Carroll signed permanently from Liverpool last week.
"It's massive," he told West Ham TV. "The Club's only going one way and that's what I want to be a part of.
"The fans are never quiet here [at the Boleyn Ground] and it's going to be even better at the Olympic Stadium when more people can fit in. I can't wait."