Energy-efficient Boundary Detection for RF-Based Localization Systems
Journal
IEEE Transaction on Mobile Computing
Journal Volume
8
Journal Issue
1
Pages
29-40
Date Issued
2009
Author(s)
Abstract
Boundary detection is a form of location-aware services that aims at detecting targets crossing certain critical regions. Typically, a lower location sampling rate contributes to a lower level of energy consumption but in the meantime, delays the detection of boundary crossing events. Opting to enable energy-efficient boundary detection services, we propose a mobility-aware mechanism that adapts the location sampling rate to the target mobility. Results from our simulations and live experiments confirm that the proposed adaptive sampling mechanism is effective. In particular, when experimented with realistic errors measured from a live radio-frequency-based localization system, the energy consumption can be reduced significantly to 20 percent. © 2009 IEEE.
Subjects
Boundary detection; Energy efficiency; Indoor localization
SDGs
Other Subjects
Digital signal processing; Energy efficiency; Adaptive samplings; Boundary crossings; Boundary detection; Boundary detections; Critical regions; Detecting targets; Energy consumptions; Energy-efficient; Indoor localization; Localization systems; Location-aware services; Sampling rates; Image segmentation
Type
journal article
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