Title :
Line sweep coverage in wireless sensor networks
Author :
Gorain, Barun ; Mandal, Partha Sarathi
Author_Institution :
Dept. of Math., Indian Inst. of Technol. Guwahati, Guwahati, India
Abstract :
Traditional coverage in wireless sensor networks requires continuous monitoring of target objects or regions. Unlike traditional coverage, periodic monitoring by a set of mobile sensor nodes is sufficient in sweep coverage. The sweep coverage problem for covering a set of points is NP-hard and it cannot be approximated within a factor of 2 [15]. The sweep coverage problem for a given bounded region is also NP-hard [11]. In this paper, we study sweep coverage for covering a set of line segments on a plane. We prove that the problem is NP-hard and cannot be approximated within a factor 2. Our proposed algorithm achieves the best possible approximation factor 2. As an application of line sweep coverage problem we formulate a data gathering problem, where minimum number of data mules periodically collect data from a set of mobile sensor nodes. The mobile sensor nodes arbitrarily move along their paths, which are line segments. We prove that this problem is NP-hard and propose a 3 approximation algorithm to solve it.
Keywords :
approximation theory; computational complexity; data analysis; mobile computing; wireless sensor networks; NP-hard problem; approximation algorithm; approximation factor 2; continuous target object monitoring; continuous target region monitoring; data collection; data gathering problem; data mules; line sweep coverage problem; mobile sensor nodes; periodic monitoring; wireless sensor networks; Algorithm design and analysis; Approximation methods; Mobile communication; Monitoring; Topology; Wireless sensor networks; Approximation Algorithm; Data Gathering; Data Mule; Eulerian Graph; Mobile Sensor; Sweep Coverage; TSP; Wireless Networks;
Conference_Titel :
Communication Systems and Networks (COMSNETS), 2014 Sixth International Conference on
Conference_Location :
Bangalore
DOI :
10.1109/COMSNETS.2014.6734885