The Congo international, 21 joined the Cottagers from Leyton Orient just over two years ago, but spent most of last season on loan at Stoke City.
"He's a big, strong player who would fit in perfectly with us," Posh boss Darren Ferguson told the club's official website.
"He's 6ft tall, but has a fantastic spring and he's a real athlete."