Might be faster just to restart the adb server:
adb kill-server ; adb start-server
Or what I often use:
adb kill-server ; adb devices
When you call adb devices it automatically starts up the adb server. Then gives you the list of devices it can find. Sometimes even then it doesn't find the device right away so you may need to call adb devices a few more times.