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Beyond Wi-Fi 7:Enhanced Decentralized Wireless Local Area Networks with Federated Reinforcement Learning
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作者 Rashid Ali Alaa Omran Almagrabi 《Computers, Materials & Continua》 2026年第3期391-409,共19页
Wi-Fi technology has evolved significantly since its introduction in 1997,advancing to Wi-Fi 6 as the latest standard,with Wi-Fi 7 currently under development.Despite these advancements,integrating machine learning in... Wi-Fi technology has evolved significantly since its introduction in 1997,advancing to Wi-Fi 6 as the latest standard,with Wi-Fi 7 currently under development.Despite these advancements,integrating machine learning into Wi-Fi networks remains challenging,especially in decentralized environments with multiple access points(mAPs).This paper is a short review that summarizes the potential applications of federated reinforcement learning(FRL)across eight key areas of Wi-Fi functionality,including channel access,link adaptation,beamforming,multi-user transmissions,channel bonding,multi-link operation,spatial reuse,and multi-basic servic set(multi-BSS)coordination.FRL is highlighted as a promising framework for enabling decentralized training and decision-making while preserving data privacy.To illustrate its role in practice,we present a case study on link activation in a multi-link operation(MLO)environment with multiple APs.Through theoretical discussion and simulation results,the study demonstrates how FRL can improve performance and reliability,paving the way for more adaptive and collaborative Wi-Fi networks in the era of Wi-Fi 7 and beyond. 展开更多
关键词 Artificial intelligence reinforcement learning channels selection wireless local area networks 802.11ax 802.11be WI-FI
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Performance Evaluation of an Internet Protocol Security (IPSec) Based Multiprotocol Label Switching (MPLS) Virtual Private Network 被引量:3
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作者 Conrad K. Simatimbe Smart Charles Lubobya 《Journal of Computer and Communications》 2020年第9期100-108,共9页
This paper evaluates the performance of Internet Protocol Security (IPSec) based Multiprotocol Label Switching (MPLS) virtual private network (VPN) in a small to medium sized organization. The demand for security in d... This paper evaluates the performance of Internet Protocol Security (IPSec) based Multiprotocol Label Switching (MPLS) virtual private network (VPN) in a small to medium sized organization. The demand for security in data networks has been increasing owing to the high cyber attacks and potential risks associated with networks spread over distant geographical locations. The MPLS networks ride on the public network backbone that is porous and highly susceptible to attacks and so the need for reliable security mechanisms to be part of the deployment plan. The evaluation criteria concentrated on Voice over Internet Protocol (VoIP) and Video conferencing with keen interest in jitter, end to end delivery and general data flow. This study used both structured questionnaire and observation methods. The structured questionnaire was administered to a group of 70 VPN users in a company. This provided the study with precise responses. The observation method was used in data simulations using OPNET Version 14.5 Simulation software. The results show that the IPSec features increase the size of data packets by approximately 9.98% translating into approximately 90.02% effectiveness. The tests showed that the performance metrics are all well within the recommended standards. The IPSec Based MPLS Virtual private network is more stable and secure than one without IPSec. 展开更多
关键词 Multiprotocol Label switching Internet Protocol Security virtual Private network Video Conferencing Voice over Internet Protocol JITTER End to End Delay
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Security Analysis of Application Layer Protocols on Wireless Local Area Networks 被引量:1
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作者 杨明豪 《Journal of Shanghai Jiaotong university(Science)》 EI 2011年第5期586-592,共7页
This paper aims at analyzing the security issues that lie in the application layer (AL) protocols when users connect to the Internet via a wireless local area network (WLAN) through an access point. When adversaries l... This paper aims at analyzing the security issues that lie in the application layer (AL) protocols when users connect to the Internet via a wireless local area network (WLAN) through an access point. When adversaries launch deauthentication flood attacks cutting users' connection, the connection managers will automatically research the last access point's extended service set identifier (ESSID) and then re-establish connection. However, such re-connection can lead the users to a fake access point with the same ESSID set by attackers. As the attackers hide behind users' access points, they can pass AL's authentication and security schemes, e.g. secure socket layer (SSL). We have proved that they can even spy on users' account details, passwords, data and privacy. 展开更多
关键词 man-in-the-middle (MITM) attacks session hijacking wireless local area network (WLAN)
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Application of Wireless Local Area Network Technology in Mobile Robot for Finned Tube Inspection
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作者 王光荣 马培荪 +2 位作者 曹曦 孙红 李彦明 《Journal of Shanghai University(English Edition)》 CAS 2004年第2期180-186,共7页
