AUTOMATED NETWORK CONTROL SYSTEMS THAT ADAPT NETWORK CONFIGURATIONS BASED ON THE LOCAL NETWORK ENVIRONMENT

摘要

Systems, devices, and methods can provide technology that, via a short-term subsystem, adjusts a communication parameter for one or more wireless communication devices based on data from one or more of a plurality of sensors. The technology can also, via a neural network, determine a prediction of future performance of the wireless network based on a state of the network environment, where the state of the network environment includes information from the short-term subsystem and location information about the wireless communication devices and other objects in the environment , and determine a change in the network configuration to improve a communication quality in the wireless network based on the prediction of a future performance of the wireless network. The technology can also generate generic path loss models based on time-stamped RSSI maps and record a sequence of events that cause a significant drop in RSSI to determine a change in network configuration.