Just to add something, any kind of signal has noise together with the pure signal that carries the information. When we amplify the signal we also amplify the noise that is already in the signal (but of course not the noise that will be later added to the signal as the signal propagates through air or wires). In telecommunication a very important parameter is the Signal to Noise Ratio known as SNR. In order to improve the SNR we have to amplify the signal as much as we can, BEFORE we transmit it through a wire or air, where it will pickup additional noise (if we amplify it after the transmission, we amplify the noise as well, so we don't improve the SNR). That's why amplifier boxes are put near the antennas, where the signal is strong and hasn't pickup additional noise (though already has pick some noise in the path from the source antenna to the receiver antenna, but we can't do much about that noise).