This paper introduces a novel robot for outer surface inspection of boiler tubes. The paper describes the hardware system, wireless communication strategy, communication procedure and system software of the robot. The... This paper introduces a novel robot for outer surface inspection of boiler tubes. The paper describes the hardware system, wireless communication strategy, communication procedure and system software of the robot. The WLAN technology is used in the robot. It solves the problem of shielding generated by iron boiler and 11Mbps bandwidth made it possible for video and control stream real-time transmit within the same channel. Though TCP/IP protocol is robust, serial server is a transparent channel but cannot detect error and retransmit the data. In order to improve the reliability of serial communication, a new communication protocol is proposed. Key words boiler tubes - mobile robotics - wireless local area network Project Supported by the National High-Tech Program (Grant No. 2002AA420080) 展开更多
关键词 boiler tubes mobile robotics wireless local area network
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Research on the Teaching Reform of "Wireless Local Area Network" in the Background of"Wireless Business Circle"
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作者 Feng Zhang 《International Journal of Technology Management》 2017年第4期74-76,共3页
This paper proposes the teaching reform of the "Wireless Local Area Network" in the background of "Wireless Business Circle" . At present, WLAN technology is becoming more and more mature, the application is then ... This paper proposes the teaching reform of the "Wireless Local Area Network" in the background of "Wireless Business Circle" . At present, WLAN technology is becoming more and more mature, the application is then becoming more and more extensive, the campus network will grow rapidly on wireless LAN applications especially the research and higher education institutions on the wireless LAN demand is increasing with wireless LAN will have a very broad market development space. GIS business circle analysis model is to determine business enterprise location or expand their existing business outlets of information necessary to say on the map by G1S visual function of the model. This paper makes the combination of the mentioned items that will then and later influence the performance of the model. 展开更多
关键词 Teaching Reform Wireless local area network Wireless Business Circle.
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Multiple Welding Seam Video Transmission and Monitoring of Welding Robot in Local Area Network 被引量:1
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作者 马国红 杜保舟 谢芬 《Journal of Shanghai Jiaotong university(Science)》 EI 2012年第4期452-455,共4页
A method of transmission and monitoring in local area network(LAN) for the welding seam video information of binocular vision welding robot is proposed.This paper uses MPEG-4 video CODEC functions of DivX,video for Wi... A method of transmission and monitoring in local area network(LAN) for the welding seam video information of binocular vision welding robot is proposed.This paper uses MPEG-4 video CODEC functions of DivX,video for Windows(VFW) video capture technology,multi-threaded network communication idea and WinSock Socket in Visual C++ 6.0.In the end,client/server(C/S) communication model based on TCP/IP protocol has been developed.Experimental results show that the method can achieve the multiple welding seam video's real-time transmission in LAN.Moreover,the Canny operator is used to realize the edge feature extraction of the seam image which is captured by the client,so that the edge of the seam extracted is continuous and clear. 展开更多
关键词 welding robot multi-threaded local area network (LAN) video transmission
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Demonstration of Orbital-Angular-Momentum-Based Optical Switching Using Dual-Area Mirrors
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作者 Shengtao Chen Xizheng Ke 《Optics and Photonics Journal》 2021年第8期351-359,共9页
We have designed an optical separation device called dual-area mirror for the data link of orbital angular momentum (OAM) multiplexing. Experiments show that the OAM multiplexed beams can be switched by using dual-are... We have designed an optical separation device called dual-area mirror for the data link of orbital angular momentum (OAM) multiplexing. Experiments show that the OAM multiplexed beams can be switched by using dual-area mirrors, using OOK to modulate four channels separately to form two inputs, channel A and channel B. There are two OAM beams that are multiplexed in each of channel A and channel B, using a spatial light modulator (SLM) to convert the OAM multiplexed beams in each channel. One of the beams is converted into a Gaussian beam, and then separated by a dual-area mirror, so as to realize the switch of a beam carrying different data in the two channels. Then these channels are detected. The waveform indicates that the switch is successful, and the measured optical power indicates that the dual-area mirror can reduce the bit error rate in the communication links. In addition, the device reduces the experimental cost, is easy to implement, is easy to integrate, and increases the angle between the separated beams. 展开更多
关键词 Optical Communication Dual-area Mirror switchING Optical network
