A later optic system, useful for longer transmission paths, was the smoke signal. The message was sent by varying the pattern of smoke rising from a fire. This pattern was again carried to the receiving party by reflected sunlight. This system required that a coding method be developed and learned by the communications and receiver of the message. This is comparable to modern digital systems that use pulse codes.