Personal adaptive radio access network advanced capabilities are provided. A device can include a transceiver; a processor; and a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations comprising facilitating movement of the device from a first position associated with a user equipment (UE) to a second position in response to an observed signal strength at the UE from a communication network being determined to have fallen below a threshold; in response to facilitating the movement of the device, determining a first communication frequency for communications between the device and the UE based on features determined to be present in an environment associated with the UE; and conveying signals transmitted by the communication network to the UE via the transceiver at the first communication frequency instead of a second communication frequency used by the communication network.