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公开(公告)号:US20200296611A1
公开(公告)日:2020-09-17
申请号:US16299481
申请日:2019-03-12
Applicant: Cisco Technology, Inc.
Inventor: Khashayar Mirfakhraei , Xu Zhang , Ardalan Alizadeh , Amir Hosein Kamalizad
Abstract: In one embodiment, an apparatus comprises a compressive sensing schedule generator configured to generate a plurality of compressive sensing schedules, wherein each of the plurality of compressive sensing schedules is for each of a plurality of frequency bands of a network, wherein the network comprises a plurality of access points and a plurality of clients, and a sensing matrix combiner configured to combine the plurality of compressive sensing schedules into a resulting schedule that comprises a spatial distribution and a scheduled time slot for each of the plurality of access points.
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公开(公告)号:US11622355B2
公开(公告)日:2023-04-04
申请号:US17301176
申请日:2021-03-29
Applicant: Cisco Technology, Inc.
Inventor: Ardalan Alizadeh , Gautam D. Bhanage , Khashayar Mirfakhraei , Matthew A. Silverman , Sivadeep R. Kalavakuru
IPC: H04W84/12 , H04W72/044 , H04W72/0453
Abstract: A method includes instructing, by a WiFi access node, a first device to communicate using an uplink frequency band with a first uplink power. The method also includes instructing, by the WiFi access node, a second device to communicate using the uplink frequency band with a second uplink power different from the first uplink power.
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公开(公告)号:US11589253B2
公开(公告)日:2023-02-21
申请号:US17484162
申请日:2021-09-24
Applicant: Cisco Technology, Inc.
Inventor: Khashayar Mirfakhraei , Xu Zhang , Ardalan Alizadeh , Amir Hosein Kamalizad
IPC: H04W24/10 , H04W72/12 , H04W24/08 , H04W72/04 , H04W72/1263 , H04W72/0446 , H04W72/0453
Abstract: In one embodiment, an apparatus comprises a compressive sensing schedule generator configured to generate a plurality of compressive sensing schedules, wherein each of the plurality of compressive sensing schedules is for each of a plurality of frequency bands of a network, wherein the network comprises a plurality of access points and a plurality of clients, and a sensing matrix combiner configured to combine the plurality of compressive sensing schedules into a resulting schedule that comprises a spatial distribution and a scheduled time slot for each of the plurality of access points.
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公开(公告)号:US11540212B2
公开(公告)日:2022-12-27
申请号:US17145252
申请日:2021-01-08
Applicant: Cisco Technology, Inc.
Abstract: Optimal determination of a Wireless Local Area Network (WLAN) sounding method and system may be provided. An Access Point (AP) selects a subchannel for the partial sounding. The AP then sounds the selected subchannel. A client station responds with Channel State Information (CSI). The AP can receive the CSI, from the client station, in response to the sounding. Based on the CSI from the selected subchannel, the AP extrapolates the CSI to determine predicted CSI for a wider bandwidth channel.
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公开(公告)号:US11540135B2
公开(公告)日:2022-12-27
申请号:US16869370
申请日:2020-05-07
Applicant: Cisco Technology, Inc.
Inventor: Gautam D. Bhanage , Benjamin J. Cizdziel , Vishal S. Desai , Ardalan Alizadeh , Khashayar Mirfakhraei
IPC: H04W12/122 , H04W12/63 , H04W12/08
Abstract: Aspects described herein include a method for use with an access point (AP). The method comprises inspecting control frames received from a rogue AP, characterizing an intrusion by the rogue AP using one or more spatial reuse parameters included in the control frames, and selecting a defensive posture for the AP based on the characterization.
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公开(公告)号:US11410046B2
公开(公告)日:2022-08-09
申请号:US17474191
申请日:2021-09-14
Applicant: Cisco Technology, Inc.
