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Design of Building Monitoring Systems Based on Wireless Sensor Networks 被引量:2
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作者 Qifen Dong Li Yu +2 位作者 Huanjia Lu Zhen Hong Yourong Chen 《Wireless Sensor Network》 2010年第9期703-709,共7页
Wireless Sensor Network provides a potential technique for monitoring the indoor environment. This paper presents a Building Monitoring system based on Wireless Sensor Networks. A clustering-based network specified fo... Wireless Sensor Network provides a potential technique for monitoring the indoor environment. This paper presents a Building Monitoring system based on Wireless Sensor Networks. A clustering-based network specified for building monitoring is proposed, which is inspired by LEACH (Low Energy Adaptive Cluster Hierarchy) method. Further, two key ideas are used to implement the clustering-based network. First, the configuration module of building management software is used to conduct all nodes in a room forming a local cluster. This cluster formation method does not consume node energy. Second, because cluster-heads cannot directly transmit packets to the sink node due to limited wireless communication range, the cluster-head communications are represented by a multi-hop tree rooted at the sink node. The experiment has been made to demonstrate the feasibility of the proposed results. 展开更多
关键词 wireless SENSOR networkS BUILDING monitoring LEACH CLUSTER
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Power Line Monitoring Data Transmission Using Wireless Sensor Network 被引量:4
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作者 Lifen Li Huaiyu Zhao 《Journal of Power and Energy Engineering》 2015年第8期83-88,共6页
The WSN used in power line monitoring is long chain structure, and the bottleneck near the Sink node is more obvious. In view of this, A Sink nodes’ cooperation mechanism is presented. The Sink nodes from different W... The WSN used in power line monitoring is long chain structure, and the bottleneck near the Sink node is more obvious. In view of this, A Sink nodes’ cooperation mechanism is presented. The Sink nodes from different WSNs are adjacently deployed. Adopting multimode and spatial multiplexing network technology, the network is constructed into multi-mode-level to achieve different levels of data streaming. The network loads are shunted and the network resources are rationally utilized. Through the multi-sink nodes cooperation, the bottlenecks at the Sink node and its near several jump nodes are solved and process the competition of communication between nodes by channel adjustment. Finally, the paper analyzed the method and provided simulation experiment results. Simulation results show that the method can solve the funnel effect of the sink node, and get a good QoS. 展开更多
关键词 wireless Sensor network (WSN) Power Line monitoring Data TRANSMISSION MULTIMODE network
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Wildfire Monitoring and Detection System Using Wireless Sensor Network: A Case Study of Tanzania 被引量:1
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作者 Albert S. Lutakamale Shubi Kaijage 《Wireless Sensor Network》 2017年第8期274-289,共16页
This paper proposes a wildfire monitoring and detection system based on wireless sensor network. This system detects fire by monitoring surrounding temperature, humidity and smoke. Once fire is detected, a warning mes... This paper proposes a wildfire monitoring and detection system based on wireless sensor network. This system detects fire by monitoring surrounding temperature, humidity and smoke. Once fire is detected, a warning message containing probable location of that fire is immediately sent to the responsible authority over cellular network. In order for the system to be more effective, communities living near forests or national parks can send warning messages through the same system to the responsible authority using their mobile handsets once they witness wildfire or illegal activities. For the system to be fully functional, the only requirement is the availability of cellular network coverage in forests or national parks to enable short message services to take place. The system prototype is developed using Arduino microcontroller, several sensors to detect temperature, relative humidity and smoke as well as wireless network connection modules. At the control center Telerivet messaging platform is used to design the messaging service. The experimental results justify the capability of the proposed system in detecting wildfire in real time. 展开更多
关键词 WILDFIRE monitoring Detection wireless Sensor network FORESTS Cellular network COVERAGE Telerivet
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Inter-Data Commonality Detection for Spectrum Monitoring in Wireless Sensor Networks
