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Published in: The International Journal of Advanced Manufacturing Technology 3-4/2020

17-08-2019 | ORIGINAL ARTICLE

Quality of service optimization in wireless transmission of industrial Internet of Things for intelligent manufacturing

Author: Xianming Huang

Published in: The International Journal of Advanced Manufacturing Technology | Issue 3-4/2020

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Abstract

Based on the requirements of industrial Internet of Things in intelligent manufacturing environment, the layered architecture, cross-layer optimization protocol, and key technologies of universal converter for heterogeneous networks of industrial Internet of Things are analyzed. A new architecture of two-layer distributed hybrid industrial Internet of Things is proposed, which combines the advantages of star network and mesh network. In the orthogonal frequency division multiple access (OFDMA)–based relay system, in order to satisfy the quality of service (QoS) requirement and ensure the maximum throughput of the system while ensuring user fairness, a resource allocation algorithm oriented to quality of service (QoS) is proposed. Firstly, according to the waiting delay of the user in the queue and the requirement of the user for the rate, the delay priority factor and the rate priority factor are introduced to calculate the priority of the user, and then, the dynamic resource scheduling and allocation are carried out on the backhaul link and the access link respectively. The simulation results show that the new algorithm has low packet loss rate, better meets GBR requirements, and can achieve high system throughput and fairness.

