In the report about the new bomb, KCNA added: 'Kim Jong-un said he felt the pride at the indomitably bolstering up of [North Korea's] nuclear forces despite a great price as he watched the Juche-oriented thermonuclear weapon with super explosive power made by our own efforts and technology.
"He expressed great satisfaction over the fact that our scientists can do anything without fail if the party is determined to do.
"The scientists further upgraded its technical performance at a higher ultra-modern level on the basis of precious successes made in the first H-bomb test."
North Korea is increasingly putting world leaders on edge as the country continues to push its limits in regards to building up weaponry and firing off missiles.
On Monday, North Korea, which sees the exercises as preparations for invasion, raised the stakes in its stand-off with the United States and its allies by firing an intermediate-range missile over Japan.
Japan Prime Minister Shinzo Abe called the move an 'unprecedented' threat to his country.