Since the Note 3 uses 802.11AC I decided to get a new wireless router. WOW is AC fast!
I do have the Note set with static addresses and yet it still drops connection on occasion even with a -42dbm signal as seen by the phone.
I've read that Samsung radios are not the best. I wonder if this is hardware related or software. I'm still hoping for something to improve this situation.