Welcome to iMore! Unfortunately you cannot force your iPhone to connect remotely. I recommend keeping an eye on Find My iPhone. Hopefully it somehow picks up a signal.
My wife's iPhone ultimately lost signal like yours when she lost it. It had fallen off the top of the car and got run over when it died. Hopefully yours didn't suffer such a fate! We were lucky we had a ping on it before that happened.