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公开(公告)号:US11202297B2
公开(公告)日:2021-12-14
申请号:US16146723
申请日:2018-09-28
Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Inventor: Christina Vlachou , Ioannis Pefkianakis , Kyu-Han Kim
Abstract: Systems and methods described herein provide a centralized solution for interference mitigation that focuses on efficient spectrum management. Wireless Access Points (APs) collect interference measurements for wireless channels and generate corresponding interferer airtime estimates. The APs also determine Packet Error Rates (PERs) for wireless client devices currently being served via the channels by the APs. The APs send the interferer airtime measurements and the PERs to a centralized controller. If an interferer airtime estimate and a PER for a particular channel satisfy predefined threshold conditions, the controller modifies an allocation of wireless bandwidth for an AP that is currently using the channel and sends a message to the AP indicating how the allocation has been modified.
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公开(公告)号:US10652756B2
公开(公告)日:2020-05-12
申请号:US16062352
申请日:2015-10-02
Applicant: Hewlett Packard Enterprise Development LP
Inventor: Uma Parthavi Moravapalle , Shruti Sanadhya , Abhinav Parate , Kyu-Han Kim
Abstract: In one example, a system for device throughput determination includes a monitor engine to monitor an average packet size at a node of a cellular network designated for a device and a channel quality between the device and the node of the cellular network, a classification engine to classify the device based on the monitored average packet size at the node designated for the device and the channel quality, a prediction engine to predict a throughput for the device over a quantity of future transmission time intervals (TTI) based on the classification of the device and a number of resources requested by the device over a period of time.
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公开(公告)号:US10380889B2
公开(公告)日:2019-08-13
申请号:US15664357
申请日:2017-07-31
Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Inventor: Puneet Jain , Soteris Demetriou , Kyu-Han Kim
IPC: B60R25/102 , B60R25/33 , G08G1/123 , G06K9/00
Abstract: Examples provided herein describe a method for determining car positions. For example, a physical processor of an edge computing device may receive position data for a legacy car and information about a make and model of the legacy car. The first edge device may also receive, from a sensor-rich car, a set of sensor data about a set of observed cars in the vicinity of the sensor-rich car, a set of position data for the set of observed cars, and a set of visual data of the set of observed cars, wherein the set of observed cars includes the legacy car and the sensor-rich car. The edge device may then determine an updated position for the legacy car based on the set of position data for the set of observed cars, the set of visual data, and the set of sensor data and provide the updated position of the legacy car.
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公开(公告)号:US10254381B2
公开(公告)日:2019-04-09
申请号:US15811387
申请日:2017-11-13
Applicant: Hewlett Packard Enterprise Development LP
Inventor: Souvik Sen , Kyu-Han Kim
IPC: H04W4/02 , G01S5/06 , H04W64/00 , G01S5/02 , H04B7/04 , H04W12/08 , H04W48/04 , G01S5/00 , G01S5/12 , H04W4/20
Abstract: A signal transmitted from a mobile device is received at an antenna array of a device. Motion information of the mobile device is received from a sensor of the mobile device. A change in the AoA of the signal is computed when the mobile device moves from a first position to a second position. The location of the mobile device relative to the antenna array is determined based on the change in AoA of the signal and the motion information of the mobile device.
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公开(公告)号:US20190058694A1
公开(公告)日:2019-02-21
申请号:US16070948
申请日:2016-01-29
Applicant: Hewlett Packard Enterprise Development LP
Inventor: Syed Rafiul Hussain , Kyu-Han Kim
Abstract: Example implementations relate to mobile virtual private network (mVPN) configuration. For example, a system for mVPN configuration may include a configuration selector to intercept an internet protocol (IP) packet in a mobile virtual private network (mVPN) and select a mVPN configuration for the IP packet using a lookup table. The system may further include a configuration adapter to adapt the IP packet according to the selected mVPN configuration.
