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
  • [21] LOCALMOR: LOCALized Multi-Objective Routing for Wireless Sensor Networks
    Djenouri, Djamel
    Balasingham, Ilangko
    2009 IEEE 20TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, 2009, : 1188 - 1192
  • [22] Low-cost multicast routing in wireless mobile networks
    Alrabiah, T
    Aljadhai, AR
    WCNC: 2000 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-3, 2000, : 1467 - 1471
  • [23] Multi-objective vehicle routing problem with cost and emission functions
    Carlos Molina, Jose
    Eguia, Ignacio
    Racero, Jesus
    Guerrero, Fernando
    XI CONGRESO DE INGENIERIA DEL TRANSPORTE (CIT 2014), 2014, 160 : 254 - 263
  • [24] Low-Cost Multi-Objective Design of Compact Microwave Structures Using Domain Patching
    Bekasiewicz, Adrian
    Koziel, Slawomir
    Bandler, John W.
    2016 IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM (IMS), 2016,
  • [25] Lightweight multi-objective evolutionary neural architecture search with low-cost proxy metrics
    Luong, Ngoc Hoang
    Phan, Quan Minh
    Vo, An
    Pham, Tan Ngoc
    Bui, Dzung Tri
    INFORMATION SCIENCES, 2024, 655
  • [26] A Multi-Objective Goal Programming airport selection model for low-cost carriers' networks
    Chang, Yu-Chun
    Lee, Ning
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2010, 46 (05) : 709 - 718
  • [27] Multi-objective fractional artificial bee colony algorithm to energy aware routing protocol in wireless sensor network
    Rajeev Kumar
    Dilip Kumar
    Wireless Networks, 2016, 22 : 1461 - 1474
  • [28] Multi-objective fractional artificial bee colony algorithm to energy aware routing protocol in wireless sensor network
    Kumar, Rajeev
    Kumar, Dilip
    WIRELESS NETWORKS, 2016, 22 (05) : 1461 - 1474
  • [29] Multi-objective routing and wavelength converter allocation under uncertain traffic
    Pinto-Roa, Diego P.
    Brizuela, Carlos A.
    Baran, Benjamin
    OPTICAL SWITCHING AND NETWORKING, 2015, 16 : 1 - 20
  • [30] A Low-cost IoT Application for the Urban Traffic of Vehicles, based on Wireless Sensors using GSM Technology
    Nugra, Hugo
    Abad, Alejandra
    Fuertes, Walter
    Galarraga, Fernando
    Aules, Hernan
    Villacis, Cesar
    Toulkeridis, Theofilos
    2016 IEEE/ACM 20TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED SIMULATION AND REAL TIME APPLICATIONS (DS-RT), 2016, : 161 - 169