The optimization problem of sidelobe control for Collaborative Beamforming (CB) can improve energy efficiency and its transmission range in Wireless Sensor networks (WSNs). Traditional optimizttion methods have high c...
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In recent times, Autism is neuro-developmental-disorder categorized by discrepancies in social communication, verbal and non-verbal communication accompanied by partial interests as well as monotonous stereotypical be...
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Convolutional neural networks (CNNs) have achieved immense success in computer vision and other field of science. Despite the achievements, state-of-the-art CNN models have grown to gigantic sizes that demand a lot of...
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The impact of single-phase grounding faults in distribution networks on equipment and personal safety is becoming increasingly severe. However, due to the limited short-circuit current from distributed generation sour...
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This paper proposes a two-dimensional coordinate positioning system based on a V-shaped distributed antenna array. The system employs two low-cost dual-channel software-defined radio (SDR) platforms, where each SDR fu...
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We propose a novel cooperative dynamic game with the use of distributed optimization methods. Each coalition has an objective function and the goal of all the coalitions is to optimize the summation of their objective...
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We propose a novel cooperative dynamic game with the use of distributed optimization methods. Each coalition has an objective function and the goal of all the coalitions is to optimize the summation of their objectives given the interactions of their agents. The internal interactions are described by a multigraph but we will use directly a stochastic matrix to describe them while the external interactions are described by a hypergraph. The objective functions are quadratic and they encompass information for both types of interactions to highlight their importance in the outcome for the coalitions. The problem is formulated by means of distributed optimization where the actions of the agents at each iteration are the optimum solutions of the sequential optimization problem and the game is evolving by using a tilted matrix mechanism. We show that the optimization problem at each iteration can be solved in one step via a dual decomposition algorithm by exploiting the hypergraph stucture of the optimization problem. For the complete description of the dynamic game we propose a switched dynamical system and we demonstrate its convergence numerically. Copyright (c) 2024 The Authors. This is an open access article under the CC BY-NC-ND license (https://***/licenses/by-nc-nd/4.0/)
The proceedings contain 6 papers. The topics discussed include: Proteus: towards intent-driven automated resource management framework for edge sensor nodes;breaking the memory wall: a study of I/O patterns and GPU me...
ISBN:
(纸本)9798400706424
The proceedings contain 6 papers. The topics discussed include: Proteus: towards intent-driven automated resource management framework for edge sensor nodes;breaking the memory wall: a study of I/O patterns and GPU memory utilization for hybrid CPU-GPU offloaded optimizers;high-throughput computing: case study of medical image processing applications;GWLZ: a group-wise learning-based lossy compression framework for scientific data;towards efficient learning on the computing continuum: advancing dynamic adaptation of federated learning;and Hydra: brokering cloud and HPC resources to support the execution of heterogeneous workloads at scale.
As the development of wireless networks advances towards the deployment of 6G technology, ensuring robust security measures becomes crucial. In this paper, we propose 6G-SECUREIDS, a novel intrusion detection system d...
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In order to enhance the safe and stable operation capability of distribution networks with a large number of distributed power sources connected, research on differential protection for distribution networks is consta...
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Integrated circuits (ICs) are fundamental components in a wide range of applications, including consumer electronics, automotive systems, telecommunications, and medical devices, where their reliable performance is cr...
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