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公开(公告)号:US20210329522A1
公开(公告)日:2021-10-21
申请号:US16852306
申请日:2020-04-17
Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Inventor: YUANJIE LI , Kyu-Han Kim
IPC: H04W36/18 , H04W16/22 , H04W36/08 , H04W36/36 , H04L29/08 , H04W36/30 , H04W36/02 , G06N5/04 , G06N20/00
Abstract: Systems and methods are provided for predicting handover events in wireless communications systems, such as 4G and 5G communications networks. Machine learning is used to refine the predicting of handover events, where per-cell local handover prediction models may be trained by mobile user devices operating in the wireless communications systems. Parameters gleaned from the localized training of the per-cell local handover prediction models may be shared by multiple mobile user devices and aggregated by a global handover prediction model, which in turn may be used to derive refined per-cell local handover prediction models that can be disseminated to the mobile user devices.
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公开(公告)号:US11049286B2
公开(公告)日:2021-06-29
申请号:US16527954
申请日:2019-07-31
Applicant: Hewlett Packard Enterprise Development LP
Inventor: Xiufeng Xie , Kyu-Han Kim
Abstract: Example method includes: transmitting a plurality of probe images from an IoT device at an edge network to a server hosting a target DNN, wherein the plurality of images are injected with a limited amount of noise to probe sensitivities of the target DNN to the red, green, and blue colors; receiving a feedback comprising a plurality of DCT coefficients unique to target DNN from the server hosting the target DNN; computing a plurality of color conversion weights based on the feedback received from the server; converting a set of real-time images from RGB color space to YUV color space using the plurality of color conversion weights unique to the target DNN; compressing the set of real-time images using a quantization table unique to the target DNN by the IoT device; and transmitting the compressed set of real-time images to the server hosting the target DNN for DNN inferences.
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公开(公告)号:US10998988B2
公开(公告)日:2021-05-04
申请号:US16591341
申请日:2019-10-02
Applicant: Hewlett Packard Enterprise Development LP
Inventor: Christina Vlachou , Kyu-Han Kim
Abstract: Examples include classifying high frequency radio signals. Some examples include receiving a fast Fourier transform (FFT) of a high frequency radio signal, determining a first signal strength at a first guard frequency bin, determining a second signal strength at a second guard frequency bin, and determining a third signal strength at a direct current carrier frequency bin. Examples also include classifying the high frequency radio signal based on the first signal strength, the second signal strength, and the third signal strength.
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公开(公告)号:US10608757B2
公开(公告)日:2020-03-31
申请号:US15718491
申请日:2017-09-28
Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Inventor: Christina Vlachou , Kyu-Han Kim
Abstract: Examples include classifying high frequency radio signals. Some examples include receiving a fast Fourier transform (FFT) of a high frequency radio signal, determining a first signal strength at a first guard frequency bin, determining a second signal strength at a second guard frequency bin, and determining a third signal strength at a direct current carrier frequency bin. Examples also include classifying the high frequency radio signal based on the first signal strength, the second signal strength, and the third signal strength.
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公开(公告)号:US20200088869A1
公开(公告)日:2020-03-19
申请号:US16134304
申请日:2018-09-18
Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Inventor: Ioannis Pefkianakis , Kyu-Han Kim
Abstract: This disclosure provides systems through which a wireless access point (AP) can determine the location of a client device with a high degree of accuracy. The AP uses CIR measurements for a plurality of directional beams used to communicate with the client device to determine a respective amplitude of a Line-of-Sight (LOS) path between the AP and the client device for each beam. The AP identifies a high-LOS-amplitude subset of the beams and, based on predefined radiation patterns associated with the beams included in the high-LOS-amplitude subset, determines a direction of the LOS path between the AP and the client device. The AP also determines a Time-of-Flight (ToF) for radio frames exchanged between the AP and the client device via the plurality of directional beams and uses the ToF to determine a distance between the AP and the client device.
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