An intelligent agent-based routing structure for mobile sinks in WSNs

Kim, Jaewan; In, Jeongsik; Hur, Kyeong; Kim, Jin-Woo; Eom, Doo-Seop

doi:10.1109/tce.2010.5681105

Cited by 64 publications

(33 citation statements)

References 7 publications

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“…Minimum number of polling points are identified and shortest path is discovered using SDMA. In [14] nearest node to the sink is set as immediate relay node. This node send message for setting path to the agent along path.…”

Section: Related Workmentioning

confidence: 99%

Mobile Sink Path Optimization for Data Gathering Using Neural Networks in WSN

Kaura¹,

Narula²

2017

IJWMT

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Wireless sensor networks are being used for various applications for collection of heterogeneous data. Hotspot problem is major issue of concern that affects the connectivity of entire network along with decreasing lifetime of network. The focus in this paper is lies on optimizing the path followed by the mobile sink for collection of data. The proposed work aims at reducing the hotspot problem and increasing the lifetime. A trained neural network is used to select the best route to be followed by mobile sink. In the proposed work, the stop points are identified which allow the communication between the nodes and the movable sink. The experimental results of the work carried out show that tour length of the sink is greatly reduced and the network lifetime (number of rounds) is increased. Increased lifetime also handles the problem of hotspots.Index Terms: Wireless sensor network, trained neural network, stop points, cluster head.

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Section: Related Workmentioning

confidence: 99%

Mobile Sink Path Optimization for Data Gathering Using Neural Networks in WSN

Kaura¹,

Narula²

2017

IJWMT

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“…The authors in [4] say that when the sink moves along the area, the frequent location updates of it will lead to higher consumption of energy by sensors. They propose an efficient algorithm named IAR, an Intelligent Agent-based Routing protocol.…”

Section: Review Of Literaturementioning

confidence: 99%

A Novel Energy Efficient Routing Algorithm for Wireless Sensor Networks Using Sink Mobility

Jose¹,

Sadashivappa²

2014

IJWMN

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“…Suppose the sink is static sensors around that sink are acts as convey nodes, so they deplete their energy quickly resulting energy holes. This problem [7][8][9][10][11][12] leads to an early disconnection of the network so sink is isolated from the other nodes because death of its neighboring nodes. Hence mobile sink is normally accepted as an effective way to remove this problem.…”

Section: Introduction:-mentioning

confidence: 99%