There is a mildly successful "shortened" version of IP for embedded systems with low bandwidth links. It has become standard in some circles, IPv6LoPAN. When IPV6 was designed, it was already settled that IP packet overhead was insignificant compared to the available and future growth of networks, and that it would be acceptable to increase the header size for additional (128bit) address space.