Digital predistortion (DPD) for RF power amplifiers has been investigated for decades [
14]. Basically, the DPD has been realized in baseband, and also the DPD models become extremely complicated when the wireless bands are more than three or broadband. We have proposed and demonstrated a simple DPD model that is envelope assisted RF DPD [
15]. When the carrier aggregation is enabled, the signal bandwidth can reach 100 MHz or more, which means that the baseband sampling rate of the analog to digital converter (ADC) can be 500 MHz or more. When the memory polynomial works at such a high sampling rate, the memory depth of the DPD might be too long, and thus the number of the polynomial coefficients becomes much higher, in particular when there is a strong long-term memory effect in RoF systems [
14]. To tackle this problem, an envelope-assisted RF memory polynomial was proposed, which can be described by
where
x(
n) is the value of wireless signals in RF domain,
w(
n) is the value of the baseband wireless signal envelopes,
J and
P are the nonlinear order and memory depth for the wireless signals in RF domain, respectively,
K and
Q are the nonlinear order and memory depth for the wireless signals in baseband domain, respectively, and
and
are the model coefficients for the RF and baseband wireless signals, respectively. The first part of the above equation is aimed to eliminate the out-of-band nonlinearities, in-band nonlinearities and short-term memory effect, which are owing to the RF wireless signals, while the second part is aimed to eliminate the in-band nonlinearities and long-term memory effect, which are owing to the baseband wireless signals. The more details of the model can be found in Ref. [
15], and the model was verified by two-band and three bands of wireless signals over RoF transmission [
15].