2016
DOI: 10.1049/iet-wss.2014.0120
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Data collection using miniature aerial vehicles in wireless sensor networks

Abstract: Energy constraints of sensor nodes in wireless sensor networks (WSNs) is a major challenge and minimising the overall data transmitted across a network using data aggregation, distributed source coding, and compressive sensing have been proposed as mechanisms for energy saving. Similarly, use of mobile nodes capable of relocating within the network has been widely explored for energy saving. In this study, the authors propose a novel method for using miniature aerial vehicles for data collection instead of act… Show more

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Cited by 27 publications
(23 citation statements)
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References 20 publications
(47 reference statements)
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“…Sink mobility was adopted in previous research [ 99 , 100 ]. Mathur et al [ 99 ] proposed a novel mechanism that adopts unmanned aerial vehicles (UAV) to gather data from forest regions instead of classical sensing from nodes deployed in WSN. The proposed method enables the UAV to collect data from WSN in harsh terrain and transmit it to the base station situated far from the sensing area.…”
Section: Agriculture-based Energy-efficient Schemes In Literaturementioning
confidence: 99%
“…Sink mobility was adopted in previous research [ 99 , 100 ]. Mathur et al [ 99 ] proposed a novel mechanism that adopts unmanned aerial vehicles (UAV) to gather data from forest regions instead of classical sensing from nodes deployed in WSN. The proposed method enables the UAV to collect data from WSN in harsh terrain and transmit it to the base station situated far from the sensing area.…”
Section: Agriculture-based Energy-efficient Schemes In Literaturementioning
confidence: 99%
“…After reviewing the existing mechanism of clustering optimization, the following are the open‐end research problems identified: Adoption of iterative approach: Majority of the existing mechanism have used iterative mechanism towards performing clustering operation. Multiple rounds of similar operation are carried out in recursive order for finding the best cluster head is witnessed.…”
Section: Research Problemmentioning
confidence: 99%
“…In a challenging environment like terrain, it is essential to have better control of the topology. Mobility of sink node is one good option, but existing approaches [45][46][47][48][49][50] have diversified the focus on mobility limited to data aggregation and less towards the energy efficiency. Therefore, the applicability of such studies towards proper topology control cannot be claimed.…”
Section: Research Problemmentioning
confidence: 99%
“…Near-field techniques are adopted for applications where the distance between the transmitter and receiver is On the other hand, unmanned aerial vehicles (UAV), commonly known as drones, are an emerging technology that can help future networks achieve better communication performances than the actual base station based networks [3,4]. In addition, due to their mobility and flexibility, UAVs have represented a key enabling technology for the development of a wide range of very innovative applications such as surveillance and military applications [5][6][7], search and rescue operations [8][9][10], remote sensing activities in which UAVs collect the data from sensors and deliver the collected data to ground base stations [11][12][13][14][15], construction and infrastructure inspection [16][17][18][19], precision agriculture for crop management and monitoring [12,[20][21][22], and the delivery of goods [23]. Generally, commercial UAVs come with lithium batteries that provide power for approximately 20-40 minutes of flying time [24].…”
Section: Introductionmentioning
confidence: 99%