In a hybrid beamforming, a single digital predistortion (DPD) is inefficient to address all the nonlinearities over a subarray of power amplifiers (PAs) with underlying crosstalk in a massive multiple-input multiple-output (mMIMO) transmitter. In this context, the proposed work describes a novel hybrid post-weighting (PW) scheme. Here, it extends the competence of one trained DPD to all PAs exclusively via following PW block associated with optimal coefficients along the basis functions of the DPD. Consequently, it reduces the nonlinear radiation significantly in a wide range of azimuth directions to the transmitter.
翻译:在混合波束成形中,单个数字预畸变 (DPD) 无法高效地处理大规模多输入多输出 (mMIMO) 发射机上具有基础串扰的功率放大器 (PA) 子阵列中的所有非线性。在此背景下,本文介绍了一种新颖的混合后加权 (PW) 方案。它通过沿着 DPD 的基础函数跟随最优系数的 PW 块将一个经过训练的 DPD 的能力扩展到所有 PA 上。因此,它显著减少了在广泛的方位方向向发射机发射的非线性辐射。