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IEEE Transactions on Power Electronics
Article . 2022 . Peer-reviewed
License: IEEE Copyright
Data sources: Crossref
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Parallel Sphere Decoding Algorithm for Long-Prediction-Horizon FCS-MPC

Authors: Eduardo Zafra; Sergio Vazquez; Carlos Regalo; Vicente Baena Lecuyer; Abraham Marquez Alcaide; Jose I. Leon; Leopoldo G. Franquelo;

Parallel Sphere Decoding Algorithm for Long-Prediction-Horizon FCS-MPC

Abstract

Research interest in finite control set model predictive control (FCS-MPC) for power conversion devices is growing in recent years. Particularly, long prediction horizon FCS-MPC provides promising results in recent research works. However, its practical implementation is not generally straightforward due to its inherently large computational burden. To overcome this obstacle, the problem can be formulated as a least-squares integer program. Sphere decoding algorithm (SDA) is a branch and bound algorithm proposed in previous works as an efficient approach to solve this problem. In these works, SDA is formulated as an iterative process where simultaneous search is not possible. A parallel and fully scalable SDA design is proposed in this paper. The design is implemented in the FPGA of a modern Field Programmable System on Chip (FPSoC) platform. Thanks to the proposed parallelization, the required execution time is greatly reduced. Experimental results prove the feasibility and performance improvements of the proposed implementation.

ECPE Joint Research Programme 2020/PC04

Ministerio de Universidades FPU18/02704

Related Organizations
Keywords

DC-AC power converter, Digital control, Predictive control

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
15
Top 10%
Top 10%
Top 10%
Green