Windows Movie Maker is pretty tried and true although a lot of people will try to convince you otherwise. Spend a little time with it and it will do what it is supposed to do and handle the tasks you just explained
Windows Movie maker is very good, i use it and i think it is great, but a good one if you are willing to buy, sony vegas it good.