Khalid al-Hadhdha' says that there is no disagreement about this from the Prophet (peace and blessings be upon him): "The horseman has three shares and the foot soldier has one share."
Hadith Referenceالسنن الكبرى للبيهقي / كتاب قسم الفيء والغنيمة / 12880