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Optical local area network emulations over Ethernet passive optical networks:A survey 被引量:1
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作者 PENG YunFeng KUANG YuJun LONG KePing 《Science in China(Series F)》 2008年第8期1000-1009,共10页
As a promising solution to efficiently achieving fiber to the home (FTTH), Ethernet passive optical network (EPON) is currently improved to provide intercommunication among customers, together with normal traffic ... As a promising solution to efficiently achieving fiber to the home (FTTH), Ethernet passive optical network (EPON) is currently improved to provide intercommunication among customers, together with normal traffic delivery, via optical local area network emulation. It is a new research direction and expected to enhance the normal EPON performances. The purpose of this article is to review the state-of -the-art solutions to emulating optical local area networks (OLANs) over EPON. We discuss the major problems involved, e.g., network architecture, control mechanisms, and other potential enhancements. We also outline areas for future researches. 展开更多
关键词 Ethernet passive optical networks optical local area networks LAN emulation on EPON broadband access networks
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Simulation of Optical Packet-Switched Metropolitan Area Network
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作者 朱炳春 贾潞华 +2 位作者 王春华 黄肇明 阎晓光 《Journal of Shanghai University(English Edition)》 CAS 2002年第2期154-157,共4页
This paper introduces architectures of two types optical packet switched metropolitan area networks and their media access control protocols. We have designed related network simulation systems. With these simulation... This paper introduces architectures of two types optical packet switched metropolitan area networks and their media access control protocols. We have designed related network simulation systems. With these simulation systems, the characteristics and performance of the two MANs can be achieved. 展开更多
关键词 optical packet switching media access control (MAC) wavelength division multiplexing (WDM) metropolitan area network (MAN) IP over WDM.
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STAR-TYPE LOCAL AREA NETWORK ACCESS CONTROL 被引量:2
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作者 逯昭义 齐藤忠夫 《Science China Mathematics》 SCIE 1990年第9期1123-1131,共9页
The multiple access fashion is a new resolution for the star-type local area network (LAN) access control and star-type optical fibre LAN. Arguments about this network are discussed, and the results are introduced.
关键词 local area network ACCESS CONTROL star-type LAN ACCESS control.
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TWC and AWG based optical switching structure for OVPN in WDM-PON 被引量:2
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作者 白晖峰 陈雨新 王秦 《Optoelectronics Letters》 EI 2015年第2期130-133,共4页
With the rapid development of optical elements with large capacity and high speed, the network architecture is of great importance in determing the performance of wavelength division multiplexing passive optical netwo... With the rapid development of optical elements with large capacity and high speed, the network architecture is of great importance in determing the performance of wavelength division multiplexing passive optical network (WDM-PON). This paper proposes a switching struc^re based on the tunable wavelength converter (TWC) and the ar- rayed-waveguide grating (AWG) for WDM-PON, in order to provide the function of opitcal virtual private network (OVPN). Using the tunable wavelength converter technology, this switch structure is designed and works between the optical line terminal (OLT) and optical network units (ONUs) in the WDM-PON system. Moreover, the wavelength assignment of upstream/downstream can be realized and direct communication between ONUs is also allowed by privite wavelength channel. Simulation results show that the proposed TWC and AWG based switching structure is able to achieve OVPN function and to gain better performances in terms of bite error rate (BER) and time delay. 展开更多
关键词 Arrayed waveguide gratings network architecture Optical communication Optical waveguides switching switching systems Telecommunication networks Time delay virtual private networks Waveguides Wavelength division multiplexing
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HUSTRING—A LOCAL AREA NETWORK WITH PERFORMANCE BETTER THAN TOKEN RING
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作者 汤毅坚 《Science China Mathematics》 SCIE 1990年第7期867-874,共8页
HUSTRING, a local area network named after the Harbin University of Science and Technology, uses a combination of token-passing approach and register insertion technology as its medium access control mechanism. The re... HUSTRING, a local area network named after the Harbin University of Science and Technology, uses a combination of token-passing approach and register insertion technology as its medium access control mechanism. The results of theoretical analysis and computer simulation indicate that the real-time performance of the HUSTRING is much better than that of the well-known token-ring local area network.The network topology of the HUSTRING, the architecture of its physical layer, medium access layer and logic link layer and the configuration of its ring interface are describedand its performance is compared with the token ring local area network. 展开更多
关键词 local area network TOKEN RING REGISTER INSERTION ring.
