Why atropine has no effect on blood pressure?

This is not entirely accurate. At higher doses atropine can cause slight increase in blood pressure due to vasoconstriction. However atropine does not decrease the blood pressure because muscarinic cholinoreceptors do not play a significant role in vasodilation.