无线传感器及致动器网络中致动器协调的博弈论控制

Zi-jiang Hu, Boon-Chong Seet
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摘要

在无线传感器和执行器网络(wsan)中,执行器经常需要协调它们的动作以响应事件的发生。执行器之间良好的协调可以平衡网络能耗,延长网络寿命,提高无线局域网的实时性。然而,确定wsan中执行器的最佳合作团队可能具有挑战性。本文提出了基于分布式博弈的作动器-作动器协调控制算法。游戏是在多个执行器之间进行的,每次需要在事件区域执行一个动作任务。因此,无线局域网中的任务分配与执行问题可以转化为多玩家联盟博弈中的效用分配问题。该算法通过博弈论策略确定执行器之间的最佳合作团队,从而实现任务的有效执行。从能耗、网络寿命和任务完成时间三个方面对算法进行了评价。
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Game-Theoretic Control for Actuator Coordination in Wireless Sensor and Actuator Networks
In wireless sensor and actuator networks (WSANs), the actuators often need to coordinate their actions in response to an event occurrence. A good coordination among actuators can balance energy consumption, prolong network lifetime, and improve real-time performance of WSANs. However, it can be challenging to determine the best cooperating team of actuators in WSANs. In this paper, distributed game-based control algorithms for actuator-actuator coordination are proposed. The game is played between multiple actuators each time an action task needs to be performed in an event area. Hence, the task allocation and execution problem in WSANs can be transformed into a utility assignment problem in a multi-player coalition game. The proposed algorithms implement effective task execution by determining the best cooperating work team among the actuators through a game theoretic strategy. The algorithms are evaluated in terms of energy consumption, network lifetime and task completion time.
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