1. A method of transmitting a sparse signal in a sparse signal transmitting device, the method comprising: receiving a target signal; compressing the target signal based on a sensing matrix consisting of a zero element and a non-zero element; and transferring a compressed signal, wherein the sensing matrix has a number of rows less than a number of columns.