The present disclosure relates to a method and device for transmitting a reference signal, a method and device for receiving a reference signal, a base station, user equipment and a computer-readable storage medium. The method comprises: obtaining a plurality of possible transmission positions of the reference signal according to a position where a setting signal for determining an index of the reference signal is located, wherein the setting signal is located in the reference signal, and the plurality of possible transmission positions comprise an initial possible transmission position of the reference signal; performing channel detection before transmitting the reference signal at each of the possible transmission positions; and transmitting, in response to detecting that the channel is idle, the reference signal at the corresponding possible transmission position. A plurality of possible transmission positions of the reference signal are obtained according to the position where the setting signal is located.