Does turning off wifi improve battery life?

I have an iPhone 5 with an unlimited data plan. I usually have it at home where I only have a mediocre cell signal. I don't want to put it in airplane mode just in case I get a call or text so would turning off wifi help save battery life even when I could be on wifi? I mainly use it just for communication if that helps. Thanks