I would not look at him when he growls and if he comes to you move away at the same time saying "leave It" calmly but assertive. Eventually he will ignore it, we moved in January too, where we were before was sideways off the road and now we are in an open plan road and our Yorkie started to react to more noise and that is how i stopped her.