A classic MGS level: watch the guards and drones to memorize their patrol patterns and slip past them. If you need to take them out, don't use CQC or Mk-22, rather use hold-ups or the Stun Rod. The M10 (with suppressor) will take out the drones, but will alert the guards (green, not red alert status).

Next: Head to the Control Tower