Maximizing barrier coverage lifetime with static sensors
Menachem Poss () and
Dror Rawitz ()
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Menachem Poss: Bar-Ilan University
Dror Rawitz: Bar-Ilan University
Journal of Scheduling, 2022, vol. 25, issue 5, No 3, 535-545
Abstract:
Abstract We study variants of the Strip Cover problem (SC) in which sensors with limited battery power are deployed on a line barrier, and the goal is to cover the barrier as long as possible. The energy consumption of a sensor depends on its sensing radius: Energy is drained in proportion to the sensor radius raised to a constant exponent $$\alpha \ge 1$$ α ≥ 1 . In the Set Once Strip Cover problem (OnceSC), the radius of each sensor can be set once, and the sensor can be activated at any time. $$\textsc {SC} _k$$ SC k and $$\textsc {OnceSC} _k$$ O N C E SC k are variants of SC and OnceSC, respectively, in which each sensor is associated with a set of at most k predetermined radii. It was previously known that OnceSC is NP-hard when $$\alpha = 1$$ α = 1 , and the complexity of the case where $$\alpha >1$$ α > 1 remained open. We extend the above-mentioned NP-hardness result in two ways: We show that OnceSC is NP-hard for every $$\alpha > 1$$ α > 1 and that OnceSC is strongly NP-hard for $$\alpha = 1$$ α = 1 . In addition, we show that $$\textsc {OnceSC} _k$$ O N C E SC k , for $$k \ge 2$$ k ≥ 2 , is NP-hard, for any $$\alpha \ge 1$$ α ≥ 1 , even for uniform radii sets. On the positive side, we present (i) a $$5\gamma ^\alpha $$ 5 γ α -approximation algorithm for $$\textsc {OnceSC} _k$$ O N C E SC k , for $$k \ge 1$$ k ≥ 1 , where $$\gamma $$ γ is the maximum ratio between two radii associated with the same sensor; (ii) a 5-approximation algorithm for $$\textsc {SC} _k$$ SC k , for every $$k \ge 1$$ k ≥ 1 ; and (iii) a $$(5+\varepsilon )$$ ( 5 + ε ) -approximation algorithm for Strip Cover, for any constant $$\varepsilon >0$$ ε > 0 . Finally, we present an $$O(n \log n)$$ O ( n log n ) -time algorithm for a variant of $$\textsc {OnceSC} _k$$ O N C E SC k in which all sensors must be activated at the same time.
Keywords: Approximation algorithm; Barrier coverage; Network lifetime; Sensor networks; Strip cover (search for similar items in EconPapers)
Date: 2022
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DOI: 10.1007/s10951-022-00736-8
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