WSEE Optimization Using Asynchronous ADMM for Massive MIMO Two-Way Relaying
We decentrally optimize the weighted sum energy efficiency (WSEE) of a multi-pair two-way half-duplex massive multi-input multi-output relaying. We use asynchronous alternating direction method of multipliers (aADMM) optimization approach, which is robust to node delays and failures. We analytically...
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Veröffentlicht in: | IEEE communications letters 2020-10, Vol.24 (10), p.2255-2259 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We decentrally optimize the weighted sum energy efficiency (WSEE) of a multi-pair two-way half-duplex massive multi-input multi-output relaying. We use asynchronous alternating direction method of multipliers (aADMM) optimization approach, which is robust to node delays and failures. We analytically prove its convergence under a bounded delay assumption. We numerically show that the proposed aADMM approach yields similar WSEE and improved computational efficiency than its synchronous counterpart. |
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ISSN: | 1089-7798 1558-2558 |
DOI: | 10.1109/LCOMM.2020.3002551 |