A novel MILP model for timely message delivery in real-time WSNs

被引:0
|
作者
Ghoul-Bousba, Nassima [1 ]
Rebai, Maher [2 ]
Bouallouche-Medjkoune, Louiza [1 ]
Aissani, Djamil [1 ]
Khoukhi, Lyes [3 ]
机构
[1] Univ Bejaia, LaMOS Res Unit, Fac Exact Sci, Bejaia 06000, Algeria
[2] Univ Haute Alsace, Mathemat Informat & Applicat Lab, 12 Rue Freres Lumiere, F-68093 Mulhouse, France
[3] Univ Technol Troyes, CNRS UMRSTMR 6279, ICD ERA, Auton Networking Environm, 12 Rue Marie Curie, F-10010 Troyes, France
关键词
Healthcare monitoring; Wireless sensor networks; End-to-end delay; QoS; Mixed integer linear model; WIRELESS SENSOR NETWORKS; ENERGY; OPTIMIZATION; PROTOCOL;
D O I
10.1016/j.aeue.2018.08.006
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Packet delivery delay minimization is a critical issue in Wireless Sensor Networks. In mission-critical applications, the sensed information is highly delay-sensitive, and should be transmitted to the sink within a required delay. In this paper, we propose a new mixed integer linear programming model (MILP) to address the problem of end-to-end delay minimization of data transmission in delay sensitive applications such as healthcare monitoring. The proposed model simultaneously guarantees (1) timely delivery data packets, (2) network reliability, (3) connectivity, and (4) flow preservation. We verify by computational experiments that the developed mixed integer linear model, using Cplex, is able to provide an optimal solution for timely data packet delivery of all our small and medium size problems. (C) 2018 Elsevier GmbH. All rights reserved.
引用
收藏
页码:88 / 96
页数:9
相关论文
共 50 条
  • [1] Guaranteed message delivery time on real-time distributed systems
    Yang, TY
    Stiles, GS
    COMMUNICATING PROCESS ARCHITECTURES 2001, 2001, 59 : 149 - 165
  • [2] Providing Real-Time Message Delivery on Opportunistic Networks
    Santos, Rodrigo M.
    Orozco, Javier
    Ochoa, Sergio F.
    Meseguer, Roc
    Mosse, Daniel
    IEEE ACCESS, 2018, 6 : 40696 - 40712
  • [3] Timely and Efficient Information Delivery in Real-Time Industrial IoT Networks
    Farag, Hossam
    Vukobratovic, Dejan
    Munari, Andrea
    Stefanovic, Cedomir
    2023 IEEE 34TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, PIMRC, 2023,
  • [4] A Real-time Message Delivery Method of Publish/Subscribe Model in Distributed Cloud Environment
    Byun, Jun-Young
    Kim, Yunkon
    Son, A-Young
    Huh, Eui-Nam
    Hyun, Jae-Ho
    Kang, Kyung-Kook
    2017 IEEE INTERNATIONAL CONFERENCE ON CYBERNETICS AND COMPUTATIONAL INTELLIGENCE (CYBERNETICSCOM), 2017, : 102 - 107
  • [5] SM: Real-time multicast protocols for simultaneous message delivery
    Pulido, JM
    Lin, KJ
    FIFTH INTERNATIONAL CONFERENCE ON REAL-TIME COMPUTING SYSTEMS AND APPLICATIONS, PROCEEDINGS, 1998, : 66 - 73
  • [6] AdamRTP: Adaptive Multi-flows Real-time Multimedia Delivery over WSNs
    Zakaria, Aniss
    El-Marakby, Randa
    2009 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT 2009), 2009, : 440 - +
  • [7] Simulation framework for real-time database on WSNs
    Diallo, Ousmane
    Rodrigues, Joel J. P. C.
    Sene, Mbaye
    Lloret, Jaime
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2014, 39 : 191 - 201
  • [8] A Novel Queue Priority Algorithm for Real-time Message in VANETs
    Mi, Junwen
    Liu, Fuqiang
    Xu, Shangzhi
    Li, Qi
    INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL 2, PROCEEDINGS, 2008, : 919 - 923
  • [9] Improvement method of WSNs for real-time monitoring
    Zhao, X.-M. (xmzhao@chd.edu.cn), 1600, Chang'an University (12):
  • [10] MILP optimal path planning for real-time applications
    Ma, Cedric S.
    Miller, Robert H.
    2006 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2006, 1-12 : 4945 - +