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作者 Zhijuan Hu Danyang Wang +1 位作者 Chenxi Li Tingting Wang 《China Communications》 SCIE CSCD 2020年第2期54-65,共12页
Cooperative spectrum monitoring with multiple sensors has been deemed as an efficient mechanism for improving the monitoring accuracy and enlarging the monitoring area in wireless sensor networks.However,there exists ... Cooperative spectrum monitoring with multiple sensors has been deemed as an efficient mechanism for improving the monitoring accuracy and enlarging the monitoring area in wireless sensor networks.However,there exists redundancy among the spectrum data collected by a sensor node within a data collection period,which may reduce the data uploading efficiency.In this paper,we investigate the inter-data commonality detection which describes how much two data have in common.We define common segment set and divide it into six categories firstly,then a method to measure a common segment set is conducted by extracting commonality between two files.Moreover,the existing algorithms fail in finding a good common segment set,so Common Data Measurement(CDM)algorithm that can identify a good common segment set based on inter-data commonality detection is proposed.Theoretical analysis proves that CDM algorithm achieves a good measurement for the commonality between two strings.In addition,we conduct an synthetic dataset which are produced randomly.Numerical results shows that CDM algorithm can get better performance in measuring commonality between two binary files compared with Greedy-String-Tiling(GST)algorithm and simple greedy algorithm. 展开更多
关键词 spectrum monitoring wireless sensor network inter-data commonality detection MEASUREMENT CDM algorithm
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Development and Field Evaluation of a Low-Cost Wireless Sensor Network System for Hydrological Monitoring of a Small Agricultural Watershed 被引量:1
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作者 Kishor Panjabi Ramesh Rudra +4 位作者 Stefano Gregori Pradeep Goel Prasad Daggupati Rituraj Shukla Balew Mekonnen 《Open Journal of Civil Engineering》 2018年第2期166-182,共17页
Hydrological monitoring and real-time access to data are valuable for hydrological research and water resources management. In the recent decades, rapid developments in digital technology, micro-electromechanical syst... Hydrological monitoring and real-time access to data are valuable for hydrological research and water resources management. In the recent decades, rapid developments in digital technology, micro-electromechanical systems, low power micro-sensing technologies and improved industrial manufacturing processes have resulted in retrieving real-time data through Wireless Sensor Networks (WSNs) systems. In this study, a remotely operated low-cost and robust WSN system was developed to monitor and collect real-time hydrologic data from a small agricultural watershed in harsh weather conditions and upland rolling topography of Southern Ontario, Canada. The WSN system was assembled using off-the-shelf hardware components, and an open source operating system was used to minimize the cost. The developed system was rigorously tested in the laboratory and the field and found to be accurate and reliable for monitoring climatic and hydrologic parameters. The soil moisture and runoff data for 7 springs, 19 summer, and 19 fall season rainfall events over the period of more than two years were successfully collected in a small experimental agricultural watershed situated near Elora, Ontario, Canada. The developed WSN system can be readily extended for the purpose of most hydrological monitoring applications, although it was explicitly tailored for a project focused on mapping the Variable Source Areas (VSAs) in a small agricultural watershed. 展开更多
关键词 wireless Sensor network LOW-COST HYDROLOGICAL monitoring Real-Time Data COLLECTION AGRICULTURAL WATERSHED
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Wireless Sensor Network for Monitoring Maturity Stage of Fruit
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作者 M. Krairiksh J. Varith A. Kanjanavapastit 《Wireless Sensor Network》 2011年第9期318-321,共4页
In this letter, we present a wireless sensor network for monitoring the maturity stage of fruit. A dual-polari- zation coupled patch sensor, which is robust to environmental changes, was designed to operate at 2.45 GH... In this letter, we present a wireless sensor network for monitoring the maturity stage of fruit. A dual-polari- zation coupled patch sensor, which is robust to environmental changes, was designed to operate at 2.45 GHz. It was attached to a Durian fruit for a period of days to measure the magnitude of mutual coupling corresponding mainly to the starch concentration of its pulp. Signal was transmitted from a sensor node, via tree nodes, to a master node that displays the variations occurring in the period. The maximum mutual coupling occurred at the maturity stage of 60% whereas the minimum occurred at 70%. These results demonstrate that this wireless sensor network can enable fruit growers to harvest their Durians at an appropriate time, providing a reliable quality control for export. 展开更多
