IoTaaS: Drone-Based Internet of Things as a Service Framework for Smart Cities

被引:27
作者
Hoque, Mohammad Aminul [1 ]
Hossain, Mahmud [2 ]
Noor, Shahid [3 ]
Islam, S. M. Riazul [4 ]
Hasan, Ragib [1 ]
机构
[1] Univ Alabama Birmingham, Dept Comp Sci, Secure & Trustworthy Comp Lab, Birmingham, AL 35294 USA
[2] Visa Inc, Dept Cybersecur Engn, Foster City, CA 94404 USA
[3] Northern Kentucky Univ, Dept Comp Sci, Highland Hts, KY 41099 USA
[4] Sejong Univ, Dept Comp Sci & Engn, Seoul 05006, South Korea
基金
美国国家科学基金会;
关键词
Internet of Things; Drones; Smart cities; Sensors; Smart devices; Performance evaluation; Logic gates; gateway; Internet of Things (IoT); provisioning; smart city; unmanned aerial vehicles (UAVs); WIRELESS SENSOR NETWORKS; ENERGY; CITY; MANAGEMENT; DEPLOYMENT; PLACEMENT; PLATFORM;
D O I
10.1109/JIOT.2021.3137362
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 Internet of Things (IoT) offers new services in the context of smart cities through digital devices embedded with sensing, computation, and communication capabilities. The IoT devices enhance the smart city vision by employing advanced communication and computation technologies for smart city administrations. The IoT-based smart city applications require many IoT devices and gateways to be deployed at different city points. Heterogeneous sensing devices, placing smart devices in a constrained or physically inaccessible area, and large urban areas to monitor together make IoT node deployment and sensing management tasks difficult, time-consuming, and expensive. Additionally, certain tasks may require smart devices to be deployed for a very short period of time to sense and report contextual information, making it economically infeasible to purchase the devices. In this regard, we propose a drone-based IoT as a Service (IoTaaS) framework that enables the dynamic provisioning or deployment of IoT devices using drones. IoTaaS allows IoT devices and gateways to be mounted on drones and provides a distributed cloud service by placing the IoT devices in an area according to the requirements specified by a user. We also provide an economic analysis for operating such drone-based IoT services. A proof-of-concept implementation of IoTaaS for smart agriculture and air pollution monitoring applications shows that IoTaaS can reduce setup costs and increase the usage of IoT devices.
引用
收藏
页码:12425 / 12439
页数:15
相关论文
共 72 条
  • [1] Cloud of Things for Sensing-as-a-Service: Architecture, Algorithms, and Use Case
    Abdelwahab, Sherif
    Hamdaoui, Bechir
    Guizani, Mohsen
    Znati, Taieb
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2016, 3 (06): : 1099 - 1112
  • [2] Adams JT, 2006, AEROSP CONF PROC, P2362
  • [3] CellCloud: A Novel Cost Effective Formation of Mobile Cloud Based on Bidding Incentives
    Al Noor, Shahid
    Hasan, Ragib
    Haque, Md Munirul
    [J]. 2014 IEEE 7TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD), 2014, : 200 - 207
  • [4] A comprehensive survey on vehicular Ad Hoc network
    Al-Sultan, Saif
    Al-Doori, Moath M.
    Al-Bayatti, Ali H.
    Zedan, Hussien
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2014, 37 : 380 - 392
  • [5] Monitoring Parkinson's Disease in Smart Cities
    Alhussein, Musaed
    [J]. IEEE ACCESS, 2017, 5 : 19835 - 19841
  • [6] Alwateer M., 2021, PERS UBIQUIT COMPUT, V25, P1
  • [7] [Anonymous], 2016, Amazon Prime Air
  • [8] [Anonymous], 2020, GROWTH CONNECTED IOT
  • [9] [Anonymous], 2016, 802154 IEEE
  • [10] [Anonymous], 2020, WHOS USING AMAZON WE