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Localized Coverage Connectivity Based on Shape and Area Using Mobile Sensor Robots in Wireless Sensor Networks 被引量:1
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作者 Rajaram Pichamuthu Prakasam Periasamy 《Circuits and Systems》 2016年第8期1962-1975,共15页
A wireless sensor network (WSN) is spatially distributing independent sensors to monitor physical and environmental characteristics such as temperature, sound, pressure and also provides different applications such as... A wireless sensor network (WSN) is spatially distributing independent sensors to monitor physical and environmental characteristics such as temperature, sound, pressure and also provides different applications such as battlefield inspection and biological detection. The Constrained Motion and Sensor (CMS) Model represents the features and explain k-step reach ability testing to describe the states. The description and calculation based on CMS model does not solve the problem in mobile robots. The ADD framework based on monitoring radio measurements creates a threshold. But the methods are not effective in dynamic coverage of complex environment. In this paper, a Localized Coverage based on Shape and Area Detection (LCSAD) Framework is developed to increase the dynamic coverage using mobile robots. To facilitate the measurement in mobile robots, two algorithms are designed to identify the coverage area, (i.e.,) the area of a coverage hole or not. The two algorithms are Localized Geometric Voronoi Hexagon (LGVH) and Acquaintance Area Hexagon (AAH). LGVH senses all the shapes and it is simple to show all the boundary area nodes. AAH based algorithm simply takes directional information by locating the area of local and global convex points of coverage area. Both these algorithms are applied to WSN of random topologies. The simulation result shows that the proposed LCSAD framework attains minimal energy utilization, lesser waiting time, and also achieves higher scalability, throughput, delivery rate and 8% maximal coverage connectivity in sensor network compared to state-of-art works. 展开更多
关键词 localized Coverage Wireless Senor network Automatic Detection Framework Geometric Voronoi Polygon Acquaintance area Polygons Environment Monitoring Mobile Sensor Robots
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A New Distributed Localization Scheme for Wireless Sensor Networks 被引量:7
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作者 KUANG Xing-Hong SHAO Hui-He FENG Rui 《自动化学报》 EI CSCD 北大核心 2008年第3期344-348,共5页
在无线传感器网络(WSN ) 的节点本地化是被对待一功能目标在纸从一个新奇观点追踪双。与在 WSN 的传统的追踪问题不同,使用静态的地点商品节点估计动人的目标,活动节点被用来帮助未知节点精确地发现他们的位置。一个新节点本地化计划... 在无线传感器网络(WSN ) 的节点本地化是被对待一功能目标在纸从一个新奇观点追踪双。与在 WSN 的传统的追踪问题不同,使用静态的地点商品节点估计动人的目标,活动节点被用来帮助未知节点精确地发现他们的位置。一个新节点本地化计划虚拟烽火精力比率本地化(VB-ERL ) 和它为 WSN 的精炼被介绍。在计划,活动节点基于 Gauss-Markov 活动性模型搬到监视者地并且周期性地广播信息包。每个静态的未知节点在它的察觉到的范围收到虚拟烽火和精力,并且由发现一套超球面的交叉估计它的地点。模拟结果证明建议计划是有效的。 展开更多
关键词 无线传感器网络 节点定位 虚拟信号 分布式定位配置
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Positioning with Wide-Area GNSS Networks: Concept and Application 被引量:1
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作者 Tarig A. Ali 《Positioning》 2012年第1期1-6,共6页
The use of Global Navigation Satellite Systems (GNSS) for positioning has revolutionized the way location data is be- ing collected. The NAVigation System with Time And Ranging Global Positioning System (GPS), which i... The use of Global Navigation Satellite Systems (GNSS) for positioning has revolutionized the way location data is be- ing collected. The NAVigation System with Time And Ranging Global Positioning System (GPS), which is a principal component of the global navigation satellite system (GNSS);is a satellite-based radio navigation system that provides positions of points of interest and time information to users. GPS positional accuracy can be improved by using differential corrections obtained through a technique called Differential GPS (DGPS), which is known to provide the most accurate positioning results. Differential correction can be applied in real time at the data collection phase or in the of- fice, at the