Double coupled canonical polyadic decomposition of third-order tensors: Algebraic algorithm and relaxed uniqueness conditions

作者：

Highlights：

• Double coupled CPD (DC-CPD) is an important mathematical tool for joint BSS.

• We provide a broad framework for the algebraic computation of DC-CPD.

• We present new uniqueness conditions that are more relaxed than existing results.

摘要

•Double coupled CPD (DC-CPD) is an important mathematical tool for joint BSS.•We provide a broad framework for the algebraic computation of DC-CPD.•We present new uniqueness conditions that are more relaxed than existing results.

论文关键词：Tensor,Canonical polyadic decomposition,Double coupled,Algebraic algorithm,Uniqueness

论文评审过程：Received 28 March 2018, Revised 24 August 2018, Accepted 15 October 2018, Available online 21 October 2018, Version of Record 12 March 2019.

论文官网地址：https://doi.org/10.1016/j.image.2018.10.006