Results 21 to 30 of about 12,316 (267)
Input and Output Quantized Feedback Linear Systems
IEEE Transactions on Automatic Control, 2010 Although there has been a lot of research on analysis and synthesis of quantized feedback control systems, most results are developed for the case of a single quantizer (either measurement quantization or control signal quantization). In this technical note, we investigate the case of feedback control systems subject to both input and output ...
Daniel Ferreira Coutinho +2 more
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Quantization of Continuous Input Variables for Binary Classification [PDF]
, 2000 Quantization of continuous variables is important in data analysis, especially for some model classes such as Bayesian networks and decision trees, which use discrete variables. Often, the discretization is based on the distribution of the input variables only whereas additional information, for example in form of class membership is frequently present
Michal Skubacz, Jaakko Hollmén
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IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 2020 Nonvolatile computing-in-memory (nvCIM) exhibits high potential for neuromorphic computing involving massive parallel computations and for achieving high energy efficiency.
Wei-Chen Wei +9 more
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Adaptive Output Feedback Control for Constrained Switched Systems with Input Quantization
Mathematics, 2023 This paper investigates adaptive output feedback control problem for switched uncertain nonlinear systems with input quantization, unmeasured system states and state constraints.
Shuyan Qi, Jun Zhao, Li Tang
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Robust Quantized Consensus of Discrete Multi-Agent Systems in the Input-to-State Sense
IEEE Access, 2019 In this paper, we consider the quantized consensus problem of multiple discrete-time integrator agents which suffer from additive noise. Due to the limited communication resources, each agent can only exchange quantized information of finite length with ...
Jiayu Chen, Qiang Ling
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Journal of Marine Science and Engineering, 2023 This paper is concerned with the trajectory tracking control of unmanned surface vehicles (USVs) subject to input quantization, actuator faults and dead zones.
Tao Jiang, Yan Yan, Shuang-He Yu
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Unmanned ship heading tracking control strategy with state quantization and input quantization
Zhongguo Jianchuan YanjiuObjectiveThis paper develops a heading tracking design strategy for unmanned ships with state quantization and input quantization in order to address the problem of limited communication at sea for unmanned ships on the water surface.Methods First, a ...
Wei LI, Yu WANG, Jun NING, Zhihui LI
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IEEE Access, 2018 In this paper, a quantized adaptive decentralized output feedback control is proposed for a class of interconnected nonlinear systems with quantized input and possible number of hysteretic actuators failure up to infinity.
Wakeel Khan +4 more
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Adaptive Distributed Heterogeneous Formation Control for UAV-USVs with Input Quantization
Journal of Marine Science and EngineeringThis paper investigates the cooperative formation trajectory tracking problem for heterogeneous unmanned aerial vehicle (UAV) and multiple unmanned surface vessel (USV) systems with input quantization performance.
Jun Ning +4 more
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Sequential Characteristics Based Operators Disassembly Quantization Method for LSTM Layers
Applied Sciences, 2022 Embedded computing platforms such as neural network accelerators deploying neural network models need to quantize the values into low-bit integers through quantization operations.
Yuejiao Wang, Zhong Ma, Zunming Yang
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