Using Message-Passing DCOP Algorithms to Solve Energy-Efficient Smart Environment Configuration Problems
Using Message-Passing DCOP Algorithms to Solve Energy-Efficient Smart Environment Configuration Problems
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发表时间：
2016-07
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通讯作者：
P. Rust;Gauthier Picard;F. Ramparany
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作者：
P. Rust;Gauthier Picard;F. Ramparany
我们考虑这样的环境：配备有限通信和计算能力的智能设备必须进行协作，以节能的方式自我配置其状态，从而满足用户定义的要求。这些要求被表述为场景规则，由用户使用一个直观的界面进行配置，该界面连接传感器和执行器状态的条件以及对执行器的操作。我们将这个智能环境配置问题转化为一个约束优化问题。为了实现分布式、鲁棒性和开放性，我们使用分布式消息传递算法来解决它。我们通过一个运行示例来说明我们的方法，并在一个模拟的现实环境中评估所实现协议的性能。
We consider environments in which smart devices equipped with limited communication and computation capabilities have to cooperate to self-configure their state in an energy-efficient manner, as to meet user-defined requirements. Such requirements are expressed as scene rules, configured by the user using an intuitive interface that connects conditions on sensors' and actuators' states and actions on actuators. We translate this smart environment configuration problem into a constraint optimization problem. As to install distributiveness, robustness, and openness, we solve it using distributed message-passing algorithms. We illustrate our approach through a running example, and evaluate the performances of the implemented protocols on a simulated realistic environment.