How do I stop my dogs from barking when I'm out?

I have two small terriers. The older dog (13) has always got stressed when I go out and neighbours have told me she barks. The younger one (3) is far more independent and doesn't get stressed, but the older one sets her off. I don't leave them often but I don't want them (or the neighbours!) stressed when I do. Any suggestions please?