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    ERGODIC SPECTRUM MANAGEMENT SYSTEMS AND METHODS
    1.
    发明公开
    ERGODIC SPECTRUM MANAGEMENT SYSTEMS AND METHODS 审中-公开

    公开(公告)号：US20230413071A1

    公开(公告)日：2023-12-21

    申请号：US18217597

    申请日：2023-07-02

    Applicant: ASSIA SPE, LLC

    Inventor： John M. CIOFFI ,  Chan-Soo HWANG ,  Kenneth J. Kerpez ,  Jisung Oh ,  Ioannis Kanellakopoulos ,  Peter Chow

    IPC: H04W24/02 ,  H04W28/16 ,  H04W24/10

    CPC classification number: H04W24/02 ,  H04W28/16 ,  H04W24/10

    Abstract: Presented are Ergodic Spectrum Management (ESM) systems and methods that take advantage of the presence of statistical consistencies (“ergodicity”) and correlations, such as a wireless network's average dimensional consistencies of probability distributions (in time, space, and frequency) of channel gains, to adaptively learn qualitative and quantitative network/user behavior; estimate or predict network performance; and guide locally implemented radio resource management (RRM) decisions of wireless multi-user transmissions in a manner such as to reduce interference and improve latency; connection stability; efficiency; and overall wireless performance. ESM also enhances end-users' Quality of Experience (QoE) by allowing movement across bands and regions as users/devices roam. A remote-cloud-based resource management implementation of ESM' s Learn-ed Resource Managers (LRMs) removes the need for heavy edge-computing close to radio cells.

    ERGODIC SPECTRUM MANAGEMENT SYSTEMS AND METHODS
    4.
    发明申请
    ERGODIC SPECTRUM MANAGEMENT SYSTEMS AND METHODS 审中-公开

    公开(公告)号：US20200280863A1

    公开(公告)日：2020-09-03

    申请号：US16804000

    申请日：2020-02-27

    Applicant: ASSIA SPE, LLC

    Inventor： John M. CIOFFI ,  Chan-Soo HWANG ,  Kenneth J. Kerpez ,  Jisung Oh ,  Ioannis Kanellakopoulos ,  Peter Chow

    IPC: H04W24/02 ,  H04W24/10 ,  H04W28/16

    Abstract: Presented are Ergodic Spectrum Management (ESM) systems and methods that take advantage of the presence of statistical consistencies (“ergodicity”) and correlations, such as a wireless network's average dimensional consistencies of probability distributions (in time, space, and frequency) of channel gains, to adaptively learn qualitative and quantitative network/user behavior; estimate or predict network performance; and guide locally implemented radio resource management (RRM) decisions of wireless multi-user transmissions in a manner such as to reduce interference and improve latency; connection stability; efficiency; and overall wireless performance. ESM also enhances end-users' Quality of Experience (QoE) by allowing movement across bands and regions as users/devices roam. A remote-cloud-based resource management implementation of ESM's Learn-ed Resource Managers (LRMs) removes the need for heavy edge-computing close to radio cells.

    Systems and methods for jointly optimizing WAN and LAN network communications
    5.
    发明授权
    Systems and methods for jointly optimizing WAN and LAN network communications 有权

    公开(公告)号：US10757003B2

    公开(公告)日：2020-08-25

    申请号：US16432364

    申请日：2019-06-05

    Applicant: ASSIA SPE, LLC

    Inventor： Peter Chow ,  Wonjong Rhee ,  Ardavan Maleki Tehrani ,  Marc Goldburg

    IPC: H04L12/24 ,  H04L12/26

    Abstract: Described are systems and methods for jointly optimizing Wide Area Network (WAN) and Local Area Network (LAN) network communications. In one embodiment, a management device communicatively interfaced with a WAN and a LAN includes a collection module to collect LAN information from the LAN and WAN information from the WAN; an analysis module to jointly analyze the collected WAN information and the collected LAN information to identify an operational condition; and an implementation module to initiate a management event responsive to the operational condition being identified. In one embodiment, the management event includes generating and transmitting a diagnostics report responsive to a fault being identified. The management device may further generate and execute instructions to remedy the diagnosed fault.

