The incident took place Saturday at Tshikapa in Western Kasai province in the centre of the country.
A bolt of lightning hit the funeral procession, killing three mourners outright and injuring several others, the radio said.
The centre and east of DRCongo have been hit by violent storms in recent weeks as the rainy season has set in.