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公开(公告)号：US20220174543A1
公开(公告)日：2022-06-02
申请号：US17106440
申请日：2020-11-30
发明人： Gopalakrishnan Meempat , Huahui Wang , Slawomir Stawiarski , Senthil Raj Dhandapani , Huijing Yang , Dongho Kim , Kemal Kara , Ravi Raina , Weihua Ye , Hyun Ok Lee
摘要： The disclosed technology is directed towards load balancing in an adaptive and automated way for wireless mobility networks to improve the overall harmonic-average UE throughput within each controlled group of cells (e.g., different frequency carriers serving a sector of a base station). A load balancer (e.g., analytics component) obtains various device traffic data including throughput data for cells of a group. Pairs of cells in a group (sharing a site and face) can be selected based on satisfying various criteria, with estimated throughput gain achieved by changing the handoff rates between the cell pairs. The technology iteratively repeats the overall process, driving a system to an optimal equilibrium.
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公开(公告)号：US11032735B2
公开(公告)日：2021-06-08
申请号：US16536092
申请日：2019-08-08
摘要： A system that can detect a congested network node device that is overloaded due to number of user equipment (UE) devices connected to the network node device being determined to have exceeded a connection threshold; determine a second network node device that is available to establish connections with at least some of the UEs connected to the congested network node device; identify a third network node device that is transferring UE devices to the congested network node device to create additional connections; and transmit a cell individual offset (CIO) parameter and cell hysteresis offsets to the third network node device to reduce transferring UE devices to the congested network node device, and another CIO parameter and cell hysteresis offsets to the second network node device to increase establishment of the UE connection from the congested network node device.
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公开(公告)号：US11653258B2
公开(公告)日：2023-05-16
申请号：US17246795
申请日：2021-05-03
CPC分类号： H04W28/0289 , H04W28/0284 , H04W36/22
摘要： A system that can detect a congested network node device that is overloaded due to number of user equipment (UE) devices connected to the network node device being determined to have exceeded a connection threshold; determine a second network node device that is available to establish connections with at least some of the UEs connected to the congested network node device; identify a third network node device that is transferring UE devices to the congested network node device to create additional connections; and transmit a cell individual offset (CIO) parameter and cell hysteresis offsets to the third network node device to reduce transferring UE devices to the congested network node device, and another CIO parameter and cell hysteresis offsets to the second network node device to increase establishment of the UE connection from the congested network node device.
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公开(公告)号：US11419007B2
公开(公告)日：2022-08-16
申请号：US17106440
申请日：2020-11-30
发明人： Gopalakrishnan Meempat , Huahui Wang , Slawomir Stawiarski , Senthil Raj Dhandapani , Huijing Yang , Dongho Kim , Kemal Kara , Ravi Raina , Weihua Ye , Hyun Ok Lee
摘要： The disclosed technology is directed towards load balancing in an adaptive and automated way for wireless mobility networks to improve the overall harmonic-average UE throughput within each controlled group of cells (e.g., different frequency carriers serving a sector of a base station). A load balancer (e.g., analytics component) obtains various device traffic data including throughput data for cells of a group. Pairs of cells in a group (sharing a site and face) can be selected based on satisfying various criteria, with estimated throughput gain achieved by changing the handoff rates between the cell pairs. The technology iteratively repeats the overall process, driving a system to an optimal equilibrium.
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公开(公告)号：US10251088B2
公开(公告)日：2019-04-02
申请号：US14682221
申请日：2015-04-09
发明人： Hongyan Lei , Ye Chen , Zhi Cui , Cheng P. Liu , Slawomir Stawiarski , Yonghui Tong
摘要： Load balancing is facilitated utilizing geographical location and mobility speed. An example method includes receiving, by a first cell device including a processor and associated with a first cell, from a device of devices, information indicative of whether the device has detected cell type information from a second cell device associated with a second cell, wherein at least a portion of the second cell is located within a first boundary of the first cell. The method also includes: determining, by the first cell device, a mobility characteristic of the device, wherein the devices comprise respective mobility characteristics; and selecting, by the first cell device, the device of the devices to associate with the second cell based on the mobility characteristic of the device.
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公开(公告)号：US10798611B2
公开(公告)日：2020-10-06
申请号：US16277054
申请日：2019-02-15
发明人： Hongyan Lei , Ye Chen , Zhi Cui , Cheng P. Liu , Slawomir Stawiarski , Yonghui Tong
摘要： Load balancing is facilitated utilizing geographical location and mobility speed. An example method includes receiving, by a first cell device including a processor and associated with a first cell, from a device of devices, information indicative of whether the device has detected cell type information from a second cell device associated with a second cell, wherein at least a portion of the second cell is located within a first boundary of the first cell. The method also includes: determining, by the first cell device, a mobility characteristic of the device, wherein the devices comprise respective mobility characteristics; and selecting, by the first cell device, the device of the devices to associate with the second cell based on the mobility characteristic of the device.
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公开(公告)号：US11901958B2
公开(公告)日：2024-02-13
申请号：US17662179
申请日：2022-05-05
摘要： Quantum satellite-based global networks are provided. A system as provided herein includes a processor and a memory that stores first executable instructions that, when executed by the processor, facilitate performance of operations, the operations comprising receiving qubits from a quantum sensor device via a quantum communication channel established between the system and the quantum sensor device; providing quantum input data, derived from the qubits, to a quantum machine learning model; and adjusting a property of a communication network based on an output of the quantum machine learning model, produced in response to the providing of the quantum input data, resulting in an increased performance of a mobile application utilizing resources enabled via the communication network.
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公开(公告)号：US11483723B2
公开(公告)日：2022-10-25
申请号：US16797816
申请日：2020-02-21
发明人： Slawomir Stawiarski , Arthur Brisebois , Vladimir Gusavac , Jing Xu , Prasanna Thulasiram , Manish Vaishnav , Richard Caine
摘要： For carrier's that have a large number of user equipment (UE) devices camped on them, the experience of a user equipment devices that utilize a subscriber prioritization identity (SPID) can be of a lower quality than it would be on another lower priority carrier because of the carrier load. Thus, SPID based UEs can be placed on carriers with the best throughput potential in the uplink. To achieve this, a SPID profile for the SPID based UE can be dynamically changed such the SPID based UE can transition to a carrier of better quality. UE devices are grouped per SPID ranges and each SPID has assigned cell carrier priority. In one embodiment, a system optimization network can monitor and detect UE performance on each cell and determine which cells are underperforming and which cells are performing better than other cells.
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公开(公告)号：US20220116800A1
公开(公告)日：2022-04-14
申请号：US17644594
申请日：2021-12-16
发明人： Nemmara Shankaranarayanan , Wei Yuan , Sarat Puthenpura , Slawomir Stawiarski , Shomik Pathak , Wenjie Zhao
摘要： The described technology is generally directed towards automated cell parameter updates in cellular networks. A network automation platform architecture is disclosed which includes elements configured to automatically analyze, recalculate, and deploy cell parameters such as PCI and RSI parameters, for cells of a cellular communication network.
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公开(公告)号：US11240689B1
公开(公告)日：2022-02-01
申请号：US17069578
申请日：2020-10-13
发明人： Nemmara Shankaranarayanan , Wei Yuan , Sarat Puthenpura , Slawomir Stawiarski , Shomik Pathak , Wenjie Zhao
摘要： The described technology is generally directed towards automated cell parameter updates in cellular networks. A network automation platform architecture is disclosed which includes elements configured to automatically analyze, recalculate, and deploy cell parameters such as PCI and RSI parameters, for cells of a cellular communication network.
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