Ping-Pong Free Advanced and Energy Efficient Sensor Relocation for IoT-Sensory Network

With the growing interest in big data technology, mobile IoT devices play an essential role in data collection. Generally, IoT sensor nodes are randomly distributed to areas where data cannot be easily collected. Subsequently, when data collection is impossible (i.e., sensing holes occurrence situat...

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Main Authors: Moonseong Kim, Sooyeon Park, Woochan Lee
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/19/5654
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spelling doaj-00e39a4628584b1da1a0bb83cf6360e12020-11-25T02:48:10ZengMDPI AGSensors1424-82202020-10-01205654565410.3390/s20195654Ping-Pong Free Advanced and Energy Efficient Sensor Relocation for IoT-Sensory NetworkMoonseong Kim0Sooyeon Park1Woochan Lee2Department of Liberal Arts, Seoul Theological University, Bucheon 14754, KoreaDepartment of Electrical Engineering, Incheon National University, Incheon 22012, KoreaDepartment of Electrical Engineering, Incheon National University, Incheon 22012, KoreaWith the growing interest in big data technology, mobile IoT devices play an essential role in data collection. Generally, IoT sensor nodes are randomly distributed to areas where data cannot be easily collected. Subsequently, when data collection is impossible (i.e., sensing holes occurrence situation) due to improper placement of sensors or energy exhaustion of sensors, the sensors should be relocated. The cluster header in the sensing hole sends requests to neighboring cluster headers for the sensors to be relocated. However, it can be possible that sensors in the specific cluster zones near the sensing hole are continuously requested to move. With this knowledge, there can be a ping-pong problem, where the cluster headers in the neighboring sensing holes repeatedly request the movement of the sensors in the counterpart sensing hole. In this paper, we first proposed the near-uniform selection and movement scheme of the sensors to be relocated. By this scheme, the energy consumption of the sensors can be equalized, and the sensing capability can be extended. Thus the network lifetime can be extended. Next, the proposed relocation protocol resolves a ping-pong problem using queues with request scheduling. Another crucial contribution of this paper is that performance was analyzed using the fully-customed OMNeT++ simulator to reflect actual environmental conditions, not under over-simplified artificial network conditions. The proposed relocation protocol demonstrates a uniform and energy-efficient movement with ping-pong free capability.https://www.mdpi.com/1424-8220/20/19/5654mobile IoThopping sensorsensory data networkingrelocation protocolenergy-efficient protocolping-pong problem
collection DOAJ
language English
format Article
sources DOAJ
author Moonseong Kim
Sooyeon Park
Woochan Lee
spellingShingle Moonseong Kim
Sooyeon Park
Woochan Lee
Ping-Pong Free Advanced and Energy Efficient Sensor Relocation for IoT-Sensory Network
Sensors
mobile IoT
hopping sensor
sensory data networking
relocation protocol
energy-efficient protocol
ping-pong problem
author_facet Moonseong Kim
Sooyeon Park
Woochan Lee
author_sort Moonseong Kim
title Ping-Pong Free Advanced and Energy Efficient Sensor Relocation for IoT-Sensory Network
title_short Ping-Pong Free Advanced and Energy Efficient Sensor Relocation for IoT-Sensory Network
title_full Ping-Pong Free Advanced and Energy Efficient Sensor Relocation for IoT-Sensory Network
title_fullStr Ping-Pong Free Advanced and Energy Efficient Sensor Relocation for IoT-Sensory Network
title_full_unstemmed Ping-Pong Free Advanced and Energy Efficient Sensor Relocation for IoT-Sensory Network
title_sort ping-pong free advanced and energy efficient sensor relocation for iot-sensory network
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-10-01
description With the growing interest in big data technology, mobile IoT devices play an essential role in data collection. Generally, IoT sensor nodes are randomly distributed to areas where data cannot be easily collected. Subsequently, when data collection is impossible (i.e., sensing holes occurrence situation) due to improper placement of sensors or energy exhaustion of sensors, the sensors should be relocated. The cluster header in the sensing hole sends requests to neighboring cluster headers for the sensors to be relocated. However, it can be possible that sensors in the specific cluster zones near the sensing hole are continuously requested to move. With this knowledge, there can be a ping-pong problem, where the cluster headers in the neighboring sensing holes repeatedly request the movement of the sensors in the counterpart sensing hole. In this paper, we first proposed the near-uniform selection and movement scheme of the sensors to be relocated. By this scheme, the energy consumption of the sensors can be equalized, and the sensing capability can be extended. Thus the network lifetime can be extended. Next, the proposed relocation protocol resolves a ping-pong problem using queues with request scheduling. Another crucial contribution of this paper is that performance was analyzed using the fully-customed OMNeT++ simulator to reflect actual environmental conditions, not under over-simplified artificial network conditions. The proposed relocation protocol demonstrates a uniform and energy-efficient movement with ping-pong free capability.
topic mobile IoT
hopping sensor
sensory data networking
relocation protocol
energy-efficient protocol
ping-pong problem
url https://www.mdpi.com/1424-8220/20/19/5654
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