The growth of gallium nitride-based nanopillar-shaped crystals on the multicrystalline silicon substrate that is widely employed in solar cells is presented here for the first time. The nanopillar-shaped crystals are successfully grown on the multicrystalline substrate in a manner similar to the structures grown on other substrates. Structural variations and a highly enhanced band edge emission in the photoluminescence spectrum have been observed using germanium doping.