A method for quality assurance management of cellular site comprising receiving a user selection of a selected cellular site of a plurality of cellular sites. Based on the user selection of the selected cellular site, the method include retrieving site parameters and selectively displaying the site parameters via a GUI. The method includes receiving photographs of the selected cellular site, the photographs captured by the user computing device. The method includes transmitting the photographs to the site database. The method includes providing site data fields for receiving cellular site data via the GUI, and receiving, via the one or more site data fields, user entries of cellular site data associated with the selected cellular site. The method includes transmitting the user entries of cellular site data to the site database.

A method for quality assurance management of cellular site comprising receiving a user selection of a selected cellular site of a plurality of cellular sites. Based on the user selection of the selected cellular site, the method include retrieving site parameters and selectively displaying the site parameters via a GUI. The method includes receiving photographs of the selected cellular site, the photographs captured by the user computing device. The method includes transmitting the photographs to the site database. The method includes providing site data fields for receiving cellular site data via the GUI, and receiving, via the one or more site data fields, user entries of cellular site data associated with the selected cellular site. The method includes transmitting the user entries of cellular site data to the site database.

A method, a device, and a non-transitory storage medium provide a node placement service. The node placement service may generate geo-bins pertaining to a radio access network device, a sector of the radio access network device, or a sub-sector. The node placement service may generate time values for the geo-bins based on network information associated with end devices and the geo-bins. The node placement service may also generate return on investment values for the geo-bins based on the network information. The node placement service may use the time values, the return on investment values, or both for radio frequency design of a geo-bin.

A method, a device, and a non-transitory storage medium provide a node placement service. The node placement service may generate geo-bins pertaining to a radio access network device, a sector of the radio access network device, or a sub-sector. The node placement service may generate time values for the geo-bins based on network information associated with end devices and the geo-bins. The node placement service may also generate return on investment values for the geo-bins based on the network information. The node placement service may use the time values, the return on investment values, or both for radio frequency design of a geo-bin.

A method, apparatus and system for determining and mapping potential net service impairments using multiple datasets associated with a network.

A method, apparatus and system for determining and mapping potential net service impairments using multiple datasets associated with a network.

An information transmission method and apparatus, the method including determining, by a first communications apparatus, an area in which a terminal device is located, where the area includes overlapping coverage area between the first communications apparatus and at least one second communications apparatus, and, non-overlapping coverage area between the first communications apparatus and the at least one second communications apparatus, and the first communications apparatus is adjacent to the at least one second communications apparatus, and sending, by the first communications apparatus, information to the terminal device through a first channel if the terminal device is located in the overlapping coverage area, and sending, by the first communications apparatus, information to the terminal device through a second channel if the terminal device is located in the non-overlapping coverage areas.

A method and apparatus for predicting capacity utilization and preemptively reallocating channels in a spectrum-controlled network such as a Citizen's Band Radio Service (CBRS) network. The network includes a plurality of Base Stations/Access Points (BS/APs) which monitor RF resource usage of the channels at each BS/AP and provide time series data relating to capacity utilization over a period of time. The data is analyzed, and patterns are identified in the collected capacity utilization data using Artificial Intelligence (AI) techniques. Looking forward, capacity utilization is predicted using AI techniques. Responsive to the capacity utilization predictions, the channels pre-emptively reallocated among BS/APs. The enterprise network provides feedback regarding prediction accuracy, which is utilized in a machine learning process to modify the models and provide greater prediction accuracy. The prediction apparatus includes a capacity utilization module and a training/retraining module, which may be located remotely from the enterprise network.

Apparatus and methods for providing interference management and load balancing in a wireless network. In one embodiment, the method and apparatus utilize quasi-licensed CBRS (Citizens Broadband Radio Service) wireless spectrum in conjunction with enhanced SAS (Spectrum Access System) and base station (e.g., CBSD) components to enable creation and management of virtual clusters of bases stations connected to the network, so as to enable inter-cluster interference mitigation, while also supporting load balancing between the base stations using coverage area overlap. In one implementation, the SAS reduces the coverage area (transmit power) of one or more base stations on a cluster edge to mitigate inter-cluster interference, and increases or adjusts the coverage of one or more base stations inside of the cluster to enable load balancing.

Apparatus and methods for providing interference management and load balancing in a wireless network. In one embodiment, the method and apparatus utilize quasi-licensed CBRS (Citizens Broadband Radio Service) wireless spectrum in conjunction with enhanced SAS (Spectrum Access System) and base station (e.g., CBSD) components to enable creation and management of virtual clusters of bases stations connected to the network, so as to enable inter-cluster interference mitigation, while also supporting load balancing between the base stations using coverage area overlap. In one implementation, the SAS reduces the coverage area (transmit power) of one or more base stations on a cluster edge to mitigate inter-cluster interference, and increases or adjusts the coverage of one or more base stations inside of the cluster to enable load balancing.