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Biology-Inspired Distributed Consensus in Massively-Deployed Sensor Networks

机译:生物学启发在大型传感器网络中的分布式共识

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Promises of ubiquitous control of the physical environment by large-scale wireless sensor networks open avenues for new applications that are expected to redefine the way we live and work. Most of recent research has concentrated on developing techniques for performing relatively simple tasks in small-scale sensor networks assuming some form of centralized control. The main contribution of this work is to propose a new way of looking at large-scale sensor networks, motivated by lessons learned from the way biological ecosystems are organized. Indeed, we believe that techniques used in small-scale sensor networks are not likely to scale to large networks; that such large-scale networks must be viewed as an ecosystem in which the sensors/effectors are organisms whose autonomous actions, based on local information, combine in a communal way to produce global results. As an example of a useful function, we demonstrate that fully distributed consensus can be attained in a scalable fashion in massively deployed sensor networks where individual motes operate based on local information, making local decisions that are aggregated across the network to achieve globally-meaningful effects.
机译:大规模无线传感器网络对物理环境无处不在地控制的承诺为新的应用程序打开途径,这些应用程序预计将重新定义我们的生活和工作方式。最近的大部分研究集中在假设某种形式的集中控制中的小型传感器网络中执行相对简单的任务的技术。这项工作的主要贡献是提出一种寻找大规模传感器网络的新方式,这是由从生物生态系统所吸取的教训中学到的经验教训。实际上,我们认为小型传感器网络中使用的技术不太可能扩展到大型网络;这种大规模网络必须被视为生态系统,其中传感器/效果是基于本地信息的自主行动的生物,以共同方式产生全局结果。作为一个有用的功能的示例,我们证明可以在大型部署的传感器网络中以可扩展的方式实现完全分布式的共识,其中单个电机根据本地信息运行,使得在网络上聚合的本地决策实现全局意义的效果。

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