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Vehicle Platooning System with Tensor-based Space-Time Coding Schemes

Bárbara Oliveira, Michel dos Santos, Walter da Cruz Freitas Jr.
PlatooningTSTKRSTKronST

Resumo

In this article, we discuss the platooning system and propose models for its implementation based on multilinear algebra. It is investigated a model with Khatri-Rao Space-Time (KRST) coding and another model that combine a Tensor Space-Time (TST) and Kronecker Space-Time (KronST) codings, using Parallel Factor Analysis (PARAFAC) and Tucker decompositions. A performance analysis is carried out to illustrate and compare the efficiency of the presented algorithms.