Applications of the Internet of Things (IoT) in Smart Logistics: A Comprehensive Survey

被引:169
作者
Song, Yanxing [1 ]
Yu, F. Richard [2 ]
Zhou, Li [1 ]
Yang, Xi [1 ]
He, Zefang [1 ]
机构
[1] Beijing Wuzi Univ, Sch Informat, Beijing 101149, Peoples R China
[2] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Logistics; Internet of Things; Information processing; Wireless communication; Wireless sensor networks; Transportation; Warehousing; Internet of Things (IoT); smart logistics; wireless communication; AUTOMATED GUIDED VEHICLE; BIG DATA; INDUSTRIAL INTERNET; RESOURCE-MANAGEMENT; SENSOR NETWORK; CONTROL-SYSTEM; MODEL; WAREHOUSE; TRACKING; INTEGRATION;
D O I
10.1109/JIOT.2020.3034385
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Logistics is a driver of countries' and firms' competitiveness and plays a vital role in economic growth. However, the current logistics industry still faces high costs and low efficiency. The development of smart logistics brings opportunities to solve these problems. As one of the important technologies of the modern information and communication technology (ICT), the Internet of Things (IoT) can create oceans of data and explore the complex relationships between the transactions represented by these data with the help of various mathematical analysis technologies. These features are helpful to promote the development of smart logistics. In this article, we provide a comprehensive survey on the literature involving IoT technologies applied to smart logistics. First, the related work and background knowledge of smart logistics are introduced. Then, we highlight the enabling technologies for IoT in smart logistics. Furthermore, we review how IoT technologies are applied in the realm of smart logistics from the perspectives of logistics transportation, warehousing, loading/unloading, carrying, distribution processing, distribution, and information processing. Finally, some challenges and future directions are discussed.
引用
收藏
页码:4250 / 4274
页数:25
相关论文
共 213 条
[1]  
Aazam M, 2017, VEH TECHNOL CONFE
[2]   Fog Computing Micro Datacenter Based Dynamic Resource Estimation and Pricing Model for IoT [J].
Aazam, Mohammad ;
Huh, Eui-Nam .
2015 IEEE 29TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (IEEE AINA 2015), 2015, :687-694
[3]   RFID smart tag for traceability and cold chain monitoring of foods: Demonstration in an intercontinental fresh fish logistic chain [J].
Abad, E. ;
Palacio, F. ;
Nuin, M. ;
Gonzalez de Zarate, A. ;
Juarros, A. ;
Gomez, J. M. ;
Marco, S. .
JOURNAL OF FOOD ENGINEERING, 2009, 93 (04) :394-399
[4]   IEEE 802.11AH: THE WIFI APPROACH FOR M2M COMMUNICATIONS [J].
Adame, Toni ;
Bel, Albert ;
Bellalta, Boris ;
Barcelo, Jaume ;
Oliver, Miquel .
IEEE WIRELESS COMMUNICATIONS, 2014, 21 (06) :144-152
[5]   Sigfox and LoRaWAN Datasets for Fingerprint Localization in Large Urban and Rural Areas [J].
Aernouts, Michiel ;
Berkvens, Rafael ;
Van Vlaenderen, Koen ;
Weyn, Maarten .
DATA, 2018, 3 (02)
[6]   Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications [J].
Al-Fuqaha, Ala ;
Guizani, Mohsen ;
Mohammadi, Mehdi ;
Aledhari, Mohammed ;
Ayyash, Moussa .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2347-2376
[7]   A state-of-the-art modeling framework to improve congestion by changing the configuration/enforcement of urban logistics loading/unloading bays [J].
Alho, Andre ;
de Abreu e Silva, Joao ;
de Sousa, Jorge Pinho .
TRANSPORTATION: CAN WE DO MORE WITH LESS RESOURCES? - 16TH MEETING OF THE EURO WORKING GROUP ON TRANSPORTATION - PORTO 2013, 2014, 111 :360-369
[8]  
[Anonymous], 2010, INForum
[9]  
[Anonymous], 2018, ZIGBEE SPEC
[10]  
[Anonymous], WI FI PROT ACC STRON