关键词 FRUIT SENSOR MATURITY Stage monitorING wireless SENSOR network Pre-Harvest Control
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A LOCAL DYNAMIC CLUSTER SELF-ORGANIZATION ALGORITHM IN WIRELESS SENSOR NETWORKS FOR RAINFALL MONITORING
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作者 Wang Huibin Xu Lizhong +2 位作者 Xiao Xianjian Fan Tanghuai Xu Feng 《Journal of Electronics(China)》 2010年第2期279-288,共10页
Wireless Sensor Networks for Rainfall Monitoring (RM-WSNs) is a sensor network for the large-scale regional and moving rainfall monitoring,which could be controlled deployment. Delivery delay and cross-cluster calcula... Wireless Sensor Networks for Rainfall Monitoring (RM-WSNs) is a sensor network for the large-scale regional and moving rainfall monitoring,which could be controlled deployment. Delivery delay and cross-cluster calculation leads to information inaccuracy by the existing dynamic collabo-rative self-organization algorithm in WSNs. In this letter,a Local Dynamic Cluster Self-organization algorithm (LDCS) is proposed for the large-scale regional and moving target monitoring in RM-WSNs. The algorithm utilizes the resource-rich node in WSNs as the cluster head,which processes target information obtained by sensor nodes in cluster. The cluster head shifts with the target moving in chance and re-groups a new cluster. The target information acquisition is limited in the dynamic cluster,which can reduce information across-clusters transfer delay and improve the real-time of information acquisition. The simulation results show that,LDCS can not only relieve the problem of "too frequent leader switches" in IDSQ,also make full use of the history monitoring information of target and con-tinuous monitoring of sensor nodes that failed in DCS. 展开更多
关键词 wireless Sensor networks (WSNs) Rainfall monitoring (RM) SELF-ORGANIZATION Local dynamic cluster
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A Novel Outage Capacity Objective Function for Optimal Performance Monitoring and Predictive Fault Detection in Hybrid Free-Space Optical and RF Wireless Networks
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作者 Barnet M. Schmidt 《Communications and Network》 2013年第4期305-315,共11页
This study develops an optimal performance monitoring metric for a hybrid free space optical and radio wireless network, the Outage Capacity Objective Function. The objective function—the dependence of hybrid channel... This study develops an optimal performance monitoring metric for a hybrid free space optical and radio wireless network, the Outage Capacity Objective Function. The objective function—the dependence of hybrid channel outage capacity upon the error rate, jointly quantifies the effects of atmospheric optical impairments on the performance of the free space optical segment as well as the effect of RF channel impairments on the radio frequency segment. The objective function is developed from the basic information-theoretic capacity of the optical and radio channels using the gamma-gamma model for optical fading and Ricean statistics for the radio channel fading. A simulation is performed by using the hybrid network. The objective function is shown to provide significantly improved sensitivity to degrading performance trends and supports of proactive link failure prediction and mitigation when compared to current thresholding techniques for signal quality metrics. 展开更多
关键词 FREE-SPACE OPTICAL networkS OUTAGE Capacity HYBRID networkS Performance monitoring Fault MANAGEMENT MIMO wireless networkS network MANAGEMENT
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Environmental Monitoring in Museums Based on Wireless Sensor Network via Cell Phone
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作者 Laura Margarita Rodriguez Peralta Andrea Maria Mendes Abreu Lina Maria Pestana Leao de Brito 《通讯和计算机(中英文版)》 2014年第2期194-202,共9页
关键词 无线传感器网络 环境监测 博物馆 手机 连续监测 测量设备 应用程序 结构健康
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Concept for Floating and Submersible Wireless Sensor Network for Water Basin Monitoring
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作者 Marco Allegretti 《Wireless Sensor Network》 2014年第6期104-108,共5页
It will show the feasibility of a Wireless Sensor Network (WSN) devoted to monitoring water basin, river, lake, and sea both on the surface and in depth. The swarm of floating probes can be programmed to periodically ... It will show the feasibility of a Wireless Sensor Network (WSN) devoted to monitoring water basin, river, lake, and sea both on the surface and in depth. The swarm of floating probes can be programmed to periodically sink some tens of meters below the surface, collecting data, characterizing water properties and then coming to the surface again. The life span of the probes may be assured by an on-board power supply or through batteries recharged by solar cells. The basic idea of the WSN is reported together with a detailed analysis of the operational constraints, the energy requirements, and the electronic and mechanical discussion. 展开更多
