Why doesn't my Macbook detect network after sleep?
Clear the network out and re-setup it.

Otherwise, I've run into this issue before, what brand of router are you using? And does it happen with other networks apart from this one? 

Related: Why doesn't Airport reconnect after sleep or shutdown?