2010
DOI: 10.1109/jsac.2010.100924
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Maximizing area throughput in clustered wireless sensor networks

Abstract: In this paper we present a mathematical model to study a multi-sink Wireless Sensor Network (WSN). Both sensors and sinks are assumed to be Poisson distributed in a given finite domain. Sinks send periodic queries, and each sensor transmits its sample to a sink, selected among those that are audible, thus creating a clustered network. Our aim is to describe how the Area Throughput, defined as the amount of samples per unit of time successfully transmitted to the sinks from the given area, depends on the densit… Show more

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Cited by 22 publications
(13 citation statements)
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“…In the same direction, the authors in [5] conclude that, compared to other PP models, the class of poisson cluster processes (PCPs) better captures the key spatial depedencies in sensor networks, military platoons, and urban networks with dense hotspots. Besides, the ThCP belongs to the class of PCPs that have been extensively used to model the spatial distribution of sensors [8], femtocells [9], hotspots [5], and generic WNEs [6], [7], around their upper-tier WNEs. Notably, the ThCP model is also a good fit for the spatial distribution of remote radio units (RRU) around centralized processing units (CPUs), a.k.a.…”
Section: Discussion On the System Modelmentioning
confidence: 99%
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“…In the same direction, the authors in [5] conclude that, compared to other PP models, the class of poisson cluster processes (PCPs) better captures the key spatial depedencies in sensor networks, military platoons, and urban networks with dense hotspots. Besides, the ThCP belongs to the class of PCPs that have been extensively used to model the spatial distribution of sensors [8], femtocells [9], hotspots [5], and generic WNEs [6], [7], around their upper-tier WNEs. Notably, the ThCP model is also a good fit for the spatial distribution of remote radio units (RRU) around centralized processing units (CPUs), a.k.a.…”
Section: Discussion On the System Modelmentioning
confidence: 99%
“…In parallel, a considerable amount of works identify that the locations of short-range WNEs are not completely random, e.g. sensors [8], femtocells [9], hotspots [5], or more generic WNEs [6], [7], while they typically form clusters around other WNEs of higher radii. Different from the aforementioned works, in this paper we propose an M -tier HWN model that accounts for both the multi-tiered structure of the present HWN and the clustering of short-range WNEs around WNEs of higher radii.…”
Section: A Related Workmentioning
confidence: 99%
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“…Throughput is measured to find the rate of successful delivered messages within a network which is represented as data packets delivered per second as shown in [36] Throughput = ∑ Delivered Packets ∑ Total Simulation Time * (Packet Size) .…”
Section: Rtvc Performance Evaluationmentioning
confidence: 99%
“…Throughput shows the number of data packets delivered per second successfully as shown below in (2) [37].…”
Section: A Throughputmentioning
confidence: 99%