In some aspects, a wireless monitoring system includes a sensor network, a data analysis system and a communication interface. The sensor network includes wireless sensor devices configured to passively monitor radio frequency (RF) signals exchanged in a wireless communication network in a geographic region, and each wireless sensor device is configured to compute local network-usage parameters based on processing the RF signals detected by the wireless sensor device. The data analysis system is configured to analyze regional performance metrics of the wireless communication network based on the local network-usage parameters computed by the biosensor devices. In some instances, the communication interface is configured to transmit a network performance report to the wireless communication network based on the analysis of the regional performance metric.