The energy per bit to noise power spectral density ratio $E_b/N_0$ can be seen as a signal-to-noise ratio (SNR) per individual bit.
$E_b$
Energy per bit.
Unit: J (Joule), Ws (Watt-second)
Calculated as received signal power (in Watts) divided by bit rate (in $\frac{1}{\text{s}}$):
\[E_b = \frac{\text{W}}{\frac{1}{\text{s}}} = \text{W}\, \frac{\text{s}}{1} = \text{Ws} = \text{J}\]Remember: Energy/Work (J, Ws, kWh) vs. Power, i.e. energy/work per time (W)
$N_0$
Noise power spectral density.
Unit: $\frac{\text{W}}{\text{Hz}}$
\[N_0 = \frac{\text{W}}{\text{Hz}} = \frac{\text{W}}{\frac{1}{\text{s}}} = \text{W}\, \frac{\text{s}}{1} = \text{Ws} = \text{J}\]Important: the noise power spectral density $N_0$ is assumed to be constant. That is, white noise, in particular additive white Gaussian noise (AWGN), is assumed. For frequency-selective noise, the $E_b/N_0$ formula does not work.
$E_b/N_0$
Energy per bit to noise power spectral density ratio.
Unit: dimensionless (often expressed in dB)
\[\frac{E_b}{N_0} = \frac{\text{J}}{\text{J}} = \cdot\]$E_b/N_0$ can be seen as a “normalised SNR”, in particular a “SNR per bit”. This is because the traditional SNR is always relative to a certain bandwidth.