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公开(公告)号:US12112241B2
公开(公告)日:2024-10-08
申请号:US16577699
申请日:2019-09-20
Applicant: CABLE TELEVISION LABORATORIES, INC.
Inventor: Jingjie Zhu , Karthik Sundaresan
Abstract: The present disclosure generally relates to apparatus, software and methods for detecting anomalous elements in data. For example, the data can be any time series, such as but not limited to radio frequency data, temperature data, stock data, or production data. Each type of data may be susceptible to repeating phenomena that produce recognizable features of anomalous elements. In some embodiments, the features can be characterized as known patterns and used to train a machine learning model via supervised learning to recognize those features in a new data series.
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公开(公告)号:US11646948B2
公开(公告)日:2023-05-09
申请号:US17536992
申请日:2021-11-29
Applicant: CABLE TELEVISION LABORATORIES, INC.
Inventor: Jason W. Rupe , John Phillips , Jingjie Zhu , Chad Riland
IPC: H04L41/147 , H04L41/12 , H04L43/0817 , H04L41/0695 , H04L41/0681 , G06Q10/06 , G06F16/36 , H04L43/04 , G06Q10/0635
CPC classification number: H04L41/147 , G06F16/367 , G06Q10/0635 , H04L41/0681 , H04L41/0695 , H04L41/12 , H04L43/04 , H04L43/0817
Abstract: A proactive operations (ProOps) platform is contemplated to facilitate processing data for purposes of turning included information into action, such as to enable operators to proactively manage network operations using information derived from mathematical analysis of raw data collected from network devices.
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公开(公告)号:US11082171B2
公开(公告)日:2021-08-03
申请号:US16593767
申请日:2019-10-04
Applicant: CABLE TELEVISION LABORATORIES, INC.
Inventor: Karthik Sundaresan , Jingjie Zhu
Abstract: The present disclosure generally relates to systems, methods and software for selecting a spectral segment for important downlink and/or uplink transmissions. Particularly, the spectral segment may be a set of contiguous subcarriers within a plurality of subcarriers transmitting over a channel to a population of cable modems. In an embodiment, the systems, methods and software disclosed herein optimize placement of a physical link channel (PLC) within an OFDM channel. In an embodiment, the system, methods and software disclosed herein optimize placement of a ranging region within an OFDMA channel.
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公开(公告)号:US20240235878A1
公开(公告)日:2024-07-11
申请号:US18092380
申请日:2023-01-02
Applicant: CABLE TELEVISION LABORATORIES, INC
Inventor: Karthik Sundaresan , Gregory C. White , Jingjie Zhu
IPC: H04L12/28 , H04L41/0893
CPC classification number: H04L12/2801 , H04L41/0893
Abstract: A profile optimizing method is provided for a downstream channel transmission of active subcarriers to user devices. The method includes steps of receiving channel measurement data from each user device for each subcarrier, calculating a maximum bit-loading value for each user device per subcarrier, grouping the user devices into a plurality of clusters based on a proximity of the maximum bit-loading values of a first user device to those of a second user device within the particular cluster, assigning each user device within the particular cluster to a single cluster profile. A plurality of single cluster profiles for the plurality of clusters forms a set of cluster profiles. The method further includes steps of determining a channel capacity ratio for the set of cluster profiles, and combining at least two single profiles of the set of cluster profiles into a coalesced profile pair.
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公开(公告)号:US11546080B2
公开(公告)日:2023-01-03
申请号:US16377030
申请日:2019-04-05
Applicant: CABLE TELEVISION LABORATORIES, INC
Inventor: Karthik Sundaresan , Gregory C. White , Jingjie Zhu
Abstract: A profile optimizing method is provided for a downstream channel transmission of active subcarriers to user devices. The method includes steps of receiving channel measurement data from each user device for each subcarrier, calculating a maximum bit-loading value for each user device per subcarrier, grouping the user devices into a plurality of clusters based on a proximity of the maximum bit-loading values of a first user device to those of a second user device within the particular cluster, assigning each user device within the particular cluster to a single cluster profile. A plurality of single cluster profiles for the plurality of clusters forms a set of cluster profiles. The method further includes steps of determining a channel capacity ratio for the set of cluster profiles, and combining at least two single profiles of the set of cluster profiles into a coalesced profile pair.