关键词 wireless Sensor network WSN WATER BASIN monitorING Sinkable Probes UAV Probes DISPOSABLE WSN
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Advanced Border Intrusion Detection and Surveillance Using Wireless Sensor Network Technology 被引量:3
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作者 Emad Felemban 《International Journal of Communications, Network and System Sciences》 2013年第5期251-259,共9页
Wireless Sensor Network (WSN) has been emerging in the last decade as a powerful tool for connecting physical and digital world. WSN has been used in many applications such habitat monitoring, building monitoring, sma... Wireless Sensor Network (WSN) has been emerging in the last decade as a powerful tool for connecting physical and digital world. WSN has been used in many applications such habitat monitoring, building monitoring, smart grid and pipeline monitoring. In addition, few researchers have been experimenting with WSN in many mission-critical applications such as military applications. This paper surveys the literature for experimenting work done in border surveillance and intrusion detection using the technology of WSN. The potential benefits of using WSN in border surveillance are huge;however, up to our knowledge very few attempts of solving many critical issues about this application could be found in the literature. 展开更多
关键词 wireless Sensor network INTRUSION Detection BORDER SURVEILLANCE PERIMETER SURVEILLANCE REMOTE monitoring
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A Comparative Assessment of Floating and Submerged Sensor Network Deployments for Monitoring Underwater Sediment Transport Processes
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作者 Archie J. Watt Carlene E.-A. Campbell +2 位作者 Stephen Hole Ian Wells Michael R. Phillips 《Journal of Computer and Communications》 2016年第5期41-45,共6页
Wireless Sensor Networks (WSNs) are a pioneering technology in many environmental monitoring applications owing to their ability to be deployed for long periods of time in locations that cannot be reached manually. On... Wireless Sensor Networks (WSNs) are a pioneering technology in many environmental monitoring applications owing to their ability to be deployed for long periods of time in locations that cannot be reached manually. One such use-case is the monitoring of underwater sediment transport, a process that plays a significant role in coastal erosion. Previous examples of WSNs deployed for this purpose have been in the form of underwater sensor networks (UWSNs), which have a number of shortcomings from both a practical and technical viewpoint. As such, this paper provides a comparative assessment of UWSNs and an alternative deployment approach of floating echo- sounding sensor networks for the purpose of monitoring underwater sediment transport. 展开更多
关键词 wireless Sensor networks Environmental monitoring UNDERWATER Coastal Erosion
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An Exploratory Study of Experimental Tools for Wireless Sensor Networks
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作者 A.K. Dwivedi O.P. Vyas 《Wireless Sensor Network》 2011年第7期215-240,共26页
The objective of this contribution is to present expositive review content on currently available experimental tools/services/concepts used for most emerging field Wireless Sensor Network that has capability to change... The objective of this contribution is to present expositive review content on currently available experimental tools/services/concepts used for most emerging field Wireless Sensor Network that has capability to change many of the Information Communication aspects in the upcoming era. Currently due to high cost of large number of sensor nodes most researches in wireless sensor networks area is performed by using these experimental tools in various universities, institutes, and research centers before implementing real one. Also the statistics gathered from these experimental tools can be realistic and convenient. These experimental tools provide the better option for studying the behavior of WSNs before and after implementing the physical one. In this contribution 63 simulators/simulation frameworks, 14 emulators, 19 data visualization tools, 46 testbeds, 26 debugging tools/services/concepts, 10 code-updation/reprogramming tools and 8 network monitors has been presented that are used worldwide for WSN researches. 展开更多
关键词 EXPERIMENTAL TOOLS Simulation EMULATION Testbed Data visualization DEBUGGER network monitor Code-updater wireless Sensor network
