variability in the state of the medium can be used to provide notifications and/or take automated actions.
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The invention claimed is: 1. A method for determining variability in a state of a medium, comprising: monitoring the medium, wherein monitoring the medium comprises: generating a transmit signal having at least two different frequencies each of which falls within a range of between about 10 kHz to about 100 GHz; transmitting the transmit signal into the medium from at least one transmit element; and using at least one receive element that is decoupled from the at least one transmit element to detect a response resulting from transmitting the transmit signal by the at least one transmit element into the medium; determining the variability in the state of the medium based on the processing of the response over time based on the response detected at the at least one receive element over time. 2. The method of claim 1 , further comprising directing a flow of the medium past the transmit element and the receive element. 3. The method of claim 2 , wherein directing the flow of the medium comprises driving the flow of the medium through a channel using a pump. 4. The method of claim 1 , further comprising providing a notification based on the determined variability in the state of the medium. 5. The method of claim 1 , further comprising carrying out an automated action based on the determined variability in the state of the medium. 6. The method of claim 1 , wherein the determining of the variability in the state of the medium includes measuring an amount of variance in the response over time. 7. The method of claim 1 , wherein the determining of the variability in the state of the medium includes determining amounts for one or more analytes based on the response, and determining variance of the amounts of the one or more analytes over time. 8. The method of claim 1 , wherein the determining of the variability in the state of the medium includes determining whether the medium is in a steady state condition. 9. The method of claim 8 , wherein the determining of whether the medium is in a steady state condition includes comparing a variability of the response detected at the at least one receive element over time to a threshold value. 10. The method of claim 1 , wherein the at least one transmit element and the at least one receive element are included in a sensor including a plurality of sensor arrays. 11. A method for determining the extent of mixing of a medium, comprising: monitoring the medium, wherein monitoring the medium comprises: generating a transmit signal having at least two different frequencies each of which falls within a range of between about 10 kHz to about 100 GHz; transmitting the transmit signal from at least one transmit element into the medium; and detecting a response resulting from transmitting the transmit signal by the at least one transmit element into the medium using at least one receive element; and determining the extent of mixing based on the processing of the response over time based on the response detected at the at least one receive element over time. 12. The method of claim 11 , further comprising directing a flow of the medium past the transmit element and the receive element. 13. The method of claim 12 , wherein directing the flow of the medium comprises driving the flow of the medium through a channel using a pump. 14. The method of claim 11 , further comprising providing a notification based on the determined extent of mixing of the medium. 15. The method of claim 11 , further comprising carrying out an automated action based on the determined extent of mixing of the medium. 16. The method of claim 11 , wherein the determining of the extent of mixing of the medium includes measuring an amount of variance in the response over time. 17. The method of claim 11 , wherein the determining of the extent of mixing of the medium includes determining amounts for one or more analytes based on the response, and determining variance of the amounts of the one or more analytes over time. 18. The method of claim 11 , wherein the determining of the extent of mixing of the medium includes determining whether the medium is a homogeneous mixture. 19. The method of claim 18 , wherein the determining whether the medium is the homogeneous mixture includes comparing a variability of the response detected at the at least one receive element over time to a threshold value. 20. The method of claim 11 , wherein the at least one transmit element and the at least one receive element are included in a sensor including a plurality of sensor arrays.
formed by a conductive layer on an insulating support {(patch antennas H01Q9/0407; microstrip dipole antennas H01Q9/065; microstrip slot antennas H01Q13/106; transmission line microstrip antennas H01Q13/206; manufacturing reflecting surfaces using insulating material for supporting the reflecting surface H01Q15/142)} · CPC title
Combinations of substantially independent non-interacting antenna units or systems {(multiple beam H01Q25/00)} · CPC title
Estimation of channel variability, e.g. coherence bandwidth, coherence time, fading frequency · CPC title
of propagation channels · CPC title
Resources in frequency domain, e.g. a carrier in FDMA · CPC title
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