Formal:
* Pram
* Perambulator
* Baby stroller
Informal:
* Buggy
* Pushchair
* Stroller (this is the most common synonym)
Other options:
* Baby carriage
* Infant carriage
* Baby transport
* Pushcart (for a smaller, simpler type of carriage)
The best synonym to use depends on the context and your desired tone.