It is narrated from Sayyiduna Abu Umamah (may Allah be pleased with him) that the Messenger of Allah (peace and blessings be upon him) said: "Whoever initiates the greeting of salam is closer to Allah and His Messenger."
Hadith Referenceالمعجم الكبير للطبراني / باب الصاد / 7783