A Workload-Aware Link Scheduling for Heterogeneous Wireless Sensor Networks

Bo Zeng, Yabo Dong, Zhidan Liu, Dongming Lu
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引用次数: 2

Abstract

We focus on the problem of links scheduling in heterogeneous wireless sensor networks. Links scheduling becomes more difficult due to the diversity of workload among sensor nodes. An improper links scheduling strategy will lead to high end-to-end delay and then diminish the data availability. We assume the energy cost of state transition cannot be ignored, especially for wireless multimedia sensor node which equips with camera and higher performance processor compared to scalar sensor node. In this paper, we use the conflict graph to model the conflicts among nodes and then propose a workload-aware heuristic scheduling algorithm. In the scheduling, each node can obtain consecutive time-slots to transmit all data at a schedule transmission, and the number of time-slots is calculated based on nodeâs workload. Hence, it is possible for our scheduling to reduce the end-to-end delay and save energy consumed by nodeâs state-switching in heterogeneous wireless sensor networks. In additional, a metric is proposed to measure the frequency of nodeâs state-switching. The numerical results show that our scheduling can reduce the end-to-end delay and meanwhile improve energy efficiency by reducing the energy cost of state-switches.
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异构无线传感器网络的负载感知链路调度
研究了异构无线传感器网络中的链路调度问题。由于传感器节点间工作负载的多样性,使得链路调度变得更加困难。不合理的链路调度策略将导致高端到端时延,进而降低数据的可用性。我们认为状态转换的能量成本是不可忽视的,特别是对于无线多媒体传感器节点,它配备了摄像头和比标量传感器节点性能更高的处理器。本文利用冲突图对节点间的冲突进行建模,提出了一种负载感知的启发式调度算法。调度时,每个节点可以获得连续的时隙,以调度方式传输所有数据,时隙的个数根据节点的工作负载计算。因此,我们的调度可以减少异构无线传感器网络中节点状态切换的端到端延迟和节省能量。此外,还提出了一个度量节点状态切换频率的度量标准。数值计算结果表明,该调度方法可以减少端到端延迟,同时通过降低状态切换的能量成本来提高能源效率。
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