Hierarchical Controller Synthesis Under Linear Temporal Logic Specifications Using Dynamic Quantization
Sign Up to like & getrecommendations! Published in 2024 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2024.124473
Abstract: Linear temporal logic (LTL) is an intuitive and expressive language to specify complex control tasks, and how to design an efficient control strategy for LTL specification is still a challenge. In this paper, we implement… read more here.
Keywords: control; quantization; dynamic quantization; controller ... See more keywords
Decentralized Sensor Scheduling, Bandwidth Allocation, and Dynamic Quantization for FL Under Hybrid Data Partitioning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3177449
Abstract: Considering the wide application of multiple types of sensors with diversified data sensing and collection capabilities, we focus on the resulting hybrid data partitioning among the local data set distributed at the edge sensors, especially… read more here.
Keywords: hybrid data; dynamic quantization; data partitioning; allocation dynamic ... See more keywords
Recursive Unscented Kalman Filtering for Power Distribution Networks Under Hybrid Attacks: Tackling Dynamic Quantization Effects
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3610070
Abstract: This article investigates the state estimation problem for power distribution networks (PDNs) subject to dynamic quantization effects and hybrid cyberattacks, where measurement signals are transmitted from sensors to a remote filter via open digital communication… read more here.
Keywords: quantization effects; quantization; dynamic quantization; power distribution ... See more keywords
Wireless Federated Learning With Dynamic Quantization and Bandwidth Adaptation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2022.3202645
Abstract: Quantization has been increasingly proposed in wireless federated learning (FL) to compress transmission data, which therefore significantly reduces the training latency. In this letter, we further reduce the training latency by introducing dynamic quantization and… read more here.
Keywords: dynamic quantization; wireless federated; federated learning; quantization ... See more keywords
Dynamic Quantization Driven Synchronization of Networked Systems Under Event-Triggered Mechanism
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2021.3134989
Abstract: This paper focuses on the synchronization control issue of networked systems. Due to the imperfect network environment, continuous or precise transmission is impractical, and intermittent communication scheme under state quantization needs to be considered. First,… read more here.
Keywords: dynamic quantization; networked systems; event; quantization ... See more keywords
Finite-time H∞ dynamic quantization inputs control for uncertain switched systems
Sign Up to like & getrecommendations! Published in 2021 at "Transactions of the Institute of Measurement and Control"
DOI: 10.1177/0142331220933424
Abstract: This paper investigates the problem of finite-time stability and finite-time H ∞ stabilization for switched systems with parametric uncertainties and nonlinear disturbances satisfying Lipschitz condition. The dynamic quantization inputs feedback control technology is proposed to… read more here.
Keywords: dynamic quantization; finite time; control; time ... See more keywords
Sliding Mode Control of Uncertain Switched Systems via Length-Limited Coding Dynamic Quantization
Sign Up to like & getrecommendations! Published in 2024 at "Mathematics"
DOI: 10.3390/math12233749
Abstract: This paper designs an online adjustment strategy for dynamic quantizer parameters and investigates the sliding mode control (SMC) problem for uncertain switched systems under a limited network communication bandwidth. Due to the limitation of the… read more here.
Keywords: quantization; uncertain switched; dynamic quantization; switched systems ... See more keywords