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公开(公告)号:US20210312811A1
公开(公告)日:2021-10-07
申请号:US16839824
申请日:2020-04-03
Applicant: Verizon Patent and Licensing Inc.
Inventor: Derek Wade Ohlarik , Mauricio Pati Caldeira de Andrada , Krishna Pichumani Iyer , Hoo Dennis Ong
Abstract: A device may include a memory storing instructions and processor configured to execute the instructions to receive information relating to a plurality of vehicles in an area. The device may be further configured to use a trained machine learning model to determine a likelihood of collision by one or more of the plurality of vehicles; identify one or more relevant vehicles of the plurality of vehicles that are in danger of collision based on the determined likelihood of collision; and send an alert indicating the danger of collision to at least one of the identified one or more relevant vehicles.
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公开(公告)号:US10034166B1
公开(公告)日:2018-07-24
申请号:US15452725
申请日:2017-03-07
Applicant: Verizon Patent and Licensing Inc.
Inventor: Jogendra Yaramchitti , Ravikumar Pattabiraman , Christopher M Schmidt , Krishna Pichumani Iyer , Ye Ouyang
Abstract: A wireless companion device that supports an Embedded Universal Integrated Circuit Card receives a logging request from a wireless communication device. The wireless companion device applies to a remote provisioning server for logging information that corresponds to remote provisioning of the eUICC. The wireless companion device receives the logging information and routes at least a portion to the wireless communication device.
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公开(公告)号:US20170244777A1
公开(公告)日:2017-08-24
申请号:US15047728
申请日:2016-02-19
Applicant: Verizon Patent and Licensing Inc.
Inventor: Ye Ouyang , Carol Becht , Krishna Pichumani Iyer
Abstract: A method to enhance a subjective quality of experience for an application may include receiving network performance data, the data representing at least one observable application characteristic, and the subjective quality of experience (QoE) survey data. The method may further include generating at least one perception model which relates the data representing at least one observable application characteristic and the network performance data, and determining a QoE model which relates the subjective QoE survey data and the data representing at least one observable application characteristic. The method may further include inverting the at least one perception model and the QoE model to obtain a relationship between network performance parameters and the at least one observable application characteristic, and adjusting network parameters based on the at least one inverted perception model and inverted QoE model.
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公开(公告)号:US20230019376A1
公开(公告)日:2023-01-19
申请号:US17934267
申请日:2022-09-22
Applicant: Verizon Patent and Licensing Inc.
Inventor: Derek Wade Ohlarik , Mauricio Pati Caldeira de Andrada , Krishna Pichumani Iyer , Hoo Dennis Ong
Abstract: A device may include a memory storing instructions and processor configured to execute the instructions to receive information relating to a plurality of vehicles in an area. The device may be further configured to use a trained machine learning model to determine a likelihood of collision by one or more of the plurality of vehicles; identify one or more relevant vehicles of the plurality of vehicles that are in danger of collision based on the determined likelihood of collision; and send an alert indicating the danger of collision to at least one of the identified one or more relevant vehicles.
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公开(公告)号:US11129118B2
公开(公告)日:2021-09-21
申请号:US16525167
申请日:2019-07-29
Applicant: Verizon Patent and Licensing Inc.
Inventor: Dhruv Khettry , Namrata Prakash , Krishna Pichumani Iyer
Abstract: A system described herein may provide for the identification and configuration of a radiohead of a previously unknown type. A set of radio frequency (“RF”) signals, encoded in a time and frequency domain and broadcast by the radiohead, may be identified. A set of synchronization signals may be identified in the RF signals. A set of candidate radioheads, associated with pilot signals that correspond to the identified synchronization signals, may be identified. Decoding techniques, associated with the candidate radioheads, may be used, based on the synchronization signals, to identify a Master Information Block (“MIB”) in the RF signals, based on which the radiohead may be identified and configured.
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公开(公告)号:US20210037485A1
公开(公告)日:2021-02-04
申请号:US16525167
申请日:2019-07-29
Applicant: Verizon Patent and Licensing Inc.
