MAINT: Localization of Mobile Sensors with Energy Control

TL;DR

This paper introduces MAINT, a mobility-aware interpolation technique that reduces localization calls in wireless sensor networks, saving energy while maintaining acceptable position estimation accuracy.

Contribution

The paper proposes a novel mobility-aware interpolation method for sensor localization that outperforms existing schemes with low computational overhead and provides analytical error expressions.

Findings

MAINT reduces localization frequency and energy consumption.

The method maintains a stable error limit by adjusting localization intervals.

Simulation results confirm the analytical error predictions and energy savings.

Abstract

Localization is an important issue for Wireless Sensor Networks (WSN). A mobile sensor may change its position rapidly and thus require localization calls frequently. A localization may require network wide information and increase traffic over the network. It dissipates valuable energy for message communication. Thus localization is very costly. The control of the number of localization calls may save energy consumption, as it is rather expensive. To reduce the frequency of localization calls for a mobile sensor, we propose a technique that involves \textit{Mobility Aware Interpolation} (MAINT) for position estimation. It controls the number of localizations which gives much better result than the existing localization control schemes using mobility aware extrapolation. The proposed method involves very low arithmetic computation overheads. We find analytical expressions for the expected error in position estimation. A parameter, the time interval, has been introduced to externally control the energy dissipation. Simulation studies are carried out to compare the performances of the proposed method with some existing localization control schemes as well as the theoretical results. The simulation results shows that the expected error at any point of time may be computed from this expression. We have seen that constant error limit can be maintained increasing the time period of localization proportional to rate of change of direction of its motion. Increasing time period, the energy may be saved with a stable error limit.