Minimizing the total cost of barrier coverage in a linear domain

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 $$\mathbf {R}=({r_{1}},{r_{2}}, \ldots , {r_{n}})$$R=(r1,r2,…,rn) of sensors such that the line interval or circle is fully covered and its total cost $$C(\mathbf {R})=\sum _{i=1}^n {r_{i}}^\alpha $$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 $$O(n^{2})$$O(n2) time, while the other is a fully polynomial time approximation scheme (FPTAS) of computational complexity $$O(\frac{n^{2}}{\epsilon })$$O(n2ϵ). For the circle case, we optimally solve it when $$\alpha = 1$$α=1 and present a $$2(\frac{\pi }{2})^\alpha $$2(π2)α-approximation algorithm when $$\alpha > 1$$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.

[1]  Haitao Wang,et al.  Minimizing the Maximum Moving Cost of Interval Coverage , 2015, ISAAC.

[2]  Lata Narayanan,et al.  Weak Coverage of a Rectangular Barrier , 2017, CIAC.

[3]  Minming Li,et al.  Barrier Coverage by Sensors with Adjustable Ranges , 2014, TOSN.

[4]  Peng-Jun Wan,et al.  Coverage by randomly deployed wireless sensor networks , 2005, IEEE Transactions on Information Theory.

[5]  Victor C. S. Lee,et al.  Barrier Coverage Using Sensors with Offsets , 2014, WASA.

[6]  Pedro Jussieu de Rezende,et al.  A PTAS for the disk cover problem of geometric objects , 2013, Oper. Res. Lett..

[7]  Jian Li,et al.  Algorithms on Minimizing the Maximum Sensor Movement for Barrier Coverage of a Linear Domain , 2013, Discret. Comput. Geom..

[8]  Haitao Wang,et al.  Minimizing the Aggregate Movements for Interval Coverage , 2016, Algorithmica.

[9]  Wenyu Liu,et al.  A Novel Node Placement for Long Belt Coverage in Wireless Networks , 2013, IEEE Transactions on Computers.

[10]  Matthew J. Katz,et al.  Covering Points by Unit Disks of Fixed Location , 2007, ISAAC.

[11]  Jorge Urrutia,et al.  On Minimizing the Sum of Sensor Movements for Barrier Coverage of a Line Segment , 2010, ADHOC-NOW.

[12]  Rahul Vaze,et al.  Optimally Approximating the Coverage Lifetime of Wireless Sensor Networks , 2013, IEEE/ACM Transactions on Networking.

[13]  Jorge Urrutia,et al.  On Minimizing the Maximum Sensor Movement for Barrier Coverage of a Line Segment , 2010, ADHOC-NOW.

[14]  Weili Wu,et al.  A better constant-factor approximation for weighted dominating set in unit disk graph , 2009, J. Comb. Optim..

[15]  Weili Wu,et al.  New approximations for minimum-weighted dominating sets and minimum-weighted connected dominating sets on unit disk graphs , 2011, Theor. Comput. Sci..

[16]  Anish Arora,et al.  Barrier coverage with wireless sensors , 2007, Wirel. Networks.

[17]  Amotz Bar-Noy,et al.  Maximizing Network Lifetime on the Line with Adjustable Sensing Ranges , 2011, ALGOSENSORS.

[18]  Haitao Wang,et al.  Optimal Point Movement for Covering Circular Regions , 2013, Algorithmica.

[19]  Shiming He,et al.  An efficient privacy-preserving compressive data gathering scheme in WSNs , 2015, Inf. Sci..

[20]  Dror Rawitz,et al.  Maximizing Barrier Coverage Lifetime with Mobile Sensors , 2017, SIAM J. Discret. Math..

[21]  Zhu Wang,et al.  Maximizing capacity with power control under physical interference model in duplex mode , 2012, 2012 Proceedings IEEE INFOCOM.

[22]  Jie Wang,et al.  Barrier Coverage of Line-Based Deployed Wireless Sensor Networks , 2009, IEEE INFOCOM 2009.

[23]  Vinayak S. Naik,et al.  A line in the sand: a wireless sensor network for target detection, classification, and tracking , 2004, Comput. Networks.

[24]  Zhu Wang,et al.  Wireless coverage with disparate ranges , 2011, MobiHoc '11.