Inventor: Dantong Liu , Qing Zhao , Khashayar Mirfakhraei , Gautam Dilip Bhanage , Xu Zhang , Ardalan Alizadeh
IPC: H04L67/10 , G06N3/08 , G06N3/04 , H04L41/0893 , H04L41/50 , H04L67/148
Abstract: Learning-based service migration in mobile edge computing may be provided. First, a service migration policy may be created for a network that includes a plurality of edge clouds configured to provide a service to users. Next, a movement of a user receiving the service from a source edge cloud may be detected. The source edge cloud may be associated with a first area and the detected movement may be from the first area to a second area. Then, the service migration policy may be applied to determine whether to migrate the service for the user from the source edge cloud. In response to determining to migrate the service, a target edge cloud may be identified and the service for the user may be migrated from the source edge cloud to the target edge cloud. The service migration policy may then be updated based on a success of the migration.
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公开(公告)号:US11275366B2
公开(公告)日:2022-03-15
申请号:US16405064
申请日:2019-05-07
Applicant: Cisco Technology, Inc.
Inventor: Khashayar Mirfakhraei , Amir Hosein Kamalizad , Ardalan Alizadeh , Xu Zhang
Abstract: In one embodiment, a management entity monitors for a change in a convergence rate of spatio-temporal compressive sensing measurements from a plurality of sensors in a sensor network operating according to a measurement matrix up to a halting criterion, and if the change is below a given threshold, determines whether the change is due to impulse noise or due to continued sensed measurements. If continued sensed measurements, the management entity initiates a single-dimensional compressive sensing in a spatial domain at regular time intervals, and identifies and tracks gradient clusters. In response to a change in joint spatio-temporal sparsity of tracked nodes of the gradient clusters, the management entity can then determine an updated measurement matrix based on the joint spatio-temporal sparsity of tracked nodes while satisfying one or more operating parameters, and directs at least certain sensors of the plurality of sensors to operate according to the updated measurement matrix.
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公开(公告)号:US10797805B1
公开(公告)日:2020-10-06
申请号:US16521109
申请日:2019-07-24
Applicant: Cisco Technology, Inc.
Inventor: Khashayar Mirfakhraei , Ardalan Alizadeh , Xu Zhang , Gautam Dilip Bhanage , Daniel Joseph Lyons
Abstract: In one embodiment, a process tracks measured carrier frequency offsets (CFOs) of identified transmitters over a period of activity of the identified transmitters, and determines predicted CFOs for the identified transmitters and predicted transmitter behavior as a probability of specific transmitters of the identified transmitters being active at given times based on the activity of the identified transmitters. The process may then determine, based on the predicted CFOs and predicted transmitter behavior, CFO ranges that a receiver should expect for upcoming packets, and instructs the receiver to use the CFO ranges as a prioritized list of dynamically selected CFOs to use to extract single or colliding packets from among potential interferences using frequency demodulation.
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公开(公告)号:US20230084649A1
公开(公告)日:2023-03-16
申请号:US18057902
申请日:2022-11-22
Applicant: Cisco Technology, Inc.
Abstract: Optimal determination of a Wireless Local Area Network (WLAN) sounding method and system may be provided. An Access Point (AP) selects a subchannel for the partial sounding. The AP then sounds the selected subchannel. A client station responds with Channel State Information (CSI). The AP can receive the CSI, from the client station, in response to the sounding. Based on the CSI from the selected subchannel, the AP extrapolates the CSI to determine predicted CSI for a wider bandwidth channel.
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公开(公告)号:US20220014958A1
公开(公告)日:2022-01-13
申请号:US17484162
申请日:2021-09-24
Applicant: Cisco Technology, Inc.
Inventor: Khashayar Mirfakhraei , Xu Zhang , Ardalan Alizadeh , Amir Hosein Kamalizad
Abstract: In one embodiment, an apparatus comprises a compressive sensing schedule generator configured to generate a plurality of compressive sensing schedules, wherein each of the plurality of compressive sensing schedules is for each of a plurality of frequency bands of a network, wherein the network comprises a plurality of access points and a plurality of clients, and a sensing matrix combiner configured to combine the plurality of compressive sensing schedules into a resulting schedule that comprises a spatial distribution and a scheduled time slot for each of the plurality of access points.
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