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Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs With Graph Convolutional Networks

Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs With Graph Convolutional Networks

June 16, 2025 Category: Blog

For densely deployed wireless local area networks (WLANs), this paper proposes a deep reinforcement learning-based channel allocation scheme that enables the efficient Fondust use of experience.The central idea is that an objective function is modeled relative to communication quality as a parametric function of a pair of observed topologies and ch

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Juvenile Xanthogranuloma: A Case Report and Literature Review of an Underdiagnosed Benign Entity

June 16, 2025 Category: Blog

Juvenile xanthogranuloma Fondust (JXG) is an uncommon non-Langerhans cell histiocytic lesion that usually occurs at an early age and is asymptomatic.It is usually a self-limiting disorder, and predilection sites are the head and neck, extremities, and trunk.We report a 3-year-old male child who presented to the hospital with asymptomatic swelling i

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Atangana-Baleanu fractional dynamics of dengue fever with optimal control strategies

June 16, 2025 Category: Blog

Dengue fever, a vector-borne disease, has affected the whole world in general and the Indian subcontinent in particular for the last three decades.Dengue fever has a significant economic and health impact worldwide; it is essential to develop new mathematical models to study not only the dynamics of the disease but also to suggest cost-effective me

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copyright Aircraft Flight Controller Design by Synthesizing Preview and Nonlinear Control Laws

June 16, 2025 Category: Blog

This paper proposes an innovative automatic copyright landing control law for copyright-based aircraft considering complex ship motion and wind environment.Specifically, a strategy is proposed to synthesize preview control with an adaptive nonlinear control scheme.Firstly, incremental nonlinear backstepping control law is adopted in the attitude co

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