Why did God have to kill the firstborn in Egypt?

I'm a Christian and this question is bugging me quite a lot, why did God HAVE to kill the firstborn in Egypt? The children did absolutely nothing against him and they didn't own slaves. Why didn't he just go ahead and kill the Pharaoh or the slave owners?