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Sensor Deployment Algorithm for k-Angle Coverage Problem
Thesis

Sensor Deployment Algorithm for k-Angle Coverage Problem

Yang, Lan-Chih
Masters, 國立清華大學, 資訊工程學系
2008

Abstract

覆蓋問題 佈建問題 無線感測網路 coverage problem sensor deployment sensor network
Coverage problem is one of the most fundamental problems in wireless sensor networks since it reflects the sensing quality of a sensor network. Several coverage problems have been studied for different applications such as [1], [2] studies the coverage problem, and [12] discussed the barrier coverage problems. However, these works assume the sensor has Omni-directional sensing model which is not suitable in many applications such as video surveillance systems consisting of directional video sensors. In this thesis, we study a new coverage problem in wireless sensor networks. The k-angle coverage problem considers the problem using directional sensors which can only cover a limited angle and range. Given a set of targets to be monitored, the goal is to deploy minimal number of sensors to k-angle cover all the targets. We present a greedy algorithm to solve this problem. For this algorithm, we define three contribution functions to determine the location to deploy sensor. The proposed method greedily selects a maximal contribution location to deploy a sensor until the entire targets are k-angle covered. Simulation results exhibit the characteristic and performance of our algorithm. Based on the proposed algorithm, we develop a toolkit for emulating sensor deployment.

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