Agricultural Sensor Placement And Fault Detection In Wireless Sensor Networks
dc.contributor.assignee | Texas A&M University System | en |
dc.creator | Yang, Yanxiang | |
dc.creator | Hu, Jiang | |
dc.creator | Porter, Dana O. | |
dc.creator | Marek, Thomas H. | |
dc.creator | Hillyer, Charles C. | |
dc.creator | Sun, Lijia | |
dc.date.accessioned | 2023-05-03T13:33:39Z | |
dc.date.available | 2023-05-03T13:33:39Z | |
dc.date.filed | 12/11/2018 | |
dc.date.issued | 12/6/2022 | |
dc.description.abstract | Disclosed are various embodiments for optimized sensor deployment and fault detection in the context of agricultural irrigation and similar applications. For instance, a computing device may execute a genetic algorithm (GA) routine to determine an optimal sensor deployment scheme such that a mean-time-to-failure (MTTF) for the system is maximized, thereby improving communication of sensor measurements. Moreover, in various embodiments, a centralized fault detection scheme may be employed and a soil moisture of a field can be determined by statistically inferring soil moistures at locations of faulty nodes using spatial and temporal correlations. | en |
dc.description.country | US | |
dc.format.digitalOrigin | reformatted digital | en |
dc.identifier.patentapplicationnumber | 16/771320 | |
dc.identifier.uri | https://hdl.handle.net/1969.1/197551 | |
dc.language | EN | |
dc.publisher | United States. Patent and Trademark Office | en |
dc.publisher.digital | Texas A&M University. Libraries | |
dc.rights | Public Domain (No copyright - United States) | en |
dc.rights.uri | http://rightsstatements.org/vocab/NoC-US/1.0/ | |
dc.subject.cpcprimary | G06F 11/0709 | |
dc.subject.cpcprimary | G06F 11/0751 | |
dc.subject.cpcprimary | G06F 11/0778 | |
dc.subject.cpcprimary | G01N 33/246 | |
dc.subject.cpcprimary | G05B 19/042 | |
dc.subject.cpcprimary | G05B 2219/2625 | |
dc.subject.cpcprimary | G01N 2033/245 | |
dc.title | Agricultural Sensor Placement And Fault Detection In Wireless Sensor Networks | en |
dc.type | Utility patent | en |
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