The former city mayor has long advocated federalism to tackle a yawning wealth gap, empower regional governments and recognize the country's diverse makeup.
A 19 member panel created by Duterte a month ago and composed of constitutional law experts and headed by a retired Supreme Court judge has proposed a federal model similar to the United States.
Some critics believe the move to change the constitution to facilitate that would also provide means for Duterte to hold on to power beyond 2022, when his single, six-year term ends.
But the 72-year-old said he no longer had the energy.
"I will step down by 2020, I will not wait for 2022," he said in a speech.
"I am old. I have no more ambition. I really would like to rest."
The constitution was introduced in 1987 after the ousting of late dictator Ferdinand Marcos in a bloodless "people's power" revolution.
Previous moves to change it have failed, with civil society and religious groups thwarting what they see as threats to a system designed to prevent strongman rulers like Marcos from emerging. Fears that Duterte could become an autocrat are compounded by the admiration he has expressed for Marcos.
Experts believe Duterte may succeed in changing the charter because of his public popularity and the super-majority he holds in Congress.
(This story has not been edited by NDTV staff and is auto-generated from a syndicated feed.)