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Mechanisms for Distributed Data Fusion and Reasoning in Wireless Sensor Networks

机译：无线传感器网络中的分布式数据融合和推理机制

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摘要

Decision making in decentralized and dynamic environments is challenging due to the continuous changes in the network topology and the absence of specific nodes that are responsible to take decisions. These challenges are increased in case of sensor networks deployments. In this paper, a novel approach is presented for realizing distributed data fusion and reasoning in wireless sensor networks. The approach is based on the storage and retrieval of data in stable overlay networks that the physical network topology and the design of proper mechanisms for the semantic annotation of the available information in order to be used in the decision making process.

机译：由于网络拓扑结构的不断变化以及缺少负责决策的特定节点，因此在分散和动态环境中进行决策具有挑战性。在传感器网络部署的情况下，这些挑战将更加严峻。在本文中，提出了一种在无线传感器网络中实现分布式数据融合和推理的新颖方法。该方法基于稳定覆盖网络中的数据存储和检索，该物理网络拓扑是物理的网络拓扑结构，以及用于可用信息的语义注释的适当机制的设计，以便在决策过程中使用。

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来源
《Energy-aware communications》|2011年|p.221-224|共4页
会议地点 Dresden(DE);Dresden(DE)
作者
Ioannis Papaioannou; Periklis Stavrou; Anastasios Zafeiropoulos; Dimitrios-Emmanuel Spanos; Stamatios Arkoulis; Nikolas Mitrou;
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作者单位

Research and Academic Computer Technology Institute, N. Kazantzaki Str., Rio, Patras, Greece;

National Technical University of Athens, Heroon Polytexneiou, 15773, Zografou, Greece;

National Technical University of Athens, Heroon Polytexneiou, 15773, Zografou, Greece;

National Technical University of Athens, Heroon Polytexneiou, 15773, Zografou, Greece;

National Technical University of Athens, Heroon Polytexneiou, 15773, Zografou, Greece;

National Technical University of Athens, Heroon Polytexneiou, 15773, Zografou, Greece;

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原文格式 PDF
正文语种 eng
中图分类通信;计算机网络;
关键词
distributed reasoning; data fusion; p2p networks; overlay networks;

机译：分布式推理；数据融合； p2p网络；覆盖网络;

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1. Green multimedia wireless sensor networks: distributed intelligent data fusion, in-network processing, and optimized resource management [J] . Baccarelli E., Chiti F., Cordeschi N., Wireless Communications, IEEE . 2014,第4期

机译：绿色多媒体无线传感器网络：分布式智能数据融合，网络内处理和优化的资源管理
2. Performance Analysis of Distributed Estimation for Data Fusion Using a Statistical Approach in Smart Grid Noisy Wireless Sensor Networks [J] . Nature reviews Cancer . 2020,第2期

机译：智能电网噪声无线传感器网络统计方法数据融合分布式估计的性能分析
3. Task-oriented distributed data fusion in autonomous wireless sensor networks [J] . He Hongmei, Zhu Zhenhuan, Makinen Erkki Soft computing: A fusion of foundations, methodologies and applications . 2015,第8期

机译：自主无线传感器网络中面向任务的分布式数据融合
4. Mechanisms for Distributed Data Fusion and Reasoning in Wireless Sensor Networks [C] . Ioannis Papaioannou, Periklis Stavrou, Anastasios Zafeiropoulos, International Workshop on Energy-Aware Communications . 2011

机译：无线传感器网络中分布式数据融合和推理的机制
5. Energy efficient distributed data fusion in multihop wireless sensor networks. [D] . Huang, Yi. 2010

机译：多跳无线传感器网络中的节能分布式数据融合。
6. Performance Analysis of Distributed Estimation for Data Fusion Using a Statistical Approach in Smart Grid Noisy Wireless Sensor Networks [O] . Chatura Seneviratne, Patikiri Arachchige Don Shehan Nilmantha Wijesekara, Henry Leung 2020

机译：智能电网噪声无线传感器网络中基于统计方法的数据融合分布式估计性能分析
7. Performance Analysis of Distributed Estimation for Data Fusion Using a Statistical Approach in Smart Grid Noisy Wireless Sensor Networks [O] . Chatura Seneviratne, Patikiri Arachchige Don Shehan Nilmantha Wijesekara, Henry Leung 2020

机译：智能电网噪声无线传感器网络统计方法数据融合分布式估计的性能分析

Mechanisms for Distributed Data Fusion and Reasoning in Wireless Sensor Networks

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