A Smart Wireless Paging Sensor Network for Elderly Care Application Using LoRaWAN

被引:23
作者
Yang, Guangxiang [1 ]
Liang, Hua [2 ]
机构
[1] Chongqing Technol & Business Univ, Chongqing Engn Lab Detect Control & Integrated Sy, Chongqing 400063, Peoples R China
[2] Chongqing Technol & Business Univ, Sch Comp Sci & Informat Engn, Chongqing Engn Lab Detect Control & Integrate Sys, Chongqing 400063, Peoples R China
关键词
Wireless sensor networks; paging; elderly care; LoRaWAN; traffic model; Markov queuing model; WORKING VACATION; M/M/1; QUEUES; INTERNET; THINGS; COMMUNICATION; IOT;
D O I
10.1109/JSEN.2018.2870674
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
Long range wide area network (LoRaWAN) is increasingly gained much attention due to its advantages in wireless sensor networks (WSNs) application. The message delivery between participated nodes and gateway in the WSNs affects the quality of service (QoS) such as energy consumption and the successful delivery rate (SDR). In this paper, we present a novel packet transmission model for a smart wireless paging sensor network (WPSN) based on LoRaWAN, which supports a real-time elderly care application. The model is used to investigate the performance of star topology communication on elderly care via Markov discrete-time M/M/1 queuing system. The proposed traffic model enables the performance evaluation of WPSN for elderly care. Moreover, an optimal cluster allocation policy is proposed by which maximizing SDR are obtained and QoS constraint requirements are met in terms of energy consumption. We conduct analytic analysis and simulation to exploit the QoS of LoRa-based WSNs for elderly care application. The proposed WPSN is experimental studied and validated in a real elder care scenario. The contributions presented in this paper may be referenced in the design of LoRa-based WPSN.
引用
收藏
页码:9441 / 9448
页数:8
相关论文
共 27 条
[1]   Understanding the Limits of LoRaWAN [J].
Adelantado, Ferran ;
Vilajosana, Xavier ;
Tuset-Peiro, Pere ;
Martinez, Borja ;
Melia-Segui, Joan ;
Watteyne, Thomas .
IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (09) :34-40
[2]   Mobile traffic modelling for wireless multimedia sensor networks in IoT [J].
Al-Turjman, Fadi ;
Radwan, Ayman ;
Mumtaz, Shahid ;
Rodriguez, Jonathan .
COMPUTER COMMUNICATIONS, 2017, 112 :109-115
[3]   Towards prolonged lifetime for deployed WSNs in outdoor environment monitoring [J].
Al-Turjman, Fadi M. ;
Hassanein, Hossam S. ;
Ibnkahla, Mohamad .
AD HOC NETWORKS, 2015, 24 :172-185
[4]   Middleware and communication technologies for structural health monitoring of critical infrastructures: A survey [J].
Alonso, Luis ;
Barbaran, Javier ;
Chen, Jaime ;
Diaz, Manuel ;
Llopis, Luis ;
Rubio, Bartolome .
COMPUTER STANDARDS & INTERFACES, 2018, 56 :83-100
[5]   Multi-hop communication in the uplink for LPWANs [J].
Barrachina-Munoz, Sergio ;
Bellalta, Boris ;
Adame, Toni ;
Bel, Albert .
COMPUTER NETWORKS, 2017, 123 :153-168
[6]  
Bonnefoi R., 2018, EURASIP J WIREL COMM, V34, P1
[7]   LoRa Transmission Parameter Selection [J].
Bor, Martin ;
Roedig, Utz .
2017 13TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS), 2017, :27-34
[8]   Modeling the Energy Performance of LoRaWAN [J].
Casals, Lluis ;
Mir, Bernat ;
Vidal, Rafael ;
Gomez, Carles .
SENSORS, 2017, 17 (10)
[9]   An algorithm for sink positioning in bus-assisted smart city sensing [J].
Cruz, Pedro ;
Couto, Rodrigo S. ;
Costa, Luis Henrique M. K. .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 93 :761-769
[10]   LoRa Scalability: A Simulation Model Based on Interference Measurements [J].
Haxhibeqiri, Jetmir ;
Van den Abeele, Floris ;
Moerman, Ingrid ;
Hoebeke, Jeroen .
SENSORS, 2017, 17 (06)