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Burstiness-Aware Congestion Control Protocol for Wireless Sensor Networks 被引量:1
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作者 梁露露 高德云 +1 位作者 秦亚娟 张宏科 《China Communications》 SCIE CSCD 2011年第5期28-37,共10页
In monitoring Wireless Sensor Networks(WSNs),the traffic usually has bursty characteristics when an event occurs.Transient congestion would increase delay and packet loss rate severely,which greatly reduces network pe... In monitoring Wireless Sensor Networks(WSNs),the traffic usually has bursty characteristics when an event occurs.Transient congestion would increase delay and packet loss rate severely,which greatly reduces network performance.To solve this problem,we propose a Burstiness-aware Congestion Control Protocol(BCCP) for wireless sensor networks.In BCCP,the backoff delay is adopted as a congestion indication.Normally,sensor nodes work on contention-based MAC protocol(such as CSMA/CA).However,when congestion occurs,localized TDMA instead of CSMA/CA is embedded into the nodes around the congestion area.Thus,the congestion nodes only deliver their data during their assigned slots to alleviate the contention-caused congestion.Finally,we implement BCCP in our sensor network testbed.The experiment results show that BCCP could detect area congestion in time,and improve the network performance significantly in terms of delay and packet loss rate. 展开更多
关键词 wireless sensor networks congestion control localized TDMA burstiness-aware event monitoring
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L3SN: A Level-Based, Large-Scale, Longevous Sensor Network System for Agriculture Information Monitoring
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作者 Yongcai Wang Yuexuan Wang +3 位作者 Xiao Qi Liwen Xu Jinbiao Chen Guanyu Wang 《Wireless Sensor Network》 2010年第9期655-660,共6页
We developed L3SN, a scalable, longevous, adaptive, and internet accessible wireless sensor network system for agriculture information monitoring, which is meticulously designed to meet the requirement of thousands he... We developed L3SN, a scalable, longevous, adaptive, and internet accessible wireless sensor network system for agriculture information monitoring, which is meticulously designed to meet the requirement of thousands hectares coverage, years of time monitoring and the adverse environment. The system architecture, the agriculture sensor device, the mesh protocol, and the web-based information processing platform are introduced. We also presented some implementation experience. The mesh protocol (LayerMesh) is highlighted, in which “stair scheduling” and “distributed dynamic load-balancing” are proposed to response the scalability, longevity and adaptivity requirements. We believe the design of L3SN is useful to many other large-scale, longevous applications such as hydrologic monitoring, geological monitoring etc. 展开更多
关键词 wireless SENSOR network AGRICULTURE Information monitorING LARGE-SCALE LONGEVITY Adaptivity
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基于Zigbee技术的无线辐射监测系统的建立 被引量:1
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作者 崔伟 韦应靖 +3 位作者 以恒冠 冯梅 唐智辉 张庆利 《中国环境监测》 CAS CSCD 北大核心 2024年第1期226-232,共7页
基于Zigbee技术的无线辐射监测系统可对众多辐射监测仪的监测数据进行实时采集和统计分析,无需布线,组网灵活。该辐射监测系统包括多台辐射监测仪及上位机监测平台。辐射监测仪负责测量辐射信息,并将辐射测量结果通过Zigbee模块发送出... 基于Zigbee技术的无线辐射监测系统可对众多辐射监测仪的监测数据进行实时采集和统计分析,无需布线,组网灵活。该辐射监测系统包括多台辐射监测仪及上位机监测平台。辐射监测仪负责测量辐射信息,并将辐射测量结果通过Zigbee模块发送出来。辐射监测平台负责接收辐射测量结果,并将数据在监测平台上进行显示和存储。对辐射监测仪和辐射监测系统进行测试,测试结果表明:辐射监测仪可对在环境本底的基础上增加0.1μSv/h的γ辐射给出可靠报警;辐射监测系统可自动进行无线网络连接,整体运行稳定,数据采集准确,可实现对各个辐射监测仪监测数据的实时采集和存储。 展开更多
关键词 ZIGBEE技术 无线网络 辐射监测系统
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An Eco-Hydrology Wireless Sensor Demonstration Network in High-Altitude and Alpine Environment in the Heihe River Basin of China
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作者 Yaonan Zhang Lihui Luo +1 位作者 Jiuyuan Huo Wenpin Zhu 《Wireless Sensor Network》 2012年第5期138-146,共9页
The emerging of Wireless Sensor Network (WSN) technology has brought new opportunities for data intensive observation in eco-hydrological research and environment monitoring. To make up for the insufficiencies of spac... The emerging of Wireless Sensor Network (WSN) technology has brought new opportunities for data intensive observation in eco-hydrological research and environment monitoring. To make up for the insufficiencies of space observation data for models in eco-hydrology processes research of inland river basin which constrain the construction of accurate modeling and simulation, a sub-basin of the Heihe River Basin named Hulugou has been selected to perform the deployment and research for wireless sensor network from the perspective of eco-hydrology. In this paper, we discussed the system framework, the demonstration research area, the deployment of sensor nodes and the network topology of wireless sensor network. Finally, the study has summarized existing problems and experiences of wireless sensor network in these eco-hydrological applications and the available researches in hard environment. In the future, we will deploy a large number of sensor nodes in the long-term fine-grained eco-hydrological elements observing environment to form lots of homogeneous or heterogeneous wireless sensor networks. 展开更多
