To better exploit the probability density function (pdf) of the source, Chatterjee and Sreenivas [14] developed a switched conditional pdf-based SVQ where the vector space is partitioned into non-overlapping Voronoi regions, and the source pdf of each switching Voronoi region is modeled by a multivariate Gaussian.
While the MLSE algorithm assumes the prior probabilities P d) of the transmitted symbols to be equal, the MAP algorithm is able to exploit the prior probabilities P d), if necessary, in order to enhance the quality of posterior probabilistic information on each individual transmitted symbol.
Steendam et al. [17] investigated the effects of carrier phase offsets on a low-density parity-check (LDPC) coded system, and then proposed a maximum likelihood (ML -based carrier phase synchronization algorithML -basedploits the posterior probabilities of the data symbols.
Posterior-Viterbi, exploits the posterior probabilities and at the same time preserves the grammatical constraint.
However, by reformulating the reliability problem to depend on a parameter and exploiting the regularity of the failure probability as a function of this parameter, it is shown that a substantial reduction of the computational efforts involved can be obtained.
We can address these inefficiencies of the original OSD by more carefully exploiting the properties of the joint probability of bit errors given by Lemma 1 and Theorem 1.
This finding is in agreement with Araújo, Davids, and Serpa (2005), who using a computer-simulated regatta demonstrated that expert sailors showed a higher probability of exploiting the available wind information.
During the statistical data processing, information on measurement uncertainty derived from the variance across technical replicates is exploited using the probability of positive log ratio (PPLR) statistic (Liu et al., 2006; Pearson et al., 2009) to score the differential abundance/expression of biomolecules across the biological conditions.
Designing a helper selection scheme including a priority differentiation phase and contention resolution phase to promptly select a unique optimal helper from all potential helpers with high probability for further exploiting the cooperation gain.
