I tried everything Brother had suggested and instructed. WiFi connection would still drop after about 5 minutes or so. In addition to coming here, I also had submitted the problem to Brother's site. They suggested that, WiFi setting be Static on the TCP/IP setting rather than "Auto" or "Dynamic".
Upon setting the TCP/IP to Static, the problem went away. The printer stays connected to WiFi.
I hope the foregoing helps.