TR2023-008
A System Approach for Efficiency Enhancement and Linearization Technique of Dual-Input Doherty Power Amplifier
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- "A System Approach for Efficiency Enhancement and Linearization Technique of Dual-Input Doherty Power Amplifier", IEEE Journal of Microwaves, February 2023.BibTeX TR2023-008 PDF
- @article{Kantana2023feb,
- author = {Kantana, Chouabi and Benosman, Mouhacine and Ma, Rui and Komatsuzaki, Y.},
- title = {A System Approach for Efficiency Enhancement and Linearization Technique of Dual-Input Doherty Power Amplifier},
- journal = {IEEE Journal of Microwaves},
- year = 2023,
- month = feb,
- url = {https://www.merl.com/publications/TR2023-008}
- }
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- "A System Approach for Efficiency Enhancement and Linearization Technique of Dual-Input Doherty Power Amplifier", IEEE Journal of Microwaves, February 2023.
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Research Areas:
Electronic and Photonic Devices, Machine Learning, Optimization
Abstract:
In this paper, we propose an efficient system approach to improve the power efficiency of dual-input Doherty power amplifier (DIDPA) with maintaining its linearity level. Firstly, an auto-tuning process based on a hybrid heuristic search control (HHSC) is applied to optimally define DIDPA configuration by optimizing its free parameters, including peak- to-average power (PAPR) reduction threshold. The HHSC is driven by a cost function designed to moderate the inherent trade-off between linearity and power efficiency. The digital predistortion (DPD) is then integrated to linearize DIDPA using an optimal reduced-complexity model based on the segmentation approach. The coefficients of the cost function are updated optimally based on the linearity improvement by DPD. An optimal prun- ing process of the free parameters, based on hill-climbing (HC) heuristics, is proposed to reduce the HHSC complexity in order to refine the optimal DIDPA configuration with the updated cost function. The system ap- proach has been approved by experimental results, in different scenarios, using an LTE 20 MHz signal with a PAPR of 8 dB PAPR. In the first step where HHSC is applied, DIDPA exhibited a drain efficiency of 61%. DPD linearization improved linearity using a low-complex model with only 30 coefficients, which exhibited an error vector magnitude (EVM) of 2.5% and an adjacent channel power ratio (ACPR) of -50 dB at an averaged output power of 34 dBm. By updating the cost function coefficients and pruning the free parameters, DIDPA exhibited an EVM of 3%, an ACPR of -50 dB, and a drain efficiency of 47% at an average output power of 39 dBm.