Výsledky vyhledávání - two-layer resource allocation algorithm*

Large Scale Resource Allocation for the Internet of Things Network Based on ADMM Autor He, Yanhua, Zhang, Sunxuan, Tang, Liangrui, Ren, Yun

“…Large scale deployment of Internet of Things (IoT) devices poses challenges in resource allocation…”
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Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning Autor Wu, Wen, Chen, Nan, Zhou, Conghao, Li, Mushu, Shen, Xuemin, Zhuang, Weihua, Li, Xu

“… A dynamic RAN slicing framework is presented to dynamically allocate radio spectrum and computing resource, and distribute computation workloads for the slices…”
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Deep Reinforcement Learning Based Resource Allocation in Delay-Tolerance-Aware 5G Industrial IoT Systems Autor Wang, Heng, Bai, Yixuan, Xie, Xin

“…) is studied, and a two-layer structure resource allocation algorithm based on deep reinforcement learning (DRL) is proposed…”
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On the Energy Efficiency-Spectral Efficiency Tradeoff in MIMO-OFDMA Broadcast Channels Autor Jie Tang, So, Daniel K. C., Alsusa, Emad, Hamdi, Khairi Ashour, Shojaeifard, Arman

“… As a result, we propose an algorithm that decouples the multicarrier EE optimization problem to a set of single-carrier EE optimization problems…”
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Energy efficiency in heterogeneous networks Autor Jie Tang, So, Daniel K. C., Alsusa, Emad, Hamdi, Khairi, Shojaeifard, Arman

“… The EE resource allocation problem under consideration is a mixed combinatorial and non-convex optimization problem, which is extremely…”
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A Distributed Underwater Multi-Target Tracking Algorithm Based on Two-Layer Particle Filter Autor Kou, Kunhu, Li, Bochen, Ding, Lu, Song, Lei

“… tracking algorithm based on a two-layer particle filter with distributed probability fusion (TLPF-DPF) are proposed…”
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Heterogeneous RAN slicing resource allocation using mathematical program with equilibrium constraints Autor Ma, Tengteng, Zhang, Yong, Han, Zhu, Li, Chen

“…‐layer resource allocation architecture in a heterogeneous radio access network (RAN) is proposed and it is formulated as a mathematical program with equilibrium constraints (MPEC…”
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Priority-Based Load Balancing With Multiagent Deep Reinforcement Learning for Space-Air-Ground Integrated Network Slicing Autor Tu, Haiyan, Bellavista, Paolo, Zhao, Liqiang, Zheng, Gan, Liang, Kai, Wong, Kai-Kit

“…Space-air-ground integrated network (SAGIN) slicing has been studied for supporting diverse applications, which consists of the terrestrial layer (TL) deployed…”
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Research on 5G Network Slicing Algorithm Based on the Smart Grid Autor Teng, Wanyi, Yang, Xu

“…). It is divided into two layers, which are the user layer and the slice allocation layer. By adopting different resource allocation methods to better meet the service…”
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Stackelberg Game Based Resource Allocation Algorithm for Federated Learning in MEC Systems Autor Tang, Xiongyan, Wang, Yue, Huang, Rong, Chen, Gao, Wang, Liwen

“… We model the resource allocation of the MEC server and EDs as a two-layer Stackelberg game model and design two-layer utility functions…”
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Resource Allocation for Energy Efficiency Optimization in Heterogeneous Networks Autor Tang, Jie, So, Daniel K. C., Alsusa, Emad, Hamdi, Khairi Ashour, Shojaeifard, Arman

“… The EE resource allocation problem under consideration is a mixed combinatorial and non-convex optimization problem, which is extremely…”
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Energy Efficiency and Spectral Efficiency Trade-Off in MIMO Broadcast Channels Autor Jie Tang, So, Daniel K. C., Alsusa, Emad, Hamdi, Khairi, Shojaeifard, Arman

“…Spectral efficiency (SE) and energy efficiency (EE) are the main performance metrics for designing green radio (GR) networks; however they are conflicting…”
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ADN source-load-storage cooperative two-layer optimal allocation based on ICSQPSO algorithm Autor Li, Xiaobang, Zhang, Kang, Zhao, Liying, Zhu, Liying, Lu, Zongqiang

“… These factors pose significant challenges to ADN resource allocation and operation regulation…”
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Spectral clustering-based energy-efficient resource allocation algorithm in heterogeneous cellular ultra-dense network Autor Xue WANG, Jing LIU, Jiani SUN, Jizhen ZHANG, Zhihong QIAN

“…In order to solve problems of high power consumption, spectrum shortage and low energy efficiency in the ultra-intensive 5G mobile communication scenario, a resource allocation algorithm based…”
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Spectral clustering-based energy-efficient resource allocation algorithm in heterogeneous cellular ultra-dense network Autor Xue WANG, Jing LIU, Jiani SUN, Jizhen ZHANG, Zhihong QIAN

“…In order to solve problems of high power consumption, spectrum shortage and low energy efficiency in the ultra-intensive 5G mobile communication scenario, a resource allocation algorithm based…”
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Joint Offloading Scheduling and Resource Allocation in Vehicular Edge Computing: A Two Layer Solution Autor Gao, Jian, Kuang, Zhufang, Gao, Jie, Zhao, Lian

“… The problem of joint task offloading scheduling and resource allocation in VEC is a challenge issue…”
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Two-Layered Superposition of Broadcast/Multicast and Unicast Signals in Multiuser OFDMA Systems Autor Vargas, David, Kim, Yong Jin Daniel

“… In the literature and industry, the two-layer superposition is often considered as a pragmatic approach to make a compromise between the simple but suboptimal orthogonal multiplexing (OM…”
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Coexisting Passive RIS and Active Relay Assisted NOMA Systems Autor Huang, Ao, Guo, Li, Mu, Xidong, Dong, Chao, Liu, Yuanwei

“…) programming, respectively. Then, a two-layer penalty…”
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Dynamic resource allocation to improve emergency department efficiency in real time Autor Luscombe, Ruth, Kozan, Erhan

“…; patient-bed assignment and task-resource allocation.•A dynamic algorithm is developed to generate fast solutions for the real-time environment…”
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Towards Intelligent Edge Sensing for ISCC Network: Joint Multi-Tier DNN Partitioning and Beamforming Design Autor Liu, Peng, Fei, Zesong, Wang, Xinyi, Li, Xiaoyang, Yuan, Weijie, Li, Yuanhao, Hu, Cheng, Niyato, Dusit

“…The combination of Integrated Sensing and Communication (ISAC) and Mobile Edge Computing (MEC) enables devices to simultaneously sense the environment and…”
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