Abe said the overflight was an "outrageous act" that "greatly damages regional peace and security".
This latest model boasts a powerful engine that has been developed in India over many years.
Following the launch, the rocket separated, sending the Dragon cargo carrier to orbit.
"The more our rockets can lift, the farther we can venture into space."
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