Inventor: Dhruv Khettry , Namrata Prakash , Krishna Pichumani Iyer
Abstract: A system described herein may provide for the identification and configuration of a radiohead of a previously unknown type. A set of radio frequency (“RF”) signals, encoded in a time and frequency domain and broadcast by the radiohead, may be identified. A set of synchronization signals may be identified in the RF signals. A set of candidate radioheads, associated with pilot signals that correspond to the identified synchronization signals, may be identified. Decoding techniques, associated with the candidate radioheads, may be used, based on the synchronization signals, to identify a Master Information Block (“MIB”) in the RF signals, based on which the radiohead may be identified and configured.
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公开(公告)号:US10278063B2
公开(公告)日:2019-04-30
申请号:US16016833
申请日:2018-06-25
Applicant: Verizon Patent and Licensing Inc.
Inventor: Jogendra Yaramchitti , Ravikumar Pattabiraman , Christopher M Schmidt , Krishna Pichumani Iyer , Ye Ouyang
Abstract: A wireless companion device that supports an Embedded Universal Integrated Circuit Card receives a logging request from a wireless communication device. The wireless companion device applies to a remote provisioning server for logging information that corresponds to remote provisioning of the eUICC. The wireless companion device receives the logging information and routes at least a portion to the wireless communication device.
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公开(公告)号:US20190239101A1
公开(公告)日:2019-08-01
申请号:US15880855
申请日:2018-01-26
Applicant: Verizon Patent and Licensing Inc.
Inventor: Ye Ouyang , Le Su , Krishna Pichumani Iyer , Christopher M. Schmidt , Wenyuan Lu , Shaun Robert Pola , Maulik Shah
Abstract: A system may collect, from a wireless network, first data pertaining to nodes in the wireless network. Each datum of the first data belongs to one of two or more categories/For each of the nodes, for each of the categories, and for each datum belonging to the category, the system may determine if the datum is outside of a first range of values, and if the datum is inside the first range, the system may calculate a first base network performance health (NPH) score that is a function of the nodes, the categories, the data, and time. The system may also apply first deep learning to a first neural network among a plurality of neural networks to update first coefficients for correlating the first base NPH score to a mean opinion score, for each of the categories.
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公开(公告)号:US10356597B2
公开(公告)日:2019-07-16
申请号:US15145481
申请日:2016-05-03
Applicant: Verizon Patent and Licensing Inc.
Inventor: Abhinav Prasad , Christopher M. Schmidt , Carol Becht , Krishna Pichumani Iyer
Abstract: Compatibility and/or compliance testing for a wireless cellular network may be performed using a testing system that includes a device that implements multiple base stations in a single hardware device. Additionally, a network simulation server may simulate a core portion of the wireless cellular network. Test cases, such as test cases defined using a scripting language, may be received and the test cases may be interpreted to obtain configuration information for the testing system. Based on the configuration information, the base stations and the simulated network devices may be initially configured. After configuration, and based on the test case, a UE may be controller to interact with the simulated network in a manner implements the desired compatibility and/or compliance tests.
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公开(公告)号:US10187899B2
公开(公告)日:2019-01-22
申请号:US15941552
申请日:2018-03-30
Applicant: Verizon Patent and Licensing Inc.
Inventor: Ye Ouyang , Carol Becht , Krishna Pichumani Iyer
Abstract: A recursive algorithm may be applied to group cells in a service network into a small number of clusters. For each of the clusters, different regression algorithms may be evaluated, and a regression algorithm generating a smallest error is selected. A total error for the clusters may be identified based on the errors from the selected regression algorithms and from degrees of separation associated with the cluster. If the total error is greater than a threshold value, the cells may be grouped into a larger number of clusters and the new clusters may be re-evaluated. A key performance indicator (KPI) may be estimated for a cell based on a regression algorithm selected for the cluster associated with the cell. A resources may be allocated to the cell based on the KPI value.
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