Efficient situational awareness by event generation and episodic memory recall for autonomous driving systems
US-10409279-B2 · Sep 10, 2019 · US
US10902387B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10902387-B2 |
| Application number | US-201715687018-A |
| Country | US |
| Kind code | B2 |
| Filing date | Aug 25, 2017 |
| Priority date | Aug 25, 2017 |
| Publication date | Jan 26, 2021 |
| Grant date | Jan 26, 2021 |
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A method of operating an aircraft. The method includes sensing, using a trusted sensor, a trusted parameter of the aircraft during operation of the aircraft; receiving, at a processor, the trusted parameter; entering, by the processor, the trusted parameter as a first immutable entry into a ledger stored on an immutable non-transitory computer-recordable storage medium, wherein immutable is defined as unchangeability of data stored on the non-transitory computer-recordable storage medium, and wherein the ledger also contains additional immutable entries regarding operations of the aircraft and an aircraft environment; executing, by the processor, a recursive analysis algorithm on the first immutable entry together with the additional immutable entries to produce analyzed data; and using, by the processor, the analyzed data to improve future operational performance of the aircraft by ordering changes in how a component of the aircraft performs during operation of the aircraft based on the analyzed data.
Opening claim text (preview).
What is claimed is: 1. A method of operating an aircraft, the method comprising: receiving, by a processor, a parameter of an aircraft, wherein the parameter is received by the processor from a sensor during operation of the aircraft; entering, by the processor, the parameter as a first immutable entry into a ledger stored on a non-transitory computer-recordable storage medium, wherein immutable is defined as unchangeability of data stored on the non-transitory computer-recordable storage medium such that neither the processor, nor any other processor, can ever modify the data, and wherein the ledger also comprises additional immutable entries regarding operations of the aircraft and an aircraft environment; performing, by the processor, recursive analysis on the first immutable entry together with the additional immutable entries to produce analyzed data; and using, by the processor, the analyzed data to improve future operational performance of the aircraft by ordering changes in how a component of the aircraft performs during operation of the aircraft based on the analyzed data, wherein the ledger is accessible through one or more devices of a secure distributed network. 2. The method of claim 1 , wherein the sensor comprises one of an onboard sensor, an off-board sensor, multiple sensors, and a combination of both onboard and off-board sensors. 3. The method of claim 1 , wherein the processor comprises one of an onboard processor, an off-board processor, and a combination of both the onboard processor and the off-board processor. 4. The method of claim 1 further comprising: correlating, by the processor, event activities related to the aircraft across multiple operational domains to provide operational logistic visibility and operational enhancement. 5. The method of claim 1 further comprising: maintaining the ledger in multiple instantiations both onboard and off-board the aircraft. 6. The method of claim 1 further comprising: logging contextual event information associated with the parameter; correlating the contextual event information with the parameter to form a correlation; and further including the correlation when performing the recursive analysis. 7. The method of claim 1 further comprising: determining a probability of a future event using the analyzed data. 8. The method of claim 7 further comprising: using a corollary contribution analysis to estimate when the future event is expected to occur. 9. The method of claim 7 further comprising: determining a frequency of the future event using the analyzed data. 10. The method of claim 9 further comprising: determining additional probabilities and frequencies of similar future events across a fleet of additional aircraft. 11. The method of claim 7 further comprising: estimating a cause for the future event. 12. The method of claim 11 further comprising: estimating an approach to address the future event. 13. The method of claim 1 further comprising: using the ledger to authenticate a part being used in the aircraft. 14. A method of operating an aircraft, the method comprising: sensing, using a sensor, an event related to an aircraft during operation of the aircraft, wherein the event is defined as data received from a sensor that is predetermined to be trustworthy; receiving, at a processor, the event; entering, by the processor, the event as a first immutable entry into a ledger stored on a non-transitory computer-recordable storage medium, wherein immutable is defined as unchangeability of data stored on the non-transitory computer-recordable storage medium such that neither the processor, nor any other processor, can ever modify the data, and wherein the ledger also comprises additional immutable entries regarding operations of the aircraft; performing, by the processor, recursive analysis on the first immutable entry together with the additional immutable entries to produce analyzed data; and using, by the processor, the analyzed data to determine an estimated cause for the event, wherein the ledger is accessible through a secure distributed network. 15. The method of claim 14 further comprising: estimating an approach to addressing the event. 16. The method of claim 14 , wherein the event comprises a part of the aircraft operating outside of predefined operating parameters. 17. An aircraft comprising: a fuselage; an onboard computer inside the fuselage, the onboard computer comprising a processor in communication with a non-transitory computer-recordable storage medium storing program code which, when executed by the processor, performs a computer-implemented method, the program code comprising: code for sensing, using a sensor, a parameter of the aircraft during operation of the aircraft; code for receiving, at the processor, the parameter; code for entering, by the processor, the parameter as a first immutable entry into a ledger stored on a non-transitory computer-recordable storage medium, wherein immutable is defined as unchangeability of data stored on the non-transitory computer-recordable storage medium such that neither the processor, nor any other processor, can ever modify the data, and wherein the ledger also comprises additional immutable entries regarding operations of the aircraft and an aircraft environment; code for performing, by the processor, recursive analysis on the first immutable entry together with the additional immutable entries to produce analyzed data; and code for using, by the processor, the analyzed data to improve future operational performance of the aircraft by ordering changes in how a component of the aircraft performs during operation of the aircraft based on the analyzed data, wherein the ledger is accessible through a secure distributed network. 18. The aircraft of claim 17 , wherein the program code further comprises: code for correlating, by the processor, event activities related to the aircraft across multiple operational domains to provide operational logistic visibility and operational enhancement. 19. The aircraft of claim 17 , wherein the program code further comprises: code for maintaining the ledger in multiple instantiations both onboard and off-board the aircraft. 20. The aircraft of claim 17 , wherein the program code further comprises: code for logging contextual event information associated with the parameter; code for correlating the contextual event information with the parameter to form a correlation; and code for further including the correlation when performing the recursive analysis.
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