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公开(公告)号:US10970555B2
公开(公告)日:2021-04-06
申请号:US16552443
申请日:2019-08-27
Applicant: AT&T Intellectual Property I, L.P.
Inventor: Tarek Elgamal , Shu Shi , Varun Gupta , John Murray , Rittwik Jana
Abstract: A system can obtain a labelled data set, including historic video data and labelled events. The system can divide the labelled data set into historic training/testing data sets. The system can determine, using the historic training data set, a plurality of different parameter configurations to be used by a video encoder to encode a video that includes a plurality of video frames. Each parameter configuration can include a group of pictures (“GOP”) size and a scenecut threshold. The system can calculate an accuracy of event detection (“ACC”) and a filtering rate (“FR”) for each parameter configuration. The system can calculate, for each parameter configuration of the plurality of different parameter configurations, a harmonic mean between the ACC and the FR. The system can then select a best parameter configuration of the plurality of different parameter configurations based upon the parameter configuration that has the highest harmonic mean.
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公开(公告)号:US20210092347A1
公开(公告)日:2021-03-25
申请号:US16581097
申请日:2019-09-24
Applicant: AT&T Intellectual Property I, L.P.
Inventor: Bo Han , Shu Shi , Rittwik Jana
IPC: H04N13/282 , H04N13/194 , H04N13/122
Abstract: In one example, a processing system including at least one processor may obtain predicted viewports of a plurality of mobile computing devices for an immersive visual stream, determine at least a first tile of the immersive visual stream that is within the predicted viewports of at least two mobile computing devices of the plurality of mobile computing devices, select a first mobile computing device of the at least two mobile computing devices to transmit the first tile, and transmit to the first mobile computing device, the first tile and at least one identification of at least one other mobile computing device of the at least two mobile computing devices to which the first mobile computing device is to forward the first tile.
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公开(公告)号:US20210029580A1
公开(公告)日:2021-01-28
申请号:US16518956
申请日:2019-07-22
Applicant: AT&T Intellectual Property I, L.P.
Inventor: Varun Gupta , Rittwik Jana
IPC: H04W28/02 , H04W24/08 , H04W24/02 , H04L12/863
Abstract: Various embodiments disclosed herein provide for flexible buffer management that optimize congestion control using radio access network (RAN) intelligent controller. According to some embodiments, a system can comprise monitoring a performance of a communication traffic flow using a group of buffer parameters of a network node device of a wireless network, wherein the performance is measured according to a defined performance criterion, receiving performance values for requested performance characteristics of the performance of the communication traffic flow via a first interface, and based on an adjustment value of the performance values, adjusting, via a second interface, a buffer parameter of the group of buffer parameters.
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174.
公开(公告)号:US20200373979A1
公开(公告)日:2020-11-26
申请号:US16993604
申请日:2020-08-14
Applicant: AT&T Intellectual Property I, L.P.
Inventor: Rittwik Jana , Shraboni Jana , Mostafa Tofighbakhsh , Deva-Datta Sharma , Bogdan Ungureanu
IPC: H04B7/0456 , H04B7/06 , H04B7/0426
Abstract: Precoding matrix computations for a large number of antenna arrays can be used to generate efficiencies within a wireless network. Utilizing network topology and context data in conjunction with known available network resources and mobile device measurements can facilitate gains in power and spectral efficiency and reduction in computation complexity posed by current procedures. To take advantage of multiple paths, the precoding matrix can be known at the radio units for each mobile device.
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175.
公开(公告)号:US20200322814A1
公开(公告)日:2020-10-08
申请号:US16374719
申请日:2019-04-03
Applicant: AT&T Intellectual Property I, L.P.
Inventor: Mostafa Tofighbakhsh , Deva-Datta Sharma , Bogdan Ungureanu , Rittwik Jana , Shraboni Jana
IPC: H04W24/02
Abstract: Adapting wireless network coverage areas according to beam parameters corresponding to predetermined radio cluster models is disclosed. The disclosed subject matter can enable determining cluster models corresponding to historic use of a wireless network, e.g., based on historical KPIs, etc., from UEs, RAN devices, antennas, and other sources. The cluster models can correspond to beam parameters. The cluster model of the cluster models can be selected based on a current KPI value, e.g., a real-time or near real-time wireless network measurement, e.g., from a UE, RAN device, antenna, etc. Beam parameters corresponding to the selected cluster model can be communicated to a RAN device which can generate a corresponding radio beam. In an aspect, this can provide wireless connectivity to clusters of devices in the area of the radio beam, wherein the devices of the clusters can, in some embodiments, share same or similar wireless network demands.
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公开(公告)号:US10798431B2
公开(公告)日:2020-10-06
申请号:US15645398
申请日:2017-07-10
Applicant: AT&T INTELLECTUAL PROPERTY I, L.P.