post-processing phase. DGPS is generally used for positioning purposes through static or kinematics GPS surveys. In static GPS surveys, one receiver is placed at a point whose coordinates are known and the other receiver is placed over a point whose coordinates are desired. In kinematic surveys, one receiver remains at one point (base station) normally with known coordinates, and the other receiver (rover) moves from point to point in the project area. Kinematic surveys in which points positions are computed on-the-fly (OTF) are known as real-time kinematic (RTK). RTK surveys provide real-time locations of points of interest needed in many applications. Positioning with wide-area GNSS networks is basically based on the DGPS and RTK concepts. Observables from a network of a finite number of GPS receivers over an area are processed by a server at a central location (network server) and made available to the users of the network later or in real-time through radio-based, satellite, or wireless communications. This article provides a review of the concept and application of positioning with wide-area GNSS networks. 展开更多
关键词 Wide-area GNSS network virtual REFERENCE STATION (VRS)
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IP over ATM Implementation with Local Switch Mode 被引量:2
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作者 KONG Ling shan, YOU Meng,\ DING Wei (Beijing University of Posts and Telecommunications, Beijing 100876, P. R. China) 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2002年第3期43-46,共4页
In classical IPOA, the communication of two users between local AsynchronousTransfer Mode (ATM) ports needs a VCC, however, it is not an elegant solution to the ATM accessequipments design when the performance of the ... In classical IPOA, the communication of two users between local AsynchronousTransfer Mode (ATM) ports needs a VCC, however, it is not an elegant solution to the ATM accessequipments design when the performance of the whole system is considered. Thus, we investigate theway to provide the improved IPOA protocol that uses switching way in local ports. And it is fullycompatible with the CIPOA by using the same protocol for ARP and IP forwarding. In addition, we alsopresent the design of one 10/100 Mbit/s auto adaptive IPOA client board with local switch abilityidea and CAM mechanism for our project. 展开更多
关键词 ATM access network local switch mode (LSM) IPOA CAM
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基于local-area的Internet路由级拓扑抽象算法 被引量:4
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作者 李乔 张兆心 《高技术通讯》 CAS CSCD 北大核心 2011年第9期922-927,共6页
通过分析Internet的本地聚集特性,给出了local-area和connect—area的定义,并基于此,为提高并行网络模拟性能,提出一种新型拓扑抽象算法——基于local—area的拓扑抽象(TABLA)算法。TABLA算法在给定的聚合粒度下,迭代搜索网络内... 通过分析Internet的本地聚集特性,给出了local-area和connect—area的定义,并基于此,为提高并行网络模拟性能,提出一种新型拓扑抽象算法——基于local—area的拓扑抽象(TABLA)算法。TABLA算法在给定的聚合粒度下,迭代搜索网络内的local-area,对拓扑进行抽象。模拟结果表明在Internet路由级拓扑上采用该算法,拓扑规模大约压缩为原先的45%,初始化内存节省约60%,模拟运行时间约缩短80%,大幅度提高了并行网络模拟性能。 展开更多
关键词 并行网络模拟 拓扑抽象 聚合粒度 本地域(local-area)
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Resource Exhaustion Attack Detection Scheme for WLAN Using Artificial Neural Network
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作者 Abdallah Elhigazi Abdallah Mosab Hamdan +6 位作者 Shukor Abd Razak Fuad A.Ghalib Muzaffar Hamzah Suleman Khan Siddiq Ahmed Babikir Ali Mutaz H.H.Khairi Sayeed Salih 《Computers, Materials & Continua》 SCIE EI 2023年第3期5607-5623,共17页
IEEE 802.11 Wi-Fi networks are prone to many denial of service(DoS)attacks due to vulnerabilities at the media access control(MAC)layer of the 802.11 protocol.Due to the data transmission nature of the wireless local ... IEEE 802.11 Wi-Fi networks are prone to many denial of service(DoS)attacks due to vulnerabilities at the media access control(MAC)layer of the 802.11 protocol.Due to the data transmission nature of the wireless local area network(WLAN)through radio waves,its communication is exposed to the possibility of being attacked by illegitimate users.Moreover,the security design of the wireless structure is vulnerable to versatile attacks.For example,the attacker can imitate genuine