If you have a problem with noise from dogs do as KKOB suggested and report the matter.
I have dogs all around where I live, but I too get quite fed up with all the barking day and night. Last week I was woken about 3 times between 01.00am and 5.00am and made my mind up that enough was enough! :
I spoke to my neighbour and asked him to keep his dog indoors during the night as it barks constantly..(and even if there's nothing there!) He said that was fine with him BUT that night someone had entered our garden and was looking around the front of our houses. His dog was barking away.. woke him up and he went out, this stranger said that he was looking for an address .... at about 3.00am!!
my neighbour opened the gate to his balcony and his dog chased the guy out of the garden and down the street!
Needless to say that the dog can bark away to it's hearts content....