A P2P multi-path routing algorithm based on Skyline operator for data aggregation in IoMT environments

被引:1
|
作者
Kertiou, Ismail [1 ]
Laouid, Abdelkader [1 ]
Saber, Benharzallah [2 ]
Hammoudeh, Mohammad [3 ]
Alshaikh, Muath [4 ]
机构
[1] Univ El Oued, LIAP Lab, El Oued, Algeria
[2] Univ Batna 2, Comp Sci, Batna, Algeria
[3] King Fahad Univ Petr & Minerals, Informat & Comp Sci Dept, Dhahran, Saudi Arabia
[4] Saudi Elect Univ, Coll Comp & Informat, Comp Sci Dept, Riyadh, Saudi Arabia
关键词
Internet of Medical Things; Healthcare; Data routing; Routing metrics; Wireless sensor networks; Skyline; Distributed systems; LOW-POWER; PROTOCOL; FRAMEWORK; INTERNET;
D O I
10.7717/peerj-cs.1682
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The integration of Internet of Things (IoT) technologies, particularly the Internet of Medical Things (IoMT), with wireless sensor networks (WSNs) has revolutionized the healthcare industry. However, despite the undeniable benefits of WSNs, their limited communication capabilities and network congestion have emerged as critical challenges in the context of healthcare applications. This research addresses these challenges through a dynamic and on-demand route-finding protocol called P2PIoMT, based on LOADng for point-to-point routing in IoMT. To reduce congestion, dynamic composite routing metrics allow nodes to select the optimal parent based on the application requirements during the routing discovery phase. Nodes running the proposed routing protocol use the multi-criteria decision-making Skyline technique for parent selection. Experimental evaluation results show that P2P-IoMT protocol outperforms its best rivals in the literature in terms of residual network energy and packet delivery ratio. The network lifetime is extended by 4% while achieving a comparable packet delivery ratio and communication delay compared to LRRE. These performances are offered on top of the dynamic path selection and configurable route metrics capabilities of P2P-IoMT.
引用
收藏
页数:28
相关论文
共 50 条
  • [1] Study on Multi-Path Transmission Model based on P2P Overlay Networks for Streaming Data
    Jing, Guochao
    Tsuchiya, Takeshi
    Sawano, Hiroaki
    Kugimoto, Takeshi
    Sebayashi, Katsuhiro
    Akashi, Osamu
    Maruyama, Mitsuru
    Koyanagi, Keiichi
    2009 9TH ANNUAL INTERNATIONAL SYMPOSIUM ON APPLICATIONS AND THE INTERNET, 2009, : 271 - +
  • [2] A Routing Protocol Based on Multi-Path Data Aggregation for Sensor Networks
    Xu, Kaihua
    Wang, Ya
    Liu, Yuhua
    2006 10TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, VOLS 1 AND 2, PROCEEDINGS, 2006, : 1017 - +
  • [3] Design of multi-path data routing algorithm based on network reliability
    Dasgupta, Mou
    Biswas, G. P.
    COMPUTERS & ELECTRICAL ENGINEERING, 2012, 38 (06) : 1433 - 1443
  • [4] An Intelligent Search Algorithm based on Skyline Query in Unstructured P2P Systems
    Wang, Xinsheng
    Cui, Xiaowei
    Dong, Leigang
    Wang, Zhenyu
    Liu, Jun
    FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 4, PROCEEDINGS, 2008, : 322 - +
  • [5] An improved algorithm for P2P routing selection based on clustering
    Liu, Zhenpeng
    Lv, Ning
    Ning, Yufu
    Wang, Pei
    2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 3, 2008, : 243 - 247
  • [6] HIERAS: A DHT based hierarchical P2P routing algorithm
    Xu, ZY
    Min, R
    Hu, YM
    2003 INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING, PROCEEDINGS, 2003, : 187 - 194
  • [7] An Improvement to the Chord-based P2P Routing Algorithm
    Chen, Dong
    Tan, Zhenhua
    Chang, Guiran
    Wang, Xingwei
    2009 FIFTH INTERNATIONAL CONFERENCE ON SEMANTICS, KNOWLEDGE AND GRID (SKG 2009), 2009, : 266 - 269
  • [8] A multicast routing algorithm for P2P networks
    Jiang, TY
    Zhong, A
    GRID AND COOPERATIVE COMPUTING, PT 1, 2004, 3032 : 452 - 455
  • [9] Directional Multi-path Routing Algorithm Based on BLE Mesh
    Li, Rui
    Li, Xiaohui
    2019 CROSS STRAIT QUAD-REGIONAL RADIO SCIENCE AND WIRELESS TECHNOLOGY CONFERENCE (CSQRWC), 2019,
  • [10] Traffic prediction algorithm based on multi-path routing for MANETs
    Mamatha, C. R.
    Ramakrishna, M.
    INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2021, 12 : 2067 - 2076