The quake measured 3.5 on the Richter Scale with its epicentre at latitude 26.4 degree north and longitude 93.3 degree east.
Occurring at 4.42 A.M., the tremor was at a depth of 45 km, the MeT office said.
There was no report of loss of life or damage to any property so far.