A Novel Mutual Coupling ANN Model for MIMO Antennas With Physical Preprocessing

Mutual coupling model is crucial in designing multiple-input-multiple-output (MIMO) antennas since mutual coupling will degrade overall MIMO performance from distorted radiation patterns and reduced antenna efficiencies. Typically, full-wave simulations have to be employed, which is often time-consu...

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Veröffentlicht in:	IEEE antennas and wireless propagation letters 2024-01, Vol.23 (12), p.4523-4527
Hauptverfasser:	Jiang, Yutong, Yuan, Shuai S. A., Sha, Wei E. I.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Antenna arrays Antenna design Antenna radiation patterns Antennas Artificial neural network (ANN) Artificial neural networks capacity-aimed optimization Construction costs Couplings Covariance matrices Design optimization Exact solutions MIMO communication Modelling Mutual coupling nonuniform multiple-input–multiple-output (MIMO) antennas physical preprocessing Preprocessing Resource management Training
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