Int. J. Wirel. Networks Broadband Technol.最新文献_第8页

A Comparative Study of Machine Learning Models for Spreading Factor Selection in LoRa Networks LoRa网络中扩展因子选择的机器学习模型比较研究

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/IJWNBT.2021070106

C. Bouras, A. Gkamas, Spyridon Aniceto Katsampiris Salgado, Nikolaos Papachristos

{"title":"A Comparative Study of Machine Learning Models for Spreading Factor Selection in LoRa Networks","authors":"C. Bouras, A. Gkamas, Spyridon Aniceto Katsampiris Salgado, Nikolaos Papachristos","doi":"10.4018/IJWNBT.2021070106","DOIUrl":"https://doi.org/10.4018/IJWNBT.2021070106","url":null,"abstract":"Low power wide area networks (LPWAN) technologies offer reasonably priced connectivity to a large number of low-power devices spread over great geographical ranges. Long range (LoRa) is a LPWAN technology that empowers energy-efficient communication. In LoRaWAN networks, collisions are strongly correlated with spreading factor (SF) assignment of end-nodes which affects network performance. In this work, SF assignment using machine learning models in simulation environment is presented. This work examines three approaches for the selection of the SF during LoRa transmissions: 1) random SF assignment, 2) adaptive data rate (ADR), and 3) SF selection through machine learning (ML). The main target is to study and determine the most efficient approach as well as to investigate the benefits of using ML techniques in the context of LoRa networks. In this research, a library that enables the communication between ML libraries and OMNeT++ simulator was created. The performance of the approaches is evaluated for different scenarios using the delivery ratio and energy consumption metrics.","PeriodicalId":422249,"journal":{"name":"Int. J. Wirel. Networks Broadband Technol.","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124766684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

Strategy for Reducing Delays and Energy Consumption in Cloudlet-Based Mobile Cloud Computing: Problems on Mobile Devices, Problem Solution, Selection of Cloudlets According to User Requirements 基于cloudlet的移动云计算时延和能耗降低策略:移动设备上的问题，问题解决，根据用户需求选择cloudlet

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/IJWNBT.2021010102

R. Alakbarov

引用次数: 2

Recent Advances on Artificial Intelligence in Cognitive Radio Networks 认知无线电网络人工智能研究进展

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/ijwnbt.2020010102

B. Benmammar

引用次数: 3

Networks of Underwater Sensor Wireless Systems: Latest Problems and Threats 水下传感器无线系统网络:最新问题和威胁

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/IJWNBT.2021010104

M. Rani, Poonam Singal

{"title":"Networks of Underwater Sensor Wireless Systems: Latest Problems and Threats","authors":"M. Rani, Poonam Singal","doi":"10.4018/IJWNBT.2021010104","DOIUrl":"https://doi.org/10.4018/IJWNBT.2021010104","url":null,"abstract":"Underwater wireless networks have been the subject of considerable attention in research and development by both academia and industry, while applications are expanding to a wide range of uses, including industrial, scientific, military, and environmental applications. The paper presents a analysis of the underwater wireless sensor network, a system that is promising to reveal the secrets of marine life and other underwater applications. The information about the underwater channel was listed with a focus on communication of both the acoustic and optical kind. Then, the node location strategies and related protocols for routing that can be applied to the desired communication type were discussed briefly. The hard environment and peculiar features of UWSNs are responsible for efficient communication between sensors in UWSNs. This paper proposes a robust and energy-efficient UWSN location-free routing system, based on constraint. RE-PBR takes into account three criteria, including performance, depth, and residual power connections, to balance energy consumption and to produce usable results. The findings of the simulation show that the proposed work decreases travel costs and by using less energy increases the network's life.","PeriodicalId":422249,"journal":{"name":"Int. J. Wirel. Networks Broadband Technol.","volume":"357 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122826995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Secured Communication Key Establishment for Cluster-Based Wireless Sensor Networks 基于集群的无线传感器网络安全通信密钥建立

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/ijwnbt.2015010103

Q. Mamun, M. Islam, M. Kaosar

引用次数: 10

Impact of Frame Duration and Modulation Coding Schemes With WiMAX Bandwidth Asymmetry in Transmission Control Protocol Variants 传输控制协议变体中WiMAX带宽不对称对帧长和调制编码方案的影响

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/ijwnbt.2019010103

K. C. Bandhu, A. Bhansali

引用次数: 2

Implementation of Dedicated Short Range Communications Combined with Radar Detection for Forward Collision Warning System 前方碰撞预警系统专用近程通信与雷达探测相结合的实现

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/ijwnbt.2012010104

Ming-Fong Tsai, N. Chilamkurti, Ping-Fan Ho, Yin-Chih Lu

引用次数: 14

An 802.11p Compliant System Prototype Supporting Road Safety and Traffic Management Applications 支持道路安全和交通管理应用的802.11p兼容系统原型

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/ijwnbt.2014010101

H. Leligou, P. Chatzimisios, L. Sarakis, T. Orphanoudakis, P. Karkazis, T. Zahariadis

{"title":"An 802.11p Compliant System Prototype Supporting Road Safety and Traffic Management Applications","authors":"H. Leligou, P. Chatzimisios, L. Sarakis, T. Orphanoudakis, P. Karkazis, T. Zahariadis","doi":"10.4018/ijwnbt.2014010101","DOIUrl":"https://doi.org/10.4018/ijwnbt.2014010101","url":null,"abstract":"During the last decades Intelligent Transportation Systems ITS have been attracting the interest of an increasing number of researchers, engineers and entrepreneurs, as well as citizens and civil authorities, since they can contribute towards improving road transport safety and efficiency and ameliorate environmental conditions and life quality. Emerging technologies yield miniaturized sensing, processing and communication devices that enable a high degree of integration and open the way for a large number of smart applications that can exploit automated fusion of information and enable efficient decisions by collecting, processing and communicating a large number of data in real-time. The cornerstone of these applications is the realization of an opportunistic wireless communication system between vehicles as well as between vehicles and infrastructure over which the right piece of information reaches the right location on time. In this paper, the authors present the design and implementation of representative safety and traffic management applications. Specifically the authors discuss the hardware and software requirements presenting a use case based on the NEC Linkbird-MX platform, which supports IEEE 802.11p based communications. The authors show how the functionality of IEEE 802.11p can be exploited to build efficient road safety and traffic management applications over mobile opportunistic systems and discuss practical implementation issues.","PeriodicalId":422249,"journal":{"name":"Int. J. Wirel. Networks Broadband Technol.","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129593695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 18

Safety of Mobile Wireless Sensor Networks Based on Clustering Algorithm 基于聚类算法的移动无线传感器网络安全性研究

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/IJWNBT.2016010105

Amine Dahane, Berrached Nasr-Eddine, A. Loukil

引用次数: 2

Performance Evaluation of a Three Node Client Relay System 三节点客户端中继系统的性能评估

Int. J. Wirel. Networks Broadband Technol. Pub Date : 1900-01-01 DOI: 10.4018/ijwnbt.2011010106

S. Andreev, O. Galinina, A. Vinel

引用次数: 17