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公开(公告)号:US11468273B2
公开(公告)日:2022-10-11
申请号:US16577304
申请日:2019-09-20
Applicant: CABLE TELEVISION LABORATORIES, INC.
Inventor: Jingjie Zhu , Karthik Sundaresan
Abstract: The present disclosure generally relates to apparatus, software and methods for detecting and classifying anomalous features in one-dimensional data. The apparatus, software and methods disclosed herein use a YOLO-type algorithm on one-dimensional data. For example, the data can be any one-dimensional data or time series, such as but not limited to be power over time data, signal to noise ratio (SNR) over time data, modulation error ratio (MER) data, full band capture data, radio frequency data, temperature data, stock data, or production data. Each type of data may be susceptible to repeating phenomena that produce recognizable anomalous features. In some embodiments, the features can be characterized or labeled as known phenomena and used to train a machine learning model via supervised learning to recognize those features in a new data series.
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公开(公告)号:US11303386B1
公开(公告)日:2022-04-12
申请号:US16937345
申请日:2020-07-23
Applicant: CABLE TELEVISION LABORATORIES, INC.
Inventor: Jason W. Rupe , Jingjie Zhu , Karthik Sundaresan
Abstract: The present disclosure generally relates to systems, methods and software for quantitatively comparing an overall capacity improvement for a channel used for transmissions to a population of user devices when an existing profile is replaced with a proposed profile. Additionally, the quantitative comparison can be used to prioritize profile changes and/or network maintenance.
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公开(公告)号:US11057261B2
公开(公告)日:2021-07-06
申请号:US16727558
申请日:2019-12-26
Applicant: CABLE TELEVISION LABORATORIES, INC.
Inventor: Ruoyu Sun , Jingjie Zhu , Mark J. Poletti
IPC: H04L27/26
Abstract: A method for transmitting data via a coaxial electrical cable includes (a) converting symbols of each input data stream of a plurality of parallel input data streams from digital form to analog form, (b) individually filtering symbols of each input data stream, (c) transforming symbols of each input data stream from a first frequency-domain to a first time-domain, to generate parallel first time-domain samples, (d) converting the first time-domain samples to a serial multi-carrier signal, and (e) injecting the multi-carrier signal onto the coaxial electrical cable.
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公开(公告)号:US12206524B1
公开(公告)日:2025-01-21
申请号:US17384208
申请日:2021-07-23
Applicant: Cable Television Laboratories, Inc.
Inventor: Ruoyu Sun , Jingjie Zhu , Junwen Zhang
IPC: H04L12/66 , H04L41/0654 , H04L43/0876
Abstract: Multi-access gateways with intelligent convergence (MAGIC gateways) for use on client premises intelligently distribute user equipment network traffic to/from a plurality of Internet service providers (ISPs), without any change on the ISP network side. Use of a MAGIC gateway improves network reliability by providing redundancy and distributing traffic to those ISPs that provide the best service parameters for the type of traffic being transmitted.
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公开(公告)号:US12095512B1
公开(公告)日:2024-09-17
申请号:US18211482
申请日:2023-06-19
Applicant: CABLE TELEVISION LABORATORIES, INC.
Inventor: Haipeng Zhang , Junwen Zhang , Jingjie Zhu , Mu Xu , Zhensheng Jia
IPC: H04B10/69 , H04B10/516
CPC classification number: H04B10/6932 , H04B10/5161
Abstract: A method for allocating bandwidth to a first ONU, a second ONU, M1 ONUs, and M2 ONUs includes, during an allocation cycle, (i) granting a respective upstream time slot to, of a plurality of N ONUs, only each of the M1 ONUs, and (ii) granting a first upstream time slot to the first ONU. Each of the M1 ONUs and M2 ONUs is one of the plurality of N ONUs. The method also includes, during a subsequent cycle, (i) granting a respective upstream time slot to, of the plurality of N ONUs, only each of the M2 ONUs. The N ONUs includes a skipped-ONU that is one of either, and not both, the M1 ONUs and the M2 ONUs. The method includes, during the subsequent allocation cycle, granting a second upstream time slot to a second ONU, which is not one of the plurality of N ONUs.
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