RTPL: A Real-Time Communication Protocol for LoRa Network

被引:0
作者
Fahmida, Sezana [1 ]
Jain, Aakriti [2 ]
Urth, Venkata prashan modek [3 ]
Ismail, Dali [4 ]
Saifullah, Abusayeed [2 ]
机构
[1] Wayne State Univ, Detroit, MI USA
[2] Wayne State Univ, Comp Sci, Detroit, MI USA
[3] Univ Nevada Las Vegas, Las Vegas, NV 89154 USA
[4] SUNY Binghamton, Binghamton, NY USA
关键词
Low-Power Wide-Area Network; LoRa; LoRaWAN; Industrial Internet-of- Things; Internet-of-Things; Cyber Physical Systems; Closed Loop; INDUSTRIAL; PERFORMANCE;
D O I
10.1145/3702209
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The industrial Internet of Things (IIoT) is prominently emerging in applications of large-scale and wide-area applications, such as oilfield management, smart grid management, real-time equipment monitoring, and integration of traffic management systems for smart cities. Relying on short-range wireless technologies (e.g., WirelessHART and ISA100.11a), traditional wireless solutions for industrial automation find it challenging to support the expansive scale of today's IIoT. To address this limitation, we propose to adopt LoRaWAN, a prominent low-power wide-area network technology, for industrial automation. LoRaWAN for industrial automation poses some unique challenges. The fundamental building blocks of any industrial automation system are feedback control loops that largely rely on real-time communication. LoRaWAN traditionally adopts a simple protocol based on ALOHA with no collision avoidance or Listen Before Talk with Clear Channel Assessment and Random Backoff mechanisms to minimize energy consumption, which are less suitable for real-time communication. Existing real-time protocols for short-range technologies cannot be applied to a LoRaWAN network due to its unique characteristics such as asymmetry between downlink and the uplink spectrum, predefined modes (or classes) of operation, and concurrent reception through orthogonal spreading factors. In this paper, we address these challenges and propose RTPL- a Real-Time communication Protocol for LoRaWAN networks. RTPL is a low-overhead and conflict-free communication protocol allowing autonomous real-time communication of low-energy devices and exploits LoRa's capability of parallel communication. We implement our approach on LoRa devices and evaluate through both physical experiments and extensive simulations. All results show that RTPL achieves on average 75% improvement in real-time performance without sacrificing throughput or energy compared to traditional LoRaWAN.
引用
收藏
页数:31
相关论文
共 63 条
[1]   Time Slot Transmission Scheme with Packet Prioritization for Bluetooth Low Energy Devices used in Real-Time Applications [J].
Agnoletto, Daniel ;
Jonsson, Magnus ;
de Freitas, Edison Pignaton .
INTERNATIONAL JOURNAL OF WIRELESS INFORMATION NETWORKS, 2020, 27 (04) :518-534
[2]   An event stream driven approximation for the analysis of real-time systems [J].
Albers, K ;
Slomka, F .
16TH EUROMICRO CONFERENCE ON REAL-TIME SYSTEMS, PROCEEDINGS, 2004, :187-195
[3]  
[Anonymous], 2016, WirelessHART System Engineering Guide
[4]  
[Anonymous], ISA100
[5]  
[Anonymous], 2017, P 2017 INT C EMB WIR
[6]  
[Anonymous], 2014, International Journal of Computer Engineering & Science
[7]  
automation, 2017, Industrial IoT Trends: WSN, LPWAN & Cloud Platforms
[8]  
Baruah S, 2005, REAL TIM SYST SYMP P, P321
[9]  
BARUAH SK, 1990, PROCEEDINGS : 11TH REAL-TIME SYSTEMS SYMPOSIUM, P182, DOI 10.1109/REAL.1990.128746
[10]   How Orthogonal is LoRa Modulation? [J].
Benkhelifa, Fatma ;
Bouazizi, Yathreb ;
McCann, Julie A. .
IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (20) :19928-19944