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基于路径混淆的实时轨迹隐私保护方法
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作者 李凤云 郭昊 +1 位作者 毕远国 李亦宁 《计算机工程与应用》 CSCD 北大核心 2024年第2期288-294,共7页
由于传统的轨迹隐私保护算法在处理实时问题时的局限性,针对实时轨迹的隐私保护处理提出了基于路径混淆的轨迹隐私保护算法。该算法能够解决传统路径混淆算法中出现的轨迹数据不足和轨迹数据可用性的问题。利用车辆自适应时间窗口算法... 由于传统的轨迹隐私保护算法在处理实时问题时的局限性,针对实时轨迹的隐私保护处理提出了基于路径混淆的轨迹隐私保护算法。该算法能够解决传统路径混淆算法中出现的轨迹数据不足和轨迹数据可用性的问题。利用车辆自适应时间窗口算法对车辆轨迹进行分组选择,通过混淆算法提高轨迹的隐私保护效果,在混淆过程中目标车辆与周围车辆形成混淆组从而达到多轨迹的真假混淆情况。通过对比实验分析了轨迹数据的可用性,验证所提出算法比其他传统方法在车辆隐私保护方面效果更好,且混淆后轨迹数据可用性更高。 展开更多
关键词 轨迹隐私保护 路径混淆 差分隐私 区域划分
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A TCP Performance Enhancement Scheme in Infrastructure based Vehicular Networks 被引量:5
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作者 HA Le FANG Lijin +1 位作者 bi yuanguo LIU Wei 《China Communications》 SCIE CSCD 2015年第6期73-84,共12页
Transmission Control Protocol (TCP) in infrastructure based vehicular net- works is dedicated to support reliable Intemet services for mobile users. However, an end-to- end TCP flow not only experiences some com- mo... Transmission Control Protocol (TCP) in infrastructure based vehicular net- works is dedicated to support reliable Intemet services for mobile users. However, an end-to- end TCP flow not only experiences some com- mon challenges in wireless mobile networks, such as high packet loss rate, medium access competition, unstable wireless bandwidth, and dynamic topology, etc., but also suffers from performance degradation due to traffic congestion at the Road-Side Units (RSUs) that connect the wireline and wireless networks. In order to address the challenging issues related to reliable TCP transmissions in infrastruc- ture based vehicular networks, we propose an RSU based TCP (R-TCP) scheme. For wireline source nodes, R-TCP adopts a novel flow control mechanism to adjust transmission rates according to the status of bottleneck link. Specifically, during the short wireless connec- tion time in Infrastructure based vehicular net- works, R-TCP quickly chooses an ideal trans- mission rate for data transmissions instead of activating the slow start algorithm after the connection is established, and successfully avoids the oscillation of the transmission rate. Simulation results show that R-TCP achieves great advantages than some relate proposals in terms of throughput, end-to-end delay, and packet loss rate. 展开更多
关键词 rate control bottleneck node packet loss infrastructure based vehicular net-works
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Explicit Rate Based Transmission Control Scheme in Vehicle-to-lnfrastructure Communication Networks 被引量:2
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作者 bi yuanguo Xuemin (Sherman) SHEN ZHAO Hai 《China Communications》 SCIE CSCD 2014年第1期46-59,共14页
In Vehicle-to-infrastructure(V2I)communication networks,mobile users are able to access Internet services,such as video streaming,digital map downloading,database access,online gaming,and even safety services like acc... In Vehicle-to-infrastructure(V2I)communication networks,mobile users are able to access Internet services,such as video streaming,digital map downloading,database access,online gaming,and even safety services like accident alarm,traffic condition broadcast,etc.,through fixed roadside units.However,the dynamics of communication environment and frequent changing topology critically challenge the design of an efficient transport layer protocol,which makes it difficult to guarantee diverse Quality of Service(QoS) requirements for various applications.In this paper,we present a novel transport layer scheme in infrastructure based vehicular networks,and aim to resolve some challenging issues such as source transfer rate adjustment,congestion avoidance,and fairness.By precisely detecting packet losses and identifying various causes of these losses(for example,link disconnection,channel error,packet collision,buffer overflow),the proposed scheme adopts different reacting mechanisms to deal with each of the losses.Moreover,it timely monitors the buffer size of the bottleneck Road-Side Unit(RSU),and dynamically makes transfer rate feedbacks to source nodes to avoid buffer overflow or vacancy.Finally,analysis and simulation results show that the proposed scheme not only successfully reduces packet losses because of buffer overflow and link disconnection but also improves the utilization efficiency of channel resource. 展开更多
关键词 transmission control loss differentiation congestion avoidance buffer over- flow vehicle-to-infrastructure communications
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