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Literature
1.
go back to reference Ambursa FU, Latip R, Abdullah A, Subramaniam S (2017) A particle swarm optimization and min---max-based workflow scheduling algorithm with QoS satisfaction for service-oriented grids. J Supercomput 73(5):2018–2051CrossRef Ambursa FU, Latip R, Abdullah A, Subramaniam S (2017) A particle swarm optimization and min---max-based workflow scheduling algorithm with QoS satisfaction for service-oriented grids. J Supercomput 73(5):2018–2051CrossRef
2.
go back to reference Chen J, Zhou H, Ning Z et al (2017) Service-oriented dynamic connection management for software-defined Internet of vehicles. IEEE Trans Intell Transp Syst 18(10):2826–2837CrossRef Chen J, Zhou H, Ning Z et al (2017) Service-oriented dynamic connection management for software-defined Internet of vehicles. IEEE Trans Intell Transp Syst 18(10):2826–2837CrossRef
3.
go back to reference Kang J, Zhu L, Xu S, Shao Z, Chen X (2018) Equation-oriented approach for handling the perturbed-chain SAFT equation of state in simulation and optimization of polymerization processes. Ind Eng Chem Res 57(13):4607–4622CrossRef Kang J, Zhu L, Xu S, Shao Z, Chen X (2018) Equation-oriented approach for handling the perturbed-chain SAFT equation of state in simulation and optimization of polymerization processes. Ind Eng Chem Res 57(13):4607–4622CrossRef
4.
go back to reference Lei X, Tang S, Deng Y et al (2018) Sustainable operation-oriented investment risk evaluation and optimization for renewable energy project: a case study of wind power in China. Ann Oper Res 12:1–19 Lei X, Tang S, Deng Y et al (2018) Sustainable operation-oriented investment risk evaluation and optimization for renewable energy project: a case study of wind power in China. Ann Oper Res 12:1–19
5.
go back to reference Zhu C, Liang S, Song E, Zhou Y, Wang W, Shan F, Shi Y, Hao C, Yin K, Zhang T, Liu J, Zheng H, Sun L (2018) In-situ liquid cell transmission electron microscopy investigation on oriented attachment of gold nanoparticles. Nat Commun 9(1):421CrossRef Zhu C, Liang S, Song E, Zhou Y, Wang W, Shan F, Shi Y, Hao C, Yin K, Zhang T, Liu J, Zheng H, Sun L (2018) In-situ liquid cell transmission electron microscopy investigation on oriented attachment of gold nanoparticles. Nat Commun 9(1):421CrossRef
6.
go back to reference Chen MC, Liu QL (2016) Blow-up criteria of smooth solutions to a 3d model of electro-kinetic fluids in a bounded domain. Electr J Diff Equat 2016(128):1–8MathSciNetMATH Chen MC, Liu QL (2016) Blow-up criteria of smooth solutions to a 3d model of electro-kinetic fluids in a bounded domain. Electr J Diff Equat 2016(128):1–8MathSciNetMATH
7.
go back to reference Chen MC, Lu SQ, Liu QL (2018) Global regularity for a 2d model of electro-kinetic fluid in a bounded domain. Acta Math Appl Sin Engl Ser 34(2):398–403MathSciNetCrossRef Chen MC, Lu SQ, Liu QL (2018) Global regularity for a 2d model of electro-kinetic fluid in a bounded domain. Acta Math Appl Sin Engl Ser 34(2):398–403MathSciNetCrossRef
8.
go back to reference Lu SQ, Chen MC, Liu QL (2018) On regularity for an Ericksen-Leslie’s parabolic-hyperbolic liquid crystals model. Zamm-Z Angew Math Me 98(9):1574–1584 Lu SQ, Chen MC, Liu QL (2018) On regularity for an Ericksen-Leslie’s parabolic-hyperbolic liquid crystals model. Zamm-Z Angew Math Me 98(9):1574–1584
9.
go back to reference Kamath RS, Biegler LT, Grossmann IE (2010) An equation-oriented approach for handling thermodynamics based on cubic equation of state in process optimization. Comput Chem Eng 34(12):2085–2096CrossRef Kamath RS, Biegler LT, Grossmann IE (2010) An equation-oriented approach for handling thermodynamics based on cubic equation of state in process optimization. Comput Chem Eng 34(12):2085–2096CrossRef
10.
go back to reference Jin M, Zhou X, Luo E, Qing X (2015) Industrial-QoS-oriented remote wireless communication protocol for the Internet of construction vehicles. IEEE Trans Ind Electron 62(11):7103–7113CrossRef Jin M, Zhou X, Luo E, Qing X (2015) Industrial-QoS-oriented remote wireless communication protocol for the Internet of construction vehicles. IEEE Trans Ind Electron 62(11):7103–7113CrossRef
11.
go back to reference Chen D, Yang W, Hu J, Cai Y, Tang X (2018) Energy-efficient secure transmission design for the internet of things with an untrusted relay. IEEE Access 6:11862–11870CrossRef Chen D, Yang W, Hu J, Cai Y, Tang X (2018) Energy-efficient secure transmission design for the internet of things with an untrusted relay. IEEE Access 6:11862–11870CrossRef
12.
go back to reference Bouaziz M, Rachedi A (2016) A survey on mobility management protocols in wireless sensor networks based on 6LoWPAN technology. Comput Commun 74(1):3–15CrossRef Bouaziz M, Rachedi A (2016) A survey on mobility management protocols in wireless sensor networks based on 6LoWPAN technology. Comput Commun 74(1):3–15CrossRef
13.
go back to reference Hu J, Nan Y, Cai Y (2018) Secure downlink transmission in the Internet of Things: how many antennas are needed? IEEE J Sel Areas Commun 36(7):1622–1634CrossRef Hu J, Nan Y, Cai Y (2018) Secure downlink transmission in the Internet of Things: how many antennas are needed? IEEE J Sel Areas Commun 36(7):1622–1634CrossRef
14.
go back to reference Elekidis AP, Koltsaklis NE, Georgiadis MC (2018) An optimization approach for the assessment of the impact of transmission capacity on electricity trade and power systems planning. Ind Eng Chem Res 57(30):9766–9778CrossRef Elekidis AP, Koltsaklis NE, Georgiadis MC (2018) An optimization approach for the assessment of the impact of transmission capacity on electricity trade and power systems planning. Ind Eng Chem Res 57(30):9766–9778CrossRef
15.
go back to reference Beqiri A, Price AN, Padormo F, Hajnal JV, Malik SJ (2017) Extended RF shimming: sequence-level parallel transmission optimization applied to steady-state free precession MRI of the heart. NMR Biomed 30(6):e3701CrossRef Beqiri A, Price AN, Padormo F, Hajnal JV, Malik SJ (2017) Extended RF shimming: sequence-level parallel transmission optimization applied to steady-state free precession MRI of the heart. NMR Biomed 30(6):e3701CrossRef
16.
go back to reference Yao QG, Liu YL (2010) Design of general agricultural wireless monitoring system based on zigbee. Appl Mech Mater 380-384(3):811–814 Yao QG, Liu YL (2010) Design of general agricultural wireless monitoring system based on zigbee. Appl Mech Mater 380-384(3):811–814
17.
go back to reference Zhao N, Wang W, Wang J, Chen Y, Lin Y, Ding Z, Beaulieu NC (2019) Joint beamforming and jamming optimization for secure transmission in MISO-NOMA networks. IEEE Trans Commun 67(3):2294–2305CrossRef Zhao N, Wang W, Wang J, Chen Y, Lin Y, Ding Z, Beaulieu NC (2019) Joint beamforming and jamming optimization for secure transmission in MISO-NOMA networks. IEEE Trans Commun 67(3):2294–2305CrossRef
18.
go back to reference Lu L, Yu C, Cao X et al (2017) Joint optimization of scheduling and power control in wireless networks: multi-dimensional modeling and decomposition. IEEE Trans Mob Comput 18(7):1585–1600CrossRef Lu L, Yu C, Cao X et al (2017) Joint optimization of scheduling and power control in wireless networks: multi-dimensional modeling and decomposition. IEEE Trans Mob Comput 18(7):1585–1600CrossRef
Metadata
Title
Quality of service optimization in wireless transmission of industrial Internet of Things for intelligent manufacturing
Author
Xianming Huang
Publication date
17-08-2019
Publisher
Springer London
Published in
The International Journal of Advanced Manufacturing Technology / Issue 3-4/2020
Print ISSN: 0268-3768
Electronic ISSN: 1433-3015
DOI
https://doi.org/10.1007/s00170-019-04288-8

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