Can I submit an app to the App Store that needs a hardware device not available in the market(yet)?
Yes, you can submit such apps! I have done so before and got them approved.

You’ll probably be asked to provide more information about your setup, or be asked to provide a video of you actually using an iOS device to control the hardware.