Abstract
Barrier coverage, as one of the most important applications of wireless sensor network (WSNs), is to provide coverage for the boundary of a target region. We study the barrier coverage problem by using a set of n sensors with adjustable coverage radii deployed along a line interval or circle. Our goal is to determine a range assignment R= (r1, r2, … , rn) of sensors such that the line interval or circle is fully covered and its total cost C(R)=∑i=1nriα is minimized. For the line interval case, we formulate the barrier coverage problem of line-based offsets deployment, and present two approximation algorithms to solve it. One is an approximation algorithm of ratio 4 / 3 runs in O(n2) time, while the other is a fully polynomial time approximation scheme (FPTAS) of computational complexity O(n2ϵ). For the circle case, we optimally solve it when α= 1 and present a 2(π2)α-approximation algorithm when α> 1. Besides, we propose an integer linear programming (ILP) to minimize the total cost of the barrier coverage problem such that each point of the line interval is covered by at least k sensors.
| Original language | English |
|---|---|
| Pages (from-to) | 434-457 |
| Number of pages | 24 |
| Journal | Journal of Combinatorial Optimization |
| Volume | 36 |
| Issue number | 2 |
| DOIs | |
| State | Published - 1 Aug 2018 |
| Externally published | Yes |
Keywords
- Approximation algorithm
- Barrier coverage
- Range assignment
- Wireless sensor networks
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