Journal ArticleDOI
HYMN: A Novel Hybrid Multi-Hop Routing Algorithm to Improve the Longevity of WSNs
TLDR
This paper proposes HYbrid Multi-hop routiNg (HYMN) algorithm, which is a hybrid of the two contemporary multi-hop routing algorithm architectures, namely, flat multi- Hop routing that utilizes efficient transmission distances, and hierarchical multi-Hop routing algorithms that capitalizes on data aggregation.Abstract:
Power-aware routing in Wireless Sensor Networks (WSNs) is designed to adequately prolong the lifetime of severely resource-constrained ad hoc wireless sensor nodes}. Recent research has identified the energy hole problem in single sink-based WSNs, a characteristic of the many-to-one (convergecast) traffic patterns. In this paper, we propose HYbrid Multi-hop routiNg (HYMN) algorithm, which is a hybrid of the two contemporary multi-hop routing algorithm architectures, namely, flat multi-hop routing that utilizes efficient transmission distances, and hierarchical multi-hop routing algorithms that capitalizes on data aggregation. We provide rigorous mathematical analysis for HYMN-optimize it and model its power consumption. In addition, through extensive simulations, we demonstrate the effective performance of HYMN in terms of superior connectivity.read more
Citations
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Journal ArticleDOI
State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems
Zubair Md. Fadlullah,Fengxiao Tang,Bomin Mao,Nei Kato,Osamu Akashi,Takeru Inoue,Kimihiro Mizutani +6 more
TL;DR: An overview of the state-of-the-art deep learning architectures and algorithms relevant to the network traffic control systems, and a new use case, i.e., deep learning based intelligent routing, which is demonstrated to be effective in contrast with the conventional routing strategy.
Proceedings ArticleDOI
Toward Optimal Allocation of Location Dependent Tasks in Crowdsensing
TL;DR: A pricing mechanism based on bargaining theory is designed, in which the price of each task is determined by the performing cost and market demand (i.e., the number of mobile users who intend to perform the task).
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Detecting Faulty Nodes with Data Errors for Wireless Sensor Networks
TL;DR: FIND is proposed, a novel method to detect nodes with data faults that neither assumes a particular sensing model nor requires costly event injections and shows that average ranking difference is a provable indicator of possible data faults.
Journal ArticleDOI
Achieving Source Location Privacy and Network Lifetime Maximization Through Tree-Based Diversionary Routing in Wireless Sensor Networks
TL;DR: A novel tree-based diversionary routing scheme for preserving source location privacy using hide and seek strategy to create diversionary or decoy routes along the path to the sink from the real source, where the end of each diversionary route is a decoy (fake source node), which periodically emits fake events.
References
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A survey on sensor networks
TL;DR: The current state of the art of sensor networks is captured in this article, where solutions are discussed under their related protocol stack layer sections.
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An application-specific protocol architecture for wireless microsensor networks
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HEED: a hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks
O. Younis,Sonia Fahmy +1 more
TL;DR: It is proved that, with appropriate bounds on node density and intracluster and intercluster transmission ranges, HEED can asymptotically almost surely guarantee connectivity of clustered networks.
Journal ArticleDOI
Routing techniques in wireless sensor networks: a survey
TL;DR: A survey of state-of-the-art routing techniques in WSNs is presented and the design trade-offs between energy and communication overhead savings in every routing paradigm are studied.
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