    SYSTEMS AND METHODS FOR JOINTLY OPTIMIZING WAN AND LAN NETWORK COMMUNICATIONS
    7.
    发明申请
    SYSTEMS AND METHODS FOR JOINTLY OPTIMIZING WAN AND LAN NETWORK COMMUNICATIONS 审中-公开

    公开(公告)号：US20200344145A1

    公开(公告)日：2020-10-29

    申请号：US16926696

    申请日：2020-07-11

    Applicant: ASSIA SPE, LLC

    Inventor： Peter Chow ,  Wonjong Rhee ,  Ardavan Maleki Tehrani ,  Marc Goldburg

    IPC: H04L12/26 ,  H04L12/24

    Abstract: Described are systems and methods for jointly optimizing Wide Area Network (WAN) and Local Area Network (LAN) network communications. In one embodiment, a management device communicatively interfaced with a WAN and a LAN includes a collection module to collect LAN information from the LAN and WAN information from the WAN; an analysis module to jointly analyze the collected WAN information and the collected LAN information to identify an operational condition; and an implementation nodule to initiate a management event responsive to the operational condition being identified. In one embodiment, the management event includes generating and transmitting a diagnostics report responsive to a fault being identified. The management device may further generate and execute instructions to remedy the diagnosed fault.

    SYSTEMS AND METHODS FOR JOINTLY OPTIMIZING WAN AND LAN NETWORK COMMUNICATIONS
    8.
    发明申请
    SYSTEMS AND METHODS FOR JOINTLY OPTIMIZING WAN AND LAN NETWORK COMMUNICATIONS 审中-公开

    公开(公告)号：US20190288932A1

    公开(公告)日：2019-09-19

    申请号：US16432364

    申请日：2019-06-05

    Applicant: ASSIA SPE, LLC

    Inventor： Peter Chow ,  Wonjong Rhee ,  Ardavan Maleki Tehrani ,  Marc Goldburg

    IPC: H04L12/26 ,  H04L12/24

    Abstract: Described are systems and methods for jointly optimizing Wide Area Network (WAN) and Local Area Network (LAN) network communications. In one embodiment, a management device communicatively interfaced with a WAN and a LAN includes a collection module to collect LAN information from the LAN and WAN information from the WAN; an analysis module to jointly analyze the collected WAN information and the collected LAN information to identify an operational condition; and an implementation module to initiate a management event responsive to the operational condition being identified. In one embodiment, the management event includes generating and transmitting a diagnostics report responsive to a fault being identified. The management device may further generate and execute instructions to remedy the diagnosed fault.

    Ergodic spectrum management systems and methods
    9.
    发明授权
    Ergodic spectrum management systems and methods 有权

    公开(公告)号：US11696155B2

    公开(公告)日：2023-07-04

    申请号：US16804000

    申请日：2020-02-27

    Applicant: ASSIA SPE, LLC

    Inventor： John M. Cioffi ,  Chan-Soo Hwang ,  Kenneth J. Kerpez ,  Jisung Oh ,  Ioannis Kanellakopoulos ,  Peter Chow

    IPC: H04W24/02 ,  H04W28/16 ,  H04W24/10

    CPC classification number: H04W24/02 ,  H04W24/10 ,  H04W28/16

    Abstract: Presented are Ergodic Spectrum Management (ESM) systems and methods that take advantage of the presence of statistical consistencies (“ergodicity”) and correlations, such as a wireless network's average dimensional consistencies of probability distributions (in time, space, and frequency) of channel gains, to adaptively learn qualitative and quantitative network/user behavior; estimate or predict network performance; and guide locally implemented radio resource management (RRM) decisions of wireless multi-user transmissions in a manner such as to reduce interference and improve latency; connection stability; efficiency; and overall wireless performance. ESM also enhances end-users' Quality of Experience (QoE) by allowing movement across bands and regions as users/devices roam. A remote-cloud-based resource management implementation of ESM's Learn-ed Resource Managers (LRMs) removes the need for heavy edge-computing close to radio cells.

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