It is narrated from Sayyiduna Muawiyah (may Allah be pleased with him) that the Messenger of Allah (peace and blessings be upon him) said: "When the Imam leads the prayer sitting, then all of you should also perform the prayer sitting."
Hadith Referenceسلسله احاديث صحيحه / الاذان و الصلاة / 540