UNSUPERVISED MACHINE LEARNING TO MANAGE AQUATIC RESOURCES

    公开(公告)号:US20180181876A1

    公开(公告)日:2018-06-28

    申请号:US15388097

    申请日:2016-12-22

    CPC classification number: G06N7/005 G01N33/1886 G06N3/088

    Abstract: Various implementations provide an aquatic conditions optimization management system accesses aquatic sensor data generated by one or more aquatic sensors, identifies a collection of aquatic data that includes data generated by and collected from the aquatic sensor(s), generates a set of cross-correlation matrices based on the collection of aquatic data, executes a set of unsupervised machine learning algorithms using the set of cross-correlation matrices, and determines one or more optimum conditions for one or more aquatic resources based on the executed set of unsupervised machine learning algorithms. The optimum condition(s) may be communicated to one or more individuals and may include one or more corrective actions to improve one or more of the aquatic resources.

    ASSESSMENT AND MITIGATION OF RADIO FREQUENCY INTERFERENCE OF NETWORKED DEVICES

    公开(公告)号:US20190045515A1

    公开(公告)日:2019-02-07

    申请号:US15857523

    申请日:2017-12-28

    CPC classification number: H04W72/082 H04L67/12 H04W12/12 H04W72/10

    Abstract: A system and method are provided for assessing and mitigating radio frequency interference (RFI) in a network comprising a plurality of wireless devices. During an RFI assessment phase the process includes receiving an attacker signal to operate as an attacker device and then responding to the attacker signal by transmitting a transmitted interference test packet (ITPkt) to one or more other wireless devices of the plurality of wireless devices. The transmitted ITPkt comprises ITPkt parameters includes a network identifier of the device, a transmission globally unique identifier, and a time of transmission for a transmitted interference test pattern (ITPat). The process additionally includes transmitting the transmitted ITPat at the time of transmission for the transmitted ITPat.

    Assessment and mitigation of radio frequency interference of networked devices

    公开(公告)号:US11160089B2

    公开(公告)日:2021-10-26

    申请号:US16715303

    申请日:2019-12-16

    Abstract: A system and method are provided for assessing and mitigating radio frequency interference (RFI) in a network comprising a plurality of wireless devices. During an RFI assessment phase the process includes receiving an attacker signal to operate as an attacker device and then responding to the attacker signal by transmitting a transmitted interference test packet (ITPkt) to one or more other wireless devices of the plurality of wireless devices. The transmitted ITPkt comprises ITPkt parameters includes a network identifier of the device, a transmission globally unique identifier, and a time of transmission for a transmitted interference test pattern (ITPat). The process additionally includes transmitting the transmitted ITPat at the time of transmission for the transmitted ITPat.

    ASSESSMENT AND MITIGATION OF RADIO FREQUENCY INTERFERENCE OF NETWORKED DEVICES

    公开(公告)号:US20200296730A1

    公开(公告)日:2020-09-17

    申请号:US16715303

    申请日:2019-12-16

    Abstract: A system and method are provided for assessing and mitigating radio frequency interference (RFI) in a network comprising a plurality of wireless devices. During an RFI assessment phase the process includes receiving an attacker signal to operate as an attacker device and then responding to the attacker signal by transmitting a transmitted interference test packet (ITPkt) to one or more other wireless devices of the plurality of wireless devices. The transmitted ITPkt comprises ITPkt parameters includes a network identifier of the device, a transmission globally unique identifier, and a time of transmission for a transmitted interference test pattern (ITPat). The process additionally includes transmitting the transmitted ITPat at the time of transmission for the transmitted ITPat.

    Assessment and mitigation of radio frequency interference of networked devices

    公开(公告)号:US10512094B2

    公开(公告)日:2019-12-17

    申请号:US15857523

    申请日:2017-12-28

    Abstract: A system and method are provided for assessing and mitigating radio frequency interference (RFI) in a network comprising a plurality of wireless devices. During an RFI assessment phase the process includes receiving an attacker signal to operate as an attacker device and then responding to the attacker signal by transmitting a transmitted interference test packet (ITPkt) to one or more other wireless devices of the plurality of wireless devices. The transmitted ITPkt comprises ITPkt parameters includes a network identifier of the device, a transmission globally unique identifier, and a time of transmission for a transmitted interference test pattern (ITPat). The process additionally includes transmitting the transmitted ITPat at the time of transmission for the transmitted ITPat.

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