RF channel analysis and improved usage of wireless channels in a wireless network

According to one configuration, an analyzer resource determines an ability of a wireless access point to wirelessly communicate over each of multiple available wireless communication channels in a wireless frequency band. The analyzer resource produces performance information (performance metrics or calibration information) based on the measured ability. The analyzer resource assigns the performance metrics to the wireless access point. When operating in the field (such as in a wireless network environment), to provide mobile communication devices access to a remote network, the wireless access point uses the assigned performance metrics as a basis to select amongst multiple available wireless communication channels to communicate with one or more mobile communication devices in the wireless network environment. These and other techniques are disclosed herein.