Let be a connected simple Lie group of real rank one and finite center, and let be a maximal compact subgroup. We study the families of spherical, ball, and uniform averages , , and on induced by the canonical -invariant metric on , in the setting where acts by trace-preserving -automorphisms on a finite von Neumann algebra . For the associated noncommutative -spaces , we consider both local and global noncommutative maximal inequalities for these averages, and corresponding pointwise ergodic theorems in the sense of bilateral almost uniform convergence. Our approach combines a noncommutative Calderón transfer principle, spectral analysis for the Gelfand pair via Harish–Chandra’s spherical functions, fractional integration methods, and Littlewood–Paley -function estimates. This work is complemented by our results for higher-rank semisimple Lie groups, where the presence of Property~(T) and associated spectral gaps serve as the key tools in establishing Wiener-type noncommutative pointwise ergodic theorems and noncommutative -maximal inequalities for ball and spherical averages on for certain class of semisimple Lie groups.

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