Improper Gaussian signaling on the common stream in RSMA outperforms proper Gaussian signaling for rates when successive interference cancellation is imperfect, with closed-form optima derived for some objectives and a reinforcement learning algorithm for sum-rate maximization.
Soft Actor-Critic: Off- policy maximum entropy deep reinforcement learning with a stochastic actor,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SP 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Utilizing Improper Gaussian Signaling for Downlink Rate-Splitting Multiple Access with Imperfect Successive Interference Cancellation
Improper Gaussian signaling on the common stream in RSMA outperforms proper Gaussian signaling for rates when successive interference cancellation is imperfect, with closed-form optima derived for some objectives and a reinforcement learning algorithm for sum-rate maximization.