A system and method for predicting rain fade for a rain zone using a deep learning system including a computer processor. The method may include: training a Neural Network (NN) by importing into the NN a training set of image information and beacon information, wherein the image information includes image datasets including of a cloud view of an Area of Interest (AoI), a geolocation and a timestamp, and the beacon information includes beacon datasets including a beacon strength, a current rain fade state, a geolocation and a timestamp; pre-processing to homogenize and to extract spatially and temporally matching data for the AoI from a live image information and a live beacon information; and forecasting a rain fade based on the data in a near-future. In the method, the geolocation of one or more of the beacon datasets is located within the AoI, and the periodicity of the live beacon information and the live image information is less than or equal to five (5) minutes.

System and methods for managing a Wi-Fi network of a plurality of Wi-Fi networks from a cloud-based Network Operations Control (NOC) dashboard are provided. A method, according to one implementations, includes the step of obtaining Wi-Fi metrics and cellular metrics from a network. The method also includes the step of displaying a dashboard on a user interface for use by a support agent at a Network Operations Center (NOC). Also, the method includes the step of displaying both the Wi-Fi metrics and the cellular metrics on the dashboard.

System and methods for managing a Wi-Fi network of a plurality of Wi-Fi networks from a cloud-based Network Operations Control (NOC) dashboard are provided. A method, according to one implementations, includes the step of obtaining Wi-Fi metrics and cellular metrics from a network. The method also includes the step of displaying a dashboard on a user interface for use by a support agent at a Network Operations Center (NOC). Also, the method includes the step of displaying both the Wi-Fi metrics and the cellular metrics on the dashboard.

Dynamic network resource slice partition size adjustment is provided herein. A method can include partitioning resources enabled via a communication network among network slices of the communication network, the network slices comprising an expandable network slice and a contractable network slice, obtaining a resource usage value for the expandable network slice, the resource usage value indicating a first proportion of the resources enabled via the communication network being used by the expandable network slice, and in response to the resource usage value being greater than a threshold, reallocating a portion of the resources enabled via the communication network from the contractable network slice to the expandable network slice, the portion of the resources being defined based on a function of a ratio of the first proportion to a second proportion of the resources enabled via the communication network being used by the contractable network slice.

Method and apparatus for null-forming at bidirectional smart repeaters. The apparatus transmits, to a repeater, a repeater configuration. The repeater configuration configures the repeater to beam shape at least one beam of the repeater to suppress at least one side lobe of the at least one beam. The apparatus communicates with the repeater based on the repeater configuration. The apparatus receives, from the repeater, information related to an existing codebook of the repeater and associated beam forming capabilities of the repeater. The apparatus receives, from the repeater, information related to a null-forming codebook configured at the repeater.

System, methods, and other embodiments described herein relate to updating vehicle software by using additional connectivity from an alternate device. In one embodiment, a method includes initiating a download from a first point and a second point within a software package by a communication module associated with a vehicle and an alternate device. The method also includes, responsive to comparing progress points of the download between the communication module and the alternate device, adapting the download according to the progress points and network connectivity by the communication module to complete the download, the first point and the second point being opposing ends within the software package.

Disclosed are embodiments that leverage a central control plane of a managed 5G network service architecture across multiple serviced tenants by deploying tenant specific user plane function (UPF) and gNB components within tenant managed compute infrastructure. To enable this architecture, the disclosed embodiments assign gNBs and UPF instances to specific tenants and communicate those assignments to core components. Policies can be defined and applied to specific tenants from the central control plane. Inbound data routing to a specific tenant is accomplished by referencing a data store in the control plane that identifies which gNBs are assigned to a tenant associated with the incoming data. Those gNBs are then paged to service the incoming data.

A method includes processing first data from a network node to determine a mobile device is accessing a communication network and to identify a first traffic pattern. The method also includes searching a database for a first network function corresponding to the first traffic pattern. The method further includes causing a network device to activate the first network function based on the first traffic pattern. The method additionally includes processing second data from the network node to determine the communication network is no longer being accessed by the mobile device and to identify a second traffic pattern. The method also includes searching the database for a second network function corresponding to the second traffic pattern. The method further includes causing the network device to deactivate the first network function and to activate the second network function based on the second traffic pattern.

A method includes processing first data from a network node to determine a mobile device is accessing a communication network and to identify a first traffic pattern. The method also includes searching a database for a first network function corresponding to the first traffic pattern. The method further includes causing a network device to activate the first network function based on the first traffic pattern. The method additionally includes processing second data from the network node to determine the communication network is no longer being accessed by the mobile device and to identify a second traffic pattern. The method also includes searching the database for a second network function corresponding to the second traffic pattern. The method further includes causing the network device to deactivate the first network function and to activate the second network function based on the second traffic pattern.

Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a mobile station may receive first information identifying a value for a threshold parameter associated with a sidelink positioning procedure. The mobile station may transmit second information identifying a suitability for anchoring the sidelink positioning procedure, wherein the suitability is associated with the value for the threshold parameter. Numerous other aspects are described.