In this paper, we study the trade-off between complexity and performance in massive MIMO systems with neural-network based digital pre-distortion (NN-DPD) blocks at the base station. In particular, we ...

Abstract: We demonstrated a support vector machine (SVM) based machine learning method to mitigate modulation nonlinearity distortion for PAM-4 and PAM-8 vertical cavity surface emitter laser ...

Machine Learning-Based Digital Pre-Distortion Scheme for RoF Systems and Experimental 5G mm-waves Fiber-Wireless Implementation. Authorship SCIMAGO INSTITUTIONS RANKINGS. Abstract. The advent of the ...

The topics will range from basics of information theory, entropy and fundamental limits of data compression, channel capacity & least informative priors, rate-distortion theory, Kolmogorov complexity ...

The International Conference on Machine Learning (ICML 2023) serves as a global platform where researchers, academics, and industry professionals gather to share their pioneering work and advancements ...

But their de-obfuscating machine learning software was often still in the 50 percent to 75 percent range. The lowest success rate was 17 percent on a data set of celebrity faces obfuscated with ...