A panel looking into unmanned aircraft operations is likely to propose mandatory registration for drones above a certain weight and stiffer penalties for those who flout flying rules.

There will also be emphasis on training and education, said former Republic of Singapore Air Force (RSAF) pilot Timothy de Souza, who heads the 12-member Unmanned Aircraft Systems Advisory Panel that was set up in May.