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We are interested in designing an efficient data collection tree routing, focusing on three optimization objectives: energy efficiency, transport capacity, and hop-diameter (delay).
Self-report (SR) is an efficient data collection method.
"Addressing these challenges often requires coordinated monitoring, efficient data collection, and increased communication and cooperation between scientists and citizens.
Mobile actor is a promising tool for wireless sensor and actor networks (WSANs) provisioning energy and time efficient data collection.
The TERN AusPlots Rangelands field data collection system has been developed to facilitate simple and efficient data collection by ecologists operating in the Australian outback.
The designed system can be trained for a specific sample and allows for unsupervised but efficient data collection imitating the working mode of an experienced microscopist.
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Valid data are also essential, thus warranting the design of an efficient and effective data collection and management function.
In this paper, we propose a data aggregation scheme based on overlapping rate of sensing area, namely AggOR, aiming for energy-efficient data collection in wireless sensor networks with high information accuracy.
The rest of the paper is organized as follows: Section 2 presents an overview of state-of-the-art methods for energy-efficient data collection.
Compressed sensing, which is a signal processing technique which delivers a full recovery of signals from far fewer measurements, has been applied for energy-efficient data collection in sensor networks[26].
Data compression has also been extensively explored in the context of energy-efficient data collection in WSNs, based on the premise that data processing is less demanding in terms of energy consumption compared to transmission; hence, energy reduction can be achieved.
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