间歇连接移动传感器网络中的高效数据采集

Yongping Xiong, Shizhong Wu, Zhang Tao, Yubo Deng, Shiwu Chen
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引用次数: 0

摘要

间歇性连接移动传感器网络(ICMSN)在最近的研究中出现,例如水下传感器网络、野生动物跟踪和以人为本的流感病毒监测。在这些网络中,传统的WSN路由协议不适合ICMSN的数据采集应用,因为当没有完整的路由到sink时,数据包将被丢弃。本文提出了一种高效的ICMSN数据采集方案,该方案由转发协议和缓冲区管理两部分组成。消息转发根据节点传递概率来决定哪些传感器有资格进入下一跳,节点传递概率表示传感器根据节点迁移模式和剩余能量将消息成功传递到sink的可能性。缓冲区管理由两个相关组件组成:排队机制和清除机制。前者根据重要因子确定要传输的消息的优先级,重要因子表示消息的重要程度和传输的QoS要求。后者利用接收器生成的死亡向量来清除已经从网络传递的无用消息。实验结果表明,所提出的数据采集方案支持不同的消息传输需求,并在传输率、延迟和资源消耗之间实现了良好的性能权衡。
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Efficient Data Gathering in Intermittent Connected Mobile Sensor Networks
Intermittent Connected Mobile Sensor Networks (ICMSN) have emerged in recent studies, e.g. underwater sensor networks, wildlife tracking and human-oriented flu virus monitoring. In these networks, conventional routing protocols in WSN are not suitable for data gathering application in ICMSN since packets will be dropped when no complete route to the sink is available. In this paper, we propose an efficient data gathering scheme for ICMSN, which is composed of forwarding protocol and buffer management. Message forwarding makes decision on which sensors are qualified for next hop based on nodal delivery probability, which signifies the likelihood that the sensor can deliver the message to the sink successfully based on the nodal mobility pattern and residual energy. Buffer management consists of two related components: queuing mechanism and purging mechanism. The former determines priority of messages to transmit based on the importance factor, which indicates importance of the messages and QoS requirement of transmission. The latter utilizes a death vector generated by the sink to purge useless messages that have been delivered from the network. Our experimental results show that the proposed data gathering scheme supports the different transmission requirement of messages and achieves the good performance tradeoff between delivery ratio, delay and resource consumption.
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