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MIMO-NOMA Uplink and Downlink With Simultaneous Generalized Triangular Decomposition and SIC
期刊文章

MIMO-NOMA Uplink and Downlink With Simultaneous Generalized Triangular Decomposition and SIC

Y.-C. Wu, Y.-C. Huang, C.-L. Wang 和 K.-D. Hsiao
IEEE Transactions on Wireless Communications, 卷.25, 頁碼.1349-1365
2026

摘要

generalized singular decomposition matrix decomposition Multiple input multiple output (MIMO) non-orthogonal multiple access Channel estimation Codes (symbols) Communication channels (information theory) Data streams Feedback control Mobile telecommunication systems Multiple access interference Signal processing Singular value decomposition Telecommunication repeaters Generalized singular decomposition Matrix decomposition Multiple access Multiple access systems Multiple input multiple output Multiple inputs Multiple outputs Non-orthogonal Non-orthogonal multiple access Singular decomposition MIMO systems
This paper revisits both the uplink and downlink two-user multiple-input multiple-output (MIMO) non-orthogonal multiple access (NOMA) systems. We present a novel concept of matrix decomposition called simultaneous generalized triangular decomposition (SGTD). The main idea is to simultaneously decompose two matrices into predetermined triangular forms while providing flexibility in designing the ratios of the diagonal elements. For uplink MIMO-NOMA, the proposed SGTD enables interference-free transmission between users by transforming MIMO channels into two triangular forms and successively decoding and canceling data streams. Unlike existing simultaneous diagonalization or triangularization approaches with fixed diagonal values, the proposed method provides flexibility in adjusting the diagonal elements of the triangular matrices. This adaptability makes it particularly advantageous for meeting specific design requirements, such as maximizing the weighted sum rate and ensuring stable transmission across each spatial stream. As an example, an optimized design is provided to maximize the weighted sum rate within the proposed framework. A similar approach is also proposed to develop a new precoding design for downlink MIMO-NOMA. Extensive simulations demonstrate that, for both uplink and downlink scenarios, the proposed scheme outperforms state-of-the-art MIMO-NOMA and orthogonal multiple access (OMA) systems. © 2002-2012 IEEE.

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