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物联网的算法与分布式计算

Algorithm and Distributed Computing for the Internet of Things.

作者信息

Gómez-Pulido Juan A, Sá Silva Jorge, Hara Takahiro

机构信息

Department of Technologies of Computers and Communications, University of Extremadura, 10003 Caceres, Spain.

Department of Electrical and Computer Engineering, University of Coimbra, 3030-290 Coimbra, Portugal.

出版信息

Sensors (Basel). 2020 Aug 12;20(16):4513. doi: 10.3390/s20164513.

DOI:10.3390/s20164513
PMID:32806673
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7472263/
Abstract

The ongoing generalization of Internet of Things and its presence and application in multiple fields is generating a large amount of data that can be used to extract knowledge, among other purposes. In this context, algorithmic techniques and efficient computer systems provide an opportunity to successfully address efficient data processing and intelligent data analysis. As a result, multiple services can be improved, resources can be optimized and real-world problems of interest can be solved. This Special Issue on Algorithm and Distributed Computing for the Internet of Things gives the opportunity to know recent advances in the application of modern technologies hardware and software to the Internet of Things.

摘要

物联网的持续普及及其在多个领域的存在和应用正在产生大量可用于提取知识等目的的数据。在这种背景下,算法技术和高效的计算机系统为成功解决高效数据处理和智能数据分析提供了契机。因此,多种服务可以得到改进,资源可以得到优化,现实世界中人们感兴趣的问题也能够得到解决。本期关于物联网算法与分布式计算的特刊让我们有机会了解现代技术(硬件和软件)在物联网应用方面的最新进展。

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本文引用的文献

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Mapping Neural Networks to FPGA-Based IoT Devices for Ultra-Low Latency Processing.将神经网络映射到基于FPGA的物联网设备以进行超低延迟处理。
Sensors (Basel). 2019 Jul 5;19(13):2981. doi: 10.3390/s19132981.
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Pseudo-Random Encryption for Security Data Transmission in Wireless Sensor Networks.用于无线传感器网络中安全数据传输的伪随机加密
Sensors (Basel). 2019 May 29;19(11):2452. doi: 10.3390/s19112452.
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Coverage-Balancing User Selection in Mobile Crowd Sensing with Budget Constraint.预算约束下移动人群感知中的覆盖平衡用户选择
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Connected Vehicle as a Mobile Sensor for Real Time Queue Length at Signalized Intersections.联网车辆作为信号交叉口实时排队长度的移动传感器
Sensors (Basel). 2019 May 2;19(9):2059. doi: 10.3390/s19092059.
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Optimizing Movement for Maximizing Lifetime of Mobile Sensors for Covering Targets on a Line.优化移动以最大化移动传感器覆盖线上目标的寿命。
Sensors (Basel). 2019 Jan 11;19(2):273. doi: 10.3390/s19020273.
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An Optimized Probabilistic Delay Tolerant Network (DTN) Routing Protocol Based on Scheduling Mechanism for Internet of Things (IoT).基于调度机制的物联网优化概率容迟网络(DTN)路由协议。
Sensors (Basel). 2019 Jan 10;19(2):243. doi: 10.3390/s19020243.
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Wireless Charging Deployment in Sensor Networks.无线充电在传感器网络中的部署。
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Design and Analysis of a General Relay-Node Selection Mechanism on Intersection in Vehicular Networks.车载网络中交叉口通用中继节点选择机制的设计与分析。
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Natural Computing Applied to the Underground System: A Synergistic Approach for Smart Cities.自然计算在地下系统中的应用:智慧城市的协同方法。
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