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In the generalized space-time shift keying (G-STSK) modulation, the constraint of the activated dispersion matrix pattern makes the application of the sequential Monte Carlo (SMC) detector become nontrivial. In this paper, the pattern-aware variants of the stochastic SMC (SSMC) detector and the deterministic SMC (DSMC) detector for the G-STSK modulation are studied. Specifically, a pattern-aware importance...
Constellation classification for phase-amplitude-modulated signals transmitted through unknown intersymbol interference channels is proposed based on the sequential Monte Carlo (SMC) framework under both stochastic and deterministic settings. The stochastic SMC-based constellation classification (SMC-CC) sampler generates constellation symbol samples based on importance sampling and resampling techniques,...
The digital modulation classification for phase-amplitude-modulated signals transmitted through intersymbol interference (ISI) channels is considered. A classification method is proposed based on the sequential Monte Carlo (SMC) framework. In the proposed method, samples drawn from a superconstellation consisting of all the possible constellations are first evolved through the sequential importance...
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