Guidance and control of multiple unmanned surface vehicles (Multi-USVs) present many challenges due to their under-actuation and the unknown environmental disturbance. This research addresses the formation guidance and control problems of multi-USVs by designing a global fixed-time constrained guidance and control formation approach. First, a global fixed-time control Lyapunov function (GFCLF) is proposed using an innovative shift function to deal with the fixed-time output partial constraint. Subsequently, a fixed-time asymmetric position-constrained guidance algorithm for multi-USVs formation is designed by combining the line-of-sight guidance principle, the leader-follower structure, and the suggested GFCLF. Second, a global fixed-time prescribed performance function (GFPPF) is designed to solve the global tracking error performance constraint problem. Then, global fixed-time adaptive fuzzy prescribed performance control laws are developed to achieve the tracking control for the multi-USVs formation task, in which a fixed-time adaptive fuzzy logic system is designed to approximate the unknown disturbance of USVs. Furthermore, the closed-loop control system stability analysis is proven to support that all tracking error signals are bounded in a fixed time. Finally, simulations and comparative cases using the physical USV model are studied to demonstrate the practicality and superiority of theoretical results.
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http://dx.doi.org/10.1016/j.isatra.2025.02.034 | DOI Listing |
ISA Trans
March 2025
School of Automation, Harbin University of Science and Technology, 150080, Harbin, China. Electronic address:
Guidance and control of multiple unmanned surface vehicles (Multi-USVs) present many challenges due to their under-actuation and the unknown environmental disturbance. This research addresses the formation guidance and control problems of multi-USVs by designing a global fixed-time constrained guidance and control formation approach. First, a global fixed-time control Lyapunov function (GFCLF) is proposed using an innovative shift function to deal with the fixed-time output partial constraint.
View Article and Find Full Text PDFThe time-varying Lyapunov equation (TVLE) plays a crucial role in control design and system stability. However, there has been limited research conducted on the time-varying generalized Lyapunov equation in the quaternion field. To tackle the time-varying quaternion generalized Lyapunov equation, a nonlinear noise-resistant zeroing neural network (NNR-ZNN) model with a novel power activation function (NPAF) is devised.
View Article and Find Full Text PDFIEEE Trans Cybern
February 2025
This study investigates the semi-global fixed-time stability (SGFTS) and global fixed-time stability (GFTS) of nonlinear impulsive systems (NISs). A key challenge in analyzing the SGFTS of such systems lies in the evolving integration methods caused by the impulses. To address this, we dynamically partition the semi-global attraction set (SGAS) and solve the corresponding differential equations within each subset.
View Article and Find Full Text PDFIEEE Trans Neural Netw Learn Syst
January 2025
Spiking neural networks (SNNs) are well suited for resource-constrained applications as they do not need expensive multipliers. In a typical rate-encoded SNN, a series of binary spikes within a globally fixed time window is used to fire the neurons. The time window size is also the latency of the network in performing a single inference, as well as determining the overall energy efficiency of the model.
View Article and Find Full Text PDFJ Clin Oncol
January 2025
Department of Cancer Medicine, Gustave Roussy, Villejuif, France.
Immune checkpoint blockers (ICBs) have revolutionized the treatment of non-small cell lung cancer (NSCLC). Currently, one-dose-fits-all maximalist regimens have been considered the standard of care, with ICBs administered at flat doses regardless of patients' weight. Treatment duration with ICBs is often arbitrary across stages, ranging from a fixed time point to until disease progression or unacceptable toxicity.
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