Quality of service based hierarchical resource allocation algorithm

Cheng DING; Jinrong CHEN; Xiaodong CAO; Yi WANG

doi:10.11959/j.issn.1000-0801.2022005

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Quality of service based hierarchical resource allocation algorithm

Research and Development | 更新时间：2024-06-05

- Quality of service based hierarchical resource allocation algorithm
- Telecommunications Science Vol. 38, Issue 1, Pages: 102-111(2022)
- 作者机构：
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- DOI：10.11959/j.issn.1000-0801.2022005
  CLC： TP393
- Published Online：2022-01，
  
  Published：20 January 2022
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Cheng DING, Jinrong CHEN, Xiaodong CAO, et al. Quality of service based hierarchical resource allocation algorithm[J]. Telecommunications science, 2022, 38(1): 102-111.
DOI：

Cheng DING, Jinrong CHEN, Xiaodong CAO, et al. Quality of service based hierarchical resource allocation algorithm[J]. Telecommunications science, 2022, 38(1): 102-111. DOI： 10.11959/j.issn.1000-0801.2022005.

摘要

摘要：无线传感器网络（wireless sensor network，WSN）具有节点体积小、成本低、感知能力强等优势，被广泛应用于物联网（internet of things，IoT）场景中。如何在保证WSN负载平衡的前提下，提高业务服务质量（quality of service，QoS）成为众多学者关注的问题。在研究WSN中基于启发式的资源分配方法和基于层次化结构的资源分配方法基础上，提出了一种基于服务质量的层次化结构资源分配算法（quality of service based hierarchical resource allocation algorithm，QoSHRA）。首先，利用基于低能耗自适应聚类层次（low-energy adaptive clustering hierarchy，LEACH）协议的资源分配方法使整个网络形成层次化结构；然后，利用QoSHRA进行资源分配。仿真结果表明，QoSHRA 在保证网络负载平衡的前提下，进一步节约了网络传输能耗，保障了业务分配的有效性，提高了网络资源的QoS需求满足率。

Abstract

Wireless sensor network (WSN) is widely used in the internet of things (IoT) scene because of its small size

low cost and strong sensing ability.How to improve the quality of service (QoS) under the premise of load balancing in WSN has become the focus of many scholars.Based on the study of heuristic resource allocation method and hierarchical structure resource allocation method in WSN

a quality of service based hierarchical resource allocation algorithm (QoSHRA) was proposed.Firstly

the resource allocation method based on low energy adaptive clustering hierarchy (LEACH) made the whole network form a hierarchical structure.Then

QoSHRA was used for resource allocation.The simulation results show that QoSHRA can further save the energy consumption of network transmission

ensure the effectiveness of service allocation

and improve the satisfaction rate of network resource QoS requirements on the premise of ensuring network load balancing.

关键词

Keywords

references

PORTILLA J , MUJICA G , LEE J S , et al . The extreme edge at the bottom of the internet of things:a review [J ] . IEEE Sensors Journal , 2019 , 19 ( 9 ): 3179 - 3190 .

ATZORI L , IERA A , MORABITO G . The internet of things:a survey [J ] . Computer Networks , 2010 , 54 ( 15 ): 2787 - 2805 .

Attia T M , . Challenges and opportunities in the future applications of IoT technology [C ] // Proceedings of 2nd Europe-Middle East-North African Regional ITS Conference . New York:International Telecommunications Society (ITS) , 2019 :52.

XU N . A survey of sensor network applications [J ] . Ad Hoc ＆Sensor Wireless Networks , 2002 , 25 ( 1 ): 1 - 44 .

GAUTAM P R , KUMAR S , VERMA A , et al . Energy-efficient localisation of sensor nodes in WSNs using single beacon node [J ] . IET Communications , 2020 , 14 ( 9 ): 1459 - 1466 .

XUE J B , ZHANG T , WANG W H . A routing algorithm based on high energy efficiency in cooperation WSN [M ] // Lecture Notes in Electrical Engineering . London : Springer London , 2013 : 129 - 136 .

BEIRANVAND Z , PATOOGHY A , FAZELI M . I-LEACH:an efficient routing algorithm to improve performance ＆ to reduce energy consumption in Wireless Sensor Networks [C ] // Proceedings of 5th Conference on Information and Knowledge Technology . Piscataway:IEEE Press , 2013 : 13 - 18 .

KONG P Y , LIU C W , JIANG J A . Cost-efficient placement of communication connections for transmission line monitoring [J ] . IEEE Transactions on Industrial Electronics , 2017 , 64 ( 5 ): 4058 - 4067 .

DU L , WANG C S , LI X Z , et al . A novel power supply of online monitoring systems for power transmission lines [J ] . IEEE Transactions on Industrial Electronics , 2010 , 57 ( 8 ): 2889 - 2895 .

SHARMA R , KUMAR N . QoS-alert Markov chain based scheduling scheme in Internet of Things [C ] // Proceedings of 2015 IEEE Globecom Workshops (GC Wkshps) . Piscataway:IEEE Press , 2015 : 1 - 6 .

LI P , XU S Y , SUN K , et al . A path planning method of wireless sensor networks based on service priority [C ] // Proceedings of 2017 13th International Conference on Network and Service Management (CNSM) . Piscataway:IEEE Press , 2017 : 1 - 4 .

DING C , XU S Y , CHEN X Y , et al . A delay and Load-balancing based hierarchical route planning method for transmission line IoT sensing and monitoring applications [C ] // Proceedings of 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM) . Piscataway:IEEE Press , 2019 : 207 - 215 .

陆俊 , 朱炎平 , 徐志强 , 等 . 面向输电线路监测的无线传感网络可靠路由方法研究 [J ] . 电网技术 , 2017 , 41 ( 2 ): 644 - 650 .

LU J , ZHU Y P , XU Z Q , et al . A reliable wireless sensor network routing method for power transmission line monitoring [J ] . Power System Technology , 2017 , 41 ( 2 ): 644 - 650 .

吕涛 . 无线传感器网络分簇路由协议及其应用研究 [D ] . 成都:电子科技大学 , 2013 .

LÜ T . Research on cluster-based routing protocol and its application for wireless sensor networks [D ] . Chengdu:University of Electronic Science and Technology of China , 2013 .

罗杰 . 输电线路状态监测中的无线传感器网络时延研究 [D ] . 长沙:湖南大学 , 2014 .

LUO J . Research on delay of wireless sensor network in transmission line condition monitoring [D ] . Changsha:Hunan University , 2014 .

KUMAR DEVA SARMA H , RAI P , DEKA B . Energy efficient communication protocol for wireless sensor networks with mobile node [C ] // Proceedings of International Conference on Recent Advances and Innovations in Engineering (ICRAIE-2014) . Piscataway:IEEE Press , 2014 : 1 - 6 .

PAUL A K , SATO T . Effective data gathering and energy efficient communication protocol in wireless sensor network [C ] // Proceedings of 2011 The 14th International Symposium on Wireless Personal Multimedia Communications (WPMC) . Piscataway:IEEE Press , 2011 : 1 - 5 .

ZHU H , LI Q S , SHAO M C , et al . A Load-balancing and Fault-tolerant based route planning algorithm for wireless sensor networks [C ] // Proceedings of 2018 IEEE International Conference on Electronics and Communication Engineering (ICECE) . Piscataway:IEEE Press , 2018 : 81 - 85 .

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