Inventor: Rittwik Jana , John F. Murray , Christopher W. Rice
IPC: H04N21/234 , H04N21/2343 , H04L29/06 , H04N21/25 , H04N21/239 , H04N21/258 , H04N21/2668 , H04N21/41 , H04N21/437
Abstract: A system that incorporates teachings of the present disclosure may include, for example, a server operably coupled to an internet protocol multimedia subsystem network and an interactive television system, where the server receives a session transfer request from a first communication device, where the session transfer request includes identification information associated with a second communication device, and where the server transmits a message to the second communication device and transmits a media adjustment message to a media resource server of the internet protocol multimedia subsystem network. The media content is adjusted and transmitted to the second communication device responsive to the media adjustment message, where the adjusted media content is generated by the media resource server based on the identification information associated with the second communication device. Other embodiments are disclosed.
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公开(公告)号:US20200252147A1
公开(公告)日:2020-08-06
申请号:US16855479
申请日:2020-04-22
Applicant: AT&T Intellectual Property I, L.P. , University College Cork - National University of Ireland
Inventor: Rittwik Jana , Emir Halepovic , Rakesh Sinha , Vijay Gopalakrishnan , Ahmed Zahran , Darijo Raca , Cormac John Sreenan , Balagangadhar G. Bathula , Matteo Varvello
IPC: H04B17/373 , H04B17/382 , H04W8/22 , H04W72/08 , H04L12/26 , H04B17/391 , G06N20/00
Abstract: Aspects of the subject disclosure may include, for example, a method in which a processing system identifies a plurality of performance indicators comprising device performance indicators for a plurality of communication devices on a cellular network and network performance indicators for the cellular network. The method also includes obtaining historical data regarding the plurality of performance indicators for each of a series of time points during a past time period; the historical data for each of the plurality of performance indicators form an array of values for that performance indicator. The method further includes generating from each array a set of inputs to an algorithm for predicting a throughput of the cellular network during a future time period; the set of inputs comprises quantiles of the array, and the algorithm comprises a machine learning algorithm. Other embodiments are disclosed.
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178.
公开(公告)号:US20200162766A1
公开(公告)日:2020-05-21
申请号:US16196803
申请日:2018-11-20
Applicant: AT&T Intellectual Property I, L.P.
Inventor: Shu Shi , Varun Gupta , Rittwik Jana , John F. Murray , Michael Hwang
IPC: H04N21/2343 , H04N21/442 , H04N21/433 , H04N5/232
Abstract: Aspects of the subject disclosure may include, for example, embodiments comprising obtaining a plurality of original frames for video content, receiving a first viewpoint from a mobile device, and processing the plurality of original frames according to the first viewpoint generating a plurality of first viewpoint frames. Further embodiments include providing the plurality of first viewpoint frames to the mobile device, generating a group of delta frames in response to receiving a change in viewpoint from the mobile device, and providing the group of delta frames to the mobile device. The mobile device processes a portion of the plurality of first viewpoint frames according to the group of delta frames to generate a group of second viewpoint frames and the mobile device presents the group of second viewpoint frames. Other embodiments are disclosed.
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179.
公开(公告)号:US20200077124A1
公开(公告)日:2020-03-05
申请号:US16119652
申请日:2018-08-31
Applicant: AT&T Intellectual Property I, L.P.
Inventor: Shu Shi , John F. Murray , Michael Hwang , Rittwik Jana , Varun Gupta
IPC: H04N21/238 , H04N21/414 , H04N21/24 , H04N21/222 , H04N21/218
Abstract: Aspects of the subject disclosure may include, for example, embodiments for determining a first motion-to-update latency of a mobile device in relation to receiving a video content update provided by a video content server. Further embodiments include, responsive to determining that the first motion-to-update latency exceeds a threshold: determining a motion-to-update latency of the mobile device in relation to receiving video content updates from a plurality of edge servers resulting in a plurality of motion-to-update latencies, identifying a second motion-to-update latency from the plurality of motion-to-update latencies that is below the threshold, identifying an edge server associated with the second motion-to-update latency, and transmitting video content to the edge server to mitigate the first motion-to-update latency. The edge server provides a portion of the video content at different time intervals to the mobile device and the video content comprises panoramic video content. Other embodiments are disclosed.
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公开(公告)号:US20200076520A1
公开(公告)日:2020-03-05
申请号:US16118796
申请日:2018-08-31
Applicant: AT&T Intellectual Property I, L.P.
Inventor: Rittwik Jana , Emir Halepovic , Rakesh Sinha , Vijay Gopalakrishnan , Ahmed Zahran , Darijo Raca , Cormac John Sreenan , Balagangadhar G. Bathula , Matteo Varvello
IPC: H04B17/373 , H04B17/391 , H04L12/26 , H04B17/382 , H04W72/08 , H04W8/22 , G06F15/18
Abstract: Aspects of the subject disclosure may include, for example, a method in which a processing system identifies a plurality of performance indicators comprising device performance indicators for a plurality of communication devices on a cellular network and network performance indicators for the cellular network. The method also includes obtaining historical data regarding the plurality of performance indicators for each of a series of time points during a past time period; the historical data for each of the plurality of performance indicators form an array of values for that performance indicator. The method further includes generating from each array a set of inputs to an algorithm for predicting a throughput of the cellular network during a future time period; the set of inputs comprises quantiles of the array, and the algorithm comprises a machine learning algorithm. Other embodiments are disclosed.
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