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Laboratory demonstration of nonlinear compensation |
Engineers
at Southwest Research Institute (SwRI) are developing advanced
algorithms and demonstration systems for digital predistortion. Projects range from consulting to assistance
in subsystem development and testing to full system design, prototyping,
and validation.
Digital predistortion offers an economical and efficient mitigation for nonlinear operation of high power RF amplifiers.
The SwRI digital predistortion program has four main components:
Nonlinear compensation is a method of digital predistortion, where each sample of the base-band input signal is adjusted for the magnitude and phase distortion based on the instantaneous power level of that sample. The amount of distortion is estimated with a feedback
system, and the compensation is usually implemented in an FPGA (Field Programmable Gate Array) for speed.
Nonlinear compensation is often what is meant when the term digital predistortion is used; however digital predistortion also includes memory effects compensation, linear compensation, and crest factor reduction.
The figure above shows the adjacent channel power ratio improvement of an amplifier with and without nonlinear compensation. The signal is a four-channel WCDMA (Wideband Code Domain Multiple
Access) signal at 2.14 GHz.
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Different amplitude distortion curves from memory effects |
Memory effects compensation builds on nonlinear compensation by taking into account several input signal samples at a time for improved performance. Although a significant amount of the nonlinear distortion in a typical amplifier is a function of the particular input
signal level, in many high-power amplifiers, much of the nonlinearity is based on recent signal levels. SwRI has developed feedback system algorithms for automatically calibrating the output signals for up-conversion even with
broadband signals, where the image and local oscillator leakage are completely covered up in the frequency domain by the main signal. Although these spurious signals may not be large enough in power relative to the main signal to cause problems in receivers, they do
become a problem in feedback-based nonlinear and memory effects compensation systems. Therefore linear compensation is a necessary prerequisite for optimal performance of nonlinear and memory effects compensation systems.
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Cumulative complementary probability density function with and without crest factor reduction |
SwRI has developed crest factor reduction algorithms that reduce the peak-to-average power ratio of multi-carrier signals while minimally impacting the integrity of the signals. There are a number of methods that can be used depending upon system latency and loss
requirements.
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Power spectra with and without crest factor reduction |
For more information about digital predistortion at Southwest Research
Institute (SwRI) or how you can contract with SwRI, please contact
Mike
Pilcher at
mpilcher@swri.org or (210) 522-2083.
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