Computationally Efficient Sphere Decoding Algorithm Based on Artificial Neural Networks for Long-Horizon FCS-MPC

Successful application of finite control set model predictive control strategies with long prediction horizon depends on the careful design of the optimization algorithm. The conventional method involves transforming the problem to an equivalent box-constrained integer least-squares formulation that...

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Vydáno v:	IEEE transactions on industrial electronics (1982) Ročník 71; číslo 1; s. 39 - 48
Hlavní autoři:	Zafra, Eduardo, Granado, Joaquin, Lecuyer, Vicente Baena, Vazquez, Sergio, Alcaide, Abraham M., Leon, Jose I., Franquelo, Leopoldo G.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.01.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Artificial neural networks Branch and bound methods Capacitors Control systems DC–AC power conversion Decoding Design optimization MIMO communication neural network applications Prediction algorithms Predictive control Switches
ISSN:	0278-0046, 1557-9948
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