In short, ap3g2-k9w7-tar.152-4.jb6.tar is the for the Cisco Aironet 3600 series access points. "Autonomous" means the AP operates independently without a Wireless LAN Controller (WLC).

To the uninitiated, the filename looks like a random string of characters. However, each segment carries critical information for a network engineer.