无线传感器网络中感知死区的节点部署机制

Impasse-Aware Node Placement Mechanism for Wireless Sensor Networks

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2017
被引 11
ABS 3

中文导读

提出一种感知死区的机器人部署算法,通过基本部署规则和死区处理规则,用最少传感器实现全覆盖,实验证明在覆盖率、能效、路径长度和栈空间上优于现有方法。

Abstract

In wireless sensor networks, sensor deployment is an important issue in which sensors are deployed in a specific monitoring region using low-cost hardware but achieving high coverage quality. In recent years, several mechanisms have been developed for the efficient robotic deployment of sensors. Their performance levels are highly dependent on unknown obstacles that can give rise to the dead-end problem. A key challenge when developing a robot deployment mechanism is to overcome the dead-end problem and deliver full coverage with a minimal number of sensors. This paper proposes an impasse-aware robot deployment (IAD) algorithm. The proposed IAD mainly consists of basic deployment rules and dead-end handling rules. The basic deployment rules are intended to achieve full coverage with a minimal number of sensors; the proposed dead-end handling rules can efficiently resolve the dead-end problem. Extensive experimental studies have demonstrated that our proposed IAD achieves superior performance to that of existing robot deployment mechanisms with respect to coverage ratio, energy efficiency, deployment path length, and required stack space.

无线传感器网络机器人部署覆盖优化死区问题