In one implementation, a method for detecting a configuration of wireless sensors within a vicinity includes a method of assessing wireless sensors in the vicinity of an application computing system. The application computing system is operated in a listen mode to receive and record wireless transmissions produced by one or more wireless sensors producing wireless transmissions in the vicinity of the application computing system. The recorded wireless transmissions are evaluated using a rule set that embodies normal operating characteristics of various types of wireless sensors in an operating environment to generate a conclusion regarding at least one attribute of at least one wireless sensor that produced the recorded wireless transmissions. The generated conclusion can be used so that the at least one wireless sensor is utilized in the application computing system.