Channel capacity is the limit of the transmission rate which can be delivered to the destination with arbitrary small error. For the Gaussian channel case, the channel capacity is given as which shows that the channel capacity of the Gaussian channel is determined by SNR. We can derive the capacity of Gaussian channel by assuming the receive signal is represented as