A Handheld Sewing Machine is a small Sewing Machine, for being operated on the go, not when standing on the surface. Designed for emergency repairs when there is no way to use a regular sewing machine.
A handheld sewing machine is sometimes also called a portable sewing machine or a cordless sewing machine.