A network quality measurement method and system are provided. In the method, a movement path and a movement speed of a vehicle device are determined according to a size of a space and an endurance time of the vehicle device, and the vehicle device is controlled to move on the movement path at the movement speed. During a movement of the vehicle device, a network quality in the space is measured according to a measurement frequency to generate network quality data. Whether the network quality in the space is changed is determined according to the network quality data. Whether there is an obstacle around the vehicle device is detected. When it is determined that the network quality in the space is changed or the obstacle is detected around the vehicle device, at least one of the movement path, the movement speed, and the measurement frequency is adjusted.

Examples described herein relate to generation of radio frequency (RF) plans for network deployments. Examples described herein may receive an input RF plan with modified set of features of a network deployment area. A first machine learning (ML) model generates an intermediate RF plan indicating candidate AR locations based on the modified set of features and a first set of parameters. A second ML model determines a network optimization score for the intermediate RF plan. Based on the optimization score, the first set of parameters are optimized. The first ML model generates an output RF plan indicating optimized AP locations based on the optimized first set of parameters and the modified set of features.

A method for a system that runs a platform simulation and a network simulation of a radio network comprises probing the network simulation to determine effects produced between transmitter-receiver pairs represented within the network simulation; computing communication effects in response to the probing and saving the communication effects for later use; and when a communication event involving a transmitter-receiver pair occurs in the platform simulation, using the saved communication effects to simulate the communication effects for that event.

A method for a system that runs a platform simulation and a network simulation of a radio network comprises probing the network simulation to determine effects produced between transmitter-receiver pairs represented within the network simulation; computing communication effects in response to the probing and saving the communication effects for later use; and when a communication event involving a transmitter-receiver pair occurs in the platform simulation, using the saved communication effects to simulate the communication effects for that event.

A method performed by an apparatus is presented which comprises determining one or more potential installation positions and/or areas for installing one or more radio positioning support devices in a predetermined environment, wherein said one or more potential installation positions and/or areas are determined at least partially based on at least one radio coverage model.

Methods, systems, and devices for steering in mesh networks by a serving device are described. The method may include determining that a client device within a range of the serving device is eligible for steering, where the client device is outside a set of one or more trigger client devices, requesting, based on the determination, a radio resource management report from at least one trigger client device of the set of one or more trigger client devices, receiving the radio resource management report from the at least one trigger client device of the set of one or more trigger client devices, and performing a steering operation of the client device from the serving device to a target device based on the radio resource management report from the at least one trigger client device.

Methods, systems, and devices for steering in mesh networks by a serving device are described. The method may include determining that a client device within a range of the serving device is eligible for steering, where the client device is outside a set of one or more trigger client devices, requesting, based on the determination, a radio resource management report from at least one trigger client device of the set of one or more trigger client devices, receiving the radio resource management report from the at least one trigger client device of the set of one or more trigger client devices, and performing a steering operation of the client device from the serving device to a target device based on the radio resource management report from the at least one trigger client device.

Techniques are provided for accurately determining actual and prospective location(s) of radio(s) located in a structure and controlled by a shared spectrum system. By more accurately knowing the location(s) of the radios, the shared spectrum system can more efficiently allocate maximum transmission power(s) to the radio(s), enhance corresponding radio coverage area(s), and/or diminish interference to other radio(s) and/or primary user(s).

Methods and apparatuses are provided for optimizing a wireless network. A description of a traffic incident is received. An impact area is generated from the description. A geographic polygon is generated based on the impact area. The network usage of the geographic polygon is determined. A message including the network usage for the geographic polygon may be transmitted to a mobile network operator.

Methods and apparatuses are provided for optimizing a wireless network. A description of a traffic incident is received. An impact area is generated from the description. A geographic polygon is generated based on the impact area. The network usage of the geographic polygon is determined. A message including the network usage for the geographic polygon may be transmitted to a mobile network operator.