Joumana Farah

Variational Bayesian Tensor Decomposition With Discrete Mixture Prior for Unsourced Random Access

Tensor-based modulation (TBM) schemes are a promising approach for unsourced random access (URA), where user separation relies on decomposing the received signal tensor via the canonical polyadic decomposition (CPD), typically computed with alternating least squares (ALS). Standard ALS, however, treats the factor matri...