Design and Improvement of Routing Protocol for Field Observation Instrument Networking Based on LEACH Protocol

Field observation instruments in cold and arid areas are deployed with many difficulties caused by the harsh natural environment, which leads to the lag of information acquisition ability and severely restricts the geoscience research in these areas. Therefore, it is urgent to study the suitable rou...

Full description

Bibliographic Details
Main Authors: Jiuyuan Huo, Xingyue Deng, Hamzah Murad Mohammed Al-Neshmi
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Journal of Electrical and Computer Engineering
Online Access:http://dx.doi.org/10.1155/2020/8059353
id doaj-d92df48e380445dd8d9d62ada79d34d1
record_format Article
spelling doaj-d92df48e380445dd8d9d62ada79d34d12021-07-02T10:12:58ZengHindawi LimitedJournal of Electrical and Computer Engineering2090-01472090-01552020-01-01202010.1155/2020/80593538059353Design and Improvement of Routing Protocol for Field Observation Instrument Networking Based on LEACH ProtocolJiuyuan Huo0Xingyue Deng1Hamzah Murad Mohammed Al-Neshmi2School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, ChinaSchool of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, ChinaSchool of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, ChinaField observation instruments in cold and arid areas are deployed with many difficulties caused by the harsh natural environment, which leads to the lag of information acquisition ability and severely restricts the geoscience research in these areas. Therefore, it is urgent to study the suitable routing technology of observation instrument networks according to the characteristics of cold and arid areas. In this paper, we have studied and designed an improved routing protocol for the field observation instruments network based on the LEACH protocol (FOI-LEACH). Firstly, the FOI-LEACH was proposed to mainly improve the LEACH protocol in three aspects: (1) the network nodes are heterogeneous and combined with the characteristics of field observation instrument networking. The residual energy and the rechargeable energy of nodes are added in the process of cluster head (CH) election to reduce the risk of premature death of CHs and shortened network life cycle caused by the selection of nodes with less energy as CH. (2) In the process of cluster forming, the distance from CH to the base station (BS) and the residual energy of CH is considered when setting the cluster radius, to reasonably plan the cluster size and alleviate the “hot spot” problem. The nonuniform distribution of clusters in the network is enhanced to balance the total network energy consumption. (3) The autonomous zone-based multihop routing mechanism is adopted to solve the low reliability of data transmission caused by the poor quality of intercluster communication links and premature death of nodes in long-distance transmission. Then, MATLAB was used to compare the network routing protocol model of the observation instrument from four aspects, network life, energy consumption rate, stability, and throughput. The results showed that the improved algorithm FOI-LEACH balances the network energy consumption and alleviates the “hot spot” problem, to extend the lifetime of network nodes.http://dx.doi.org/10.1155/2020/8059353
collection DOAJ
language English
format Article
sources DOAJ
author Jiuyuan Huo
Xingyue Deng
Hamzah Murad Mohammed Al-Neshmi
spellingShingle Jiuyuan Huo
Xingyue Deng
Hamzah Murad Mohammed Al-Neshmi
Design and Improvement of Routing Protocol for Field Observation Instrument Networking Based on LEACH Protocol
Journal of Electrical and Computer Engineering
author_facet Jiuyuan Huo
Xingyue Deng
Hamzah Murad Mohammed Al-Neshmi
author_sort Jiuyuan Huo
title Design and Improvement of Routing Protocol for Field Observation Instrument Networking Based on LEACH Protocol
title_short Design and Improvement of Routing Protocol for Field Observation Instrument Networking Based on LEACH Protocol
title_full Design and Improvement of Routing Protocol for Field Observation Instrument Networking Based on LEACH Protocol
title_fullStr Design and Improvement of Routing Protocol for Field Observation Instrument Networking Based on LEACH Protocol
title_full_unstemmed Design and Improvement of Routing Protocol for Field Observation Instrument Networking Based on LEACH Protocol
title_sort design and improvement of routing protocol for field observation instrument networking based on leach protocol
publisher Hindawi Limited
series Journal of Electrical and Computer Engineering
issn 2090-0147
2090-0155
publishDate 2020-01-01
description Field observation instruments in cold and arid areas are deployed with many difficulties caused by the harsh natural environment, which leads to the lag of information acquisition ability and severely restricts the geoscience research in these areas. Therefore, it is urgent to study the suitable routing technology of observation instrument networks according to the characteristics of cold and arid areas. In this paper, we have studied and designed an improved routing protocol for the field observation instruments network based on the LEACH protocol (FOI-LEACH). Firstly, the FOI-LEACH was proposed to mainly improve the LEACH protocol in three aspects: (1) the network nodes are heterogeneous and combined with the characteristics of field observation instrument networking. The residual energy and the rechargeable energy of nodes are added in the process of cluster head (CH) election to reduce the risk of premature death of CHs and shortened network life cycle caused by the selection of nodes with less energy as CH. (2) In the process of cluster forming, the distance from CH to the base station (BS) and the residual energy of CH is considered when setting the cluster radius, to reasonably plan the cluster size and alleviate the “hot spot” problem. The nonuniform distribution of clusters in the network is enhanced to balance the total network energy consumption. (3) The autonomous zone-based multihop routing mechanism is adopted to solve the low reliability of data transmission caused by the poor quality of intercluster communication links and premature death of nodes in long-distance transmission. Then, MATLAB was used to compare the network routing protocol model of the observation instrument from four aspects, network life, energy consumption rate, stability, and throughput. The results showed that the improved algorithm FOI-LEACH balances the network energy consumption and alleviates the “hot spot” problem, to extend the lifetime of network nodes.
url http://dx.doi.org/10.1155/2020/8059353
work_keys_str_mv AT jiuyuanhuo designandimprovementofroutingprotocolforfieldobservationinstrumentnetworkingbasedonleachprotocol
AT xingyuedeng designandimprovementofroutingprotocolforfieldobservationinstrumentnetworkingbasedonleachprotocol
AT hamzahmuradmohammedalneshmi designandimprovementofroutingprotocolforfieldobservationinstrumentnetworkingbasedonleachprotocol
_version_ 1721332383202934784