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Non-iterative solution for PARAFAC with a Toeplitz matrix factor

Non-iterative solution for PARAFAC with a Toeplitz matrix factor

Recently, tensor signal processing has received an increased attention, particularly in the context of wireless communication applications. The so-called PARAllel FACtor (PARAFAC) decomposition is certainly the most used tensor tool. In general, the parameter estimation of a PARAFAC decomposition is carried out by means of the iterative ALS algorithm, which …