Multi-objective routing aware of mixed IoT traffic for low-cost wireless Backhauls

被引:7
|
作者
Medeiros, Vinicius N. [1 ]
Silvestre, Bruno [1 ]
Borges, Vinicius C. M. [1 ]
机构
[1] Univ Fed Goias, Inst Informat INF, Alameda Palmeiras,Quadra D,Campus Samambaia, BR-74690900 Goiania, Go, Brazil
关键词
Low-cost wireless Backhauls; Integer linear programming; Multi-objective routing; Mixed and multiple IoT applications; Wireless mesh networks; SENSOR NETWORKS; MESH NETWORKS; WI-FI; TECHNOLOGIES; INTERFERENCE; COEXISTENCE; INTERNET; SYSTEMS; THINGS; DENSE;
D O I
10.1186/s13174-019-0108-9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The futuristic wireless networks expects to provide adequate support for distinct kind of applications, their diverse requirements, and scenarios for future Internet systems, such as Internet of Things based on multimedia and sensor data, while figuring out low cost solutions to offload the mobile communication core. In this context, Low-cost Wireless Backhauls (LWBs) can be useful, since they are based on cheap WLAN technologies, such as Wireless Mesh Networks that provide capacity for future IoT applications based on mixed traffic. The routing is a fundamental process to provide communication in these multi-hop networks and multi-objective routing optimization algorithms based on Integer Linear Programming (ILP) models have been studied in the literature to address this problem, but there is a lack of solutions for mixed traffic. For this reason, we propose a novel ILP multi-objective approach, called Multi-objective routing Aware of miXed traffIc (MAXI), which employs three weighted objectives to guide the routing in WMNs with different applications and requirements. In addition, we provide a comparative analysis with other relevant approaches of routing using NS-3 to evaluation based on simulation, that takes into account different types and levels of interference (e.g. co-channel interference and external interference) focused on mixed IoT traffic for elderly healthcare scenario. Finally, we demonstrate the effectiveness of the proposed approach to support the requirements of each application through the appropriate combination of objective functions, mainly in dense scenarios with high level of interference.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] An evolutionary approach for multi-objective vehicle routing problems with backhauls
    Garcia-Najera, Abel
    Bullinaria, John A.
    Gutierrez-Andrade, Miguel A.
    COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 81 : 90 - 108
  • [2] Mobility aware multi-objective routing in wireless multimedia sensor network
    Borawake-Satao, Rachana
    Prasad, Rajesh
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (23) : 32659 - 32677
  • [3] Mobility aware multi-objective routing in wireless multimedia sensor network
    Rachana Borawake-Satao
    Rajesh Prasad
    Multimedia Tools and Applications, 2019, 78 : 32659 - 32677
  • [4] Fuzzy multi-objective programming algorithm for vehicle routing problems with backhauls
    Yalcin, Gulcin Dinc
    Erginel, Nihal
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (13) : 5632 - 5644
  • [5] MMOHRA: Mobility Aware Multi-Objective Hybrid Routing Algorithm for Wireless Sensor Networks
    Kulkarni, Nandkumar
    Prasad, Neeli Rashmi
    Prasad, Ramjee
    2014 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, VEHICULAR TECHNOLOGY, INFORMATION THEORY AND AEROSPACE & ELECTRONIC SYSTEMS (VITAE), 2014,
  • [6] Secure Routing in IOT with Multi-Objective Simulated Annealing
    Basabi, Alireza Ebrahimi
    He, Jingsha
    Hashemi, Seyed Mahmood
    2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 2073 - 2076
  • [7] CONTEXT-AWARE MULTI-OBJECTIVE VEHICLE ROUTING
    Grabis, Janis
    Minkevica, Vineta
    PROCEEDINGS - 31ST EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2017, 2017, : 235 - 239
  • [8] Dynamic multi-objective routing algorithm: a multi-objective routing algorithm for the simple hybrid routing protocol on wireless sensor networks
    Valentini, G.
    Abbas, C. J. B.
    Villalba, L. J. G.
    Astorga, L.
    IET COMMUNICATIONS, 2010, 4 (14) : 1732 - 1741
  • [9] Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT
    Rajeesh Kumar, N. V.
    Jaya Lakshmi, N.
    Mallala, Balasubbareddy
    Jadhav, Vaishali
    ARTIFICIAL INTELLIGENCE REVIEW, 2023, 56 (SUPPL 2) : 1685 - 1709
  • [10] Multi-Objective QoS Routing for Wireless Sensor Networks
    Alwan, Hind
    Agarwal, Anjali
    2013 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2013,