Dequantizing low-resolution iot signals to produce high-accuracy prognostic indicators
US-2019310617-A1 · Oct 10, 2019 · US
US11528080B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11528080-B2 |
| Application number | US-201917295533-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 15, 2019 |
| Priority date | Nov 27, 2018 |
| Publication date | Dec 13, 2022 |
| Grant date | Dec 13, 2022 |
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[Problem] In an optical transmission system, a position and a cause of a failure are identified while avoiding tightness of processing on a network controller side. [Solution] An optical transmission system 1 includes a plurality of nodes 4 i to 4 k interconnected by an optical transmission line, a plurality of node controllers 3 i to 3 k that detect degradation of signal quality at the nodes 4 i to 4 k , respectively, and determine a degradation mode correlated with the signal quality, and a network controller 2 that identifies a node or a component in which failure has occurred based on a node for which the node controller 3 i to 3 k has detected degradation of the signal quality, the degradation mode, a network topology formed of the nodes, and an optical path set between the nodes.
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The invention claimed is: 1. An optical transmission system, comprising: a plurality of nodes interconnected by an optical transmission line, wherein each of the plurality of nodes is an optical cross connect through which optical signals of a plurality of frequency slots pass; a plurality of determination units, each including one or more processors and configured to detect degradation of signal quality at each of the plurality of nodes, identify time-series data of photophysical properties correlated with time-series data of the signal quality, and determine a degradation mode; and a network controller, including one or more processors, configured to identify a node or a component in which a failure or performance degradation has occurred based on a node for which a determination unit of the plurality of determination units has detected degradation of the signal quality, the degradation mode, a network topology formed of the plurality of nodes, and information on optical paths set between the plurality of nodes, wherein the network controller is configured to collect time-series data of a photophysical property corresponding to the degradation mode from a determination unit of the plurality of determination units that is configured to manage a node serving as an end of each of optical buses to compute a correlation coefficient matrix between optical paths and identify a most upstream node of nodes common to combinations of optical paths having a correlation coefficient exceeding a threshold value as a suspected location related to a failure or performance degradation. 2. The optical transmission system according to claim 1 , wherein each of the plurality of determination units is configured to, upon detecting degradation of the signal quality, determine a correlation between a photophysical property and the signal quality over a predetermined period of time before and after a detected timing. 3. The optical transmission system according to claim 1 , wherein the determination unit is a node controller configured to manage a node or a component for which degradation of the signal quality has been detected. 4. The optical transmission system according to claim 1 , wherein the determination unit is a transponder provided in a node in which degradation of the signal quality has been detected. 5. The optical transmission system according to claim 1 , wherein the time-series data of the photophysical property correlated with time-series data of the signal quality includes at least one selected from the group consisting of time-series data of a wavelength dispersion compensation amount, time-series data of a polarization mode dispersion compensation amount, time-series data of a state of polarization (SOP), time-series data of a signal-to-noise ratio, time-series data of a polarization-dependent loss, time-series data of crosstalk, time-series data of a fiber non-linear effect, time-series data of inter-symbol interference, time-series data of constellation distortion, time-series data of a light source frequency, and time-series data of spectrum symmetry. 6. An optical transmission system, comprising: a plurality of nodes interconnected by an optical transmission line; a plurality of determination units, each including one or more processors and configured to detect degradation of signal quality at each of the plurality of nodes, identify time-series data of photophysical properties correlated with time-series data of the signal quality, and determine a degradation mode; and a network controller, including one or more processors, configured to identify a node or a component in which a failure or performance degradation has occurred based on a node for which a determination unit of the plurality of determination units has detected degradation of the signal quality, the degradation mode, a network topology formed of the plurality of nodes, and information on optical paths set between the plurality of nodes; wherein the determination unit is configured to manage a node or a component for which degradation of the signal quality has been detected and a cause of a failure in the node or the component is diagnosed based on time-series data of an attenuation amount of light applied to an optical signal constituting each of the optical paths and passing through the node, or time-series data of optical power. 7. A failure diagnosis method, performed by an optical transmission system comprising a plurality of nodes interconnected by an optical transmission line, management units each configured to manage each of the plurality of nodes, and a network controller configured to comprehensively manage the management units, the method comprising: determining, by the management units, a degradation mode by detecting a degradation of signal quality in a nodes of the plurality of nodes and identifying time-series data of a photophysical property correlated with time-series data of the signal quality; and identifying, by the network controller, a node or component in which a failure or performance degradation has occurred based on a node for which the management units have detected degradation of the signal quality, the degradation mode, a network topology formed of the plurality of nodes, and information on optical paths set between the plurality of nodes, wherein the time-series data of the photophysical property correlated with time-series data of the signal quality includes at least one selected from the group consisting of time-series data of a wavelength dispersion compensation amount, time-series data of a polarization mode dispersion compensation amount, time-series data of a state of polarization (SOP), time-series data of a signal-to-noise ratio, time-series data of a polarization-dependent loss, time-series data of crosstalk, time-series data of a fiber non-linear effect, time-series data of inter-symbol interference, time-series data of constellation distortion, time-series data of a light source frequency, and time-series data of spectrum symmetry. 8. The failure diagnosis method according to claim 7 , further comprising: determining, by each of the plurality of determination units, upon detecting degradation of the signal quality, a correlation between a photophysical property and the signal quality over a predetermined period of time before and after a detected timing. 9. The failure diagnosis method according to claim 7 , wherein the determination unit is a node controller configured to manage a node or a component for which degradation of the signal quality has been detected. 10. The optical transmission system according to claim 9 , wherein a cause of a failure in the node or the component is diagnosed based on time-series data of an attenuation amount of light applied to an optical signal constituting each of the optical paths and passing through the node, or time-series data of optical power. 11. The failure diagnosis method according to claim 7 , wherein the determination unit is a transponder provided in a node in which degradation of the signal quality has been detected. 12. The failure diagnosis method according to claim 7 , wherein: each of the plurality of nodes is an optical cross connect through which optical signals of a plurality of frequency slots pass; and the method further comprises: collecting, by the network controller, time-series data of a photophysical property corresponding to the degradation mode from a determination unit of the plurality of determination units that is configured to manage a node serving as an end of each of optical buses to compute a correlation coefficient matrix between optical paths; and identifying, by the network controller, a most upstream node
Network aspects, e.g. central monitoring of transmission parameters · CPC title
Arrangements for networking · CPC title
using measurements of the data signal · CPC title
Performance testing · CPC title
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