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Abstract: The processing capabilities of wireless sensor nodes enable to aggregate redundant data to limit total data flow over the network.
In this paper, we focus on sampling from a set of sensor nodes linked by a network and consider the prob- lem of extracting answers to queries about conditions.
In this paper, we propose a novel, distributed, weighted sampling algorithm to sample sensor network data and compare to an existing random sampling algorithm, ...
Oct 19, 2024 · The processing capabilities of wireless sensor nodes enable to aggregate redundant data to limit total data flow over the network.
Mar 24, 2023 · Bibliographic details on Deterministic Data Reduction in Sensor Networks.
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The results show that our approach (OAM-DR) has achieved up to 98% communication reduction while retaining or carrying a high accuracy, (i.e. the anticipated.
Oct 31, 2021 · This paper introduces a new method for prolonging the wireless sensor network's lifetime by reducing data transmissions between neighboring sensor nodes.
In this paper, we propose a novel, distributed, weighted sampling algorithm to sample sensor network data and compare to an existing random sampling algorithm, ...
Nov 25, 2024 · In WSN, data reduction forces the sensor nodes to stop transmitting the data when it is confident about regenerating the future data at the ...
The Two-Tier Data Reduction (TTDR) method is strongly urged to be used by both the sensor nodes and the gateway, which, individually, stand for the network's ...