关键词 wireless Sensor network ECO-HYDROLOGY INTENSIVE Observation wireless Transmission Environmental monitoring
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基于无线网络的农产品冷链物流温度监测系统研究 被引量:2
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作者 冯双林 程丽红 《农机化研究》 北大核心 2024年第2期212-215,220,共5页
介绍了农产品冷链物流温度监控的必要性,根据系统总体需求分析、总体架构、整体功能和硬件方案设计了监控系统,并基于GPRS网络和ZigBee无线网络设计了系统的硬件部分,从而实现了整个监测系统的目标。试验结果表明:系统可以实时显示冷链... 介绍了农产品冷链物流温度监控的必要性,根据系统总体需求分析、总体架构、整体功能和硬件方案设计了监控系统,并基于GPRS网络和ZigBee无线网络设计了系统的硬件部分,从而实现了整个监测系统的目标。试验结果表明:系统可以实时显示冷链温箱内部温度,且能对异常温度进行报警,具有可行性和准确性。 展开更多
关键词 农产品 冷链物流 温度监控 无线网络
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Energy-Efficient Methods for Highly Correlated Spatio-Temporal Environments in Wireless Sensor Network Communications
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作者 Mohammad Abdul Azim Zeyar Aung +3 位作者 Sofiane Moad Nizar Bouabdallah Mario E. Rivero-Angeles Israel Leyva-Mayorga 《Wireless Sensor Network》 2014年第5期67-92,共26页
Continuous-monitoring (CM) of natural phenomenon is one of the major streams of applications in wireless sensor networks (WSNs), where aggregation and clustering techniques are beneficial as correlation dominates in b... Continuous-monitoring (CM) of natural phenomenon is one of the major streams of applications in wireless sensor networks (WSNs), where aggregation and clustering techniques are beneficial as correlation dominates in both spatial and temporal aspects of sensed phenomenon. Conversely, in Event Driven Reporting (EDR), the efficient transmission of sensitive data related to some predefined alarm cases is of major importance. As such, reporting latency is a more important performance parameter. However, in some applications, the transmission of both CM and EDR data is encouraged or even required. For either CM or EDR applications, system performance can be greatly improved when both the number of packets to be transmitted as well as the packet size is reduced. This is especially true for highly dense sensor networks where many nodes detect the same values for the sensed phenomenon. Building on this, this paper focuses on studying and proposing compression techniques to improve the system performance in terms of energy consumption and reporting latency in both CM and EDR applications. Furthermore, we extend our analysis to hybrid networks where CM and EDR are required simultaneously. Specifically, this paper presents a simple aggregation technique named smart aggregation (SAG) for the CM applications and an event driven scheme named compression cluster scheme in spatial correlated region (CC_SCR). The proposed SAG exploits both spatial and temporal correlations where CC_SCR exploits the spatial correlation of such networks by data compression. Rationalizing the developments is attained by simulations that compare energy efficiency of the proposed SAG with k-hop aggregation and CM based event driven reporting (CMEDR) schemes. Results of CC_SCR show that the technique may reduce the energy consumption drastically. In some specific cases the reduction becomes more than 10 times compared to a classical clustering scheme. Two different strategies for the transmission of event reports through the CM infrastructure are incorporated: PER and NPER protocols. Both strategies take advantage of the cluster-based architecture which assigns a TDMA schedule for the CM data transmission while using NP/CSMA for the transmission of the event information. Consequently, no extra energy is consumed for separate event clusters. As such, the number of packets to be transmitted is greatly reduced. 展开更多
关键词 wireless Sensor networks AGGREGATION Continuous-monitoring Event Driven REPORTING Data Compression Clustering
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基于LoRa的生猪体征监测系统设计与实现 被引量:1
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作者 刘艳昌 郭宇戈 +3 位作者 张志霞 李冠霖 左现刚 李国厚 《中国农机化学报》 北大核心 2024年第4期66-71,140,共7页
为克服现有生猪体征监测模块功能单一、传输距离受限、功耗大等问题,设计一种以低功耗智能耳标为采集终端的生猪体征监测与异常诊断系统。该系统以无线微控制器为硬件核心,结合猪只体温、心率、运动感知传感器,LoRa和GPRS技术组成的无... 为克服现有生猪体征监测模块功能单一、传输距离受限、功耗大等问题,设计一种以低功耗智能耳标为采集终端的生猪体征监测与异常诊断系统。该系统以无线微控制器为硬件核心,结合猪只体温、心率、运动感知传感器,LoRa和GPRS技术组成的无线传感网络和云服务器构建生猪体征信息采集、健康评估、异常诊断监测平台,提高生猪养殖过程的智能化管理水平。试验表明,该系统运行稳定,能够实时采集、传输、显示、查询生猪体征参数和异常行为,体温相对误差小于1%,心率相对误差小于5%,通信网络丢包率小于5%,传输距离大于3 km,行为辨识结果大于90%,满足中小型规模化生猪养殖场的实际使用需求。可为生猪异常诊断、早期疾病检测治和疫情预防提供科学依据。 展开更多
关键词 生猪养殖 体征监测 LoRa 无线传感网络 异常诊断
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