features,rendering classificationbased methods inaccurate in differentiating between real and false messages.Althoughmany security standards have been proposed over the last decades to overcome many wireless network attacks,effectively detecting such attacks is crucial in today’s real-world applications.This paper presents a novel resource exhaustion attack detection scheme(READS)to detect resource exhaustion attacks effectively.The proposed scheme can differentiate between the genuine and fake management frames in the early stages of the attack such that access points can effectively mitigate the consequences of the attack.The scheme is built through learning from clustered samples using artificial neural networks to identify the genuine and rogue resource exhaustion management frames effectively and efficiently in theWLAN.The proposed scheme consists of four modules whichmake it capable to alleviates the attack impact more effectively than the related work.The experimental results show the effectiveness of the proposed technique by gaining an 89.11%improvement compared to the existing works in terms of detection. 展开更多
关键词 802.11 media access control(MAC) wireless local area network(WLAN) artificial neural network denial-of-service(DoS)
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Survey on security aspects of distributed software-defined networking controllers in an enterprise SD-WLAN
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作者 Neena Susan Shaji Raja Muthalagu 《Digital Communications and Networks》 CSCD 2024年第6期1716-1731,共16页
Software-Defined Networking(SDN)improves network management by separating its control logic from the underlying hardware and integrating it into a logically centralized control unit,termed the SDN controller.SDN adapt... Software-Defined Networking(SDN)improves network management by separating its control logic from the underlying hardware and integrating it into a logically centralized control unit,termed the SDN controller.SDN adaptation is essential for wireless networks because it offers enhanced and data-intensive services.The initial intent of the SDN design was to have a physically centralized controller.However,network experts have suggested logically centralized and physically distributed designs for SDN controllers,owing to issues such as a single point of failure and scalability.This study addressed the security,scalability,reliability,and consistency issues associated with the design of distributed SDN controllers.Moreover,the security issues of an enterprise related to multiple physically distributed controllers in a software-defined wireless local area network(SD-WLAN)were emphasized,and optimal solutions were suggested. 展开更多
关键词 Software-defined networking(SDN)SDN controller Logically centralized SDN controller Physically distributed SDN controller Software-defined wireless local area network(SD-WLAN)
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Synchronization in Wireless Networks for Practical MIMO-OFDM Systems
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作者 Muhammad Khurram Kiyani Muhammad Usman Ahmed Asim Loan 《International Journal of Communications, Network and System Sciences》 2010年第5期483-487,共5页
In this paper a frequency offset estimation technique for Wireless Local Area and Wireless Metropolitan Ar- ea Networks is presented. For frequency offset estimation, we have applied a low-complexity frequency offset ... In this paper a frequency offset estimation technique for Wireless Local Area and Wireless Metropolitan Ar- ea Networks is presented. For frequency offset estimation, we have applied a low-complexity frequency offset estimator for simple AWGN channels to fading channels for MIMO-OFDM systems. Simulation results have shown that the performance of the proposed estimator is better than the low complexity frequency offset estimator designed for AWGN channels. 展开更多
关键词 SYNCHRONIZATION MULTIPLE Input MULTIPLE Output Orthogonal Frequency Division Multiplexing WIRELESS local area networkS WIRELESS METROPOLITAN area networkS Stanford University Interim Channels
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