4.7 Article

Smart city designing and planning based on big data analytics

期刊

SUSTAINABLE CITIES AND SOCIETY
卷 35, 期 -, 页码 271-279

出版社

ELSEVIER
DOI: 10.1016/j.scs.2017.07.012

关键词

IoT; RFID; Sensors; Heterogeneous wireless network; Smart home

资金

  1. Institute for Information & communications Technology Promotion (IITP) - Korea government (MSIP) [2017-0-00770]
  2. Basic Science Research Program through the National Research Foundation of Korea(NRF) - Ministry of Education [2016R1D1A1B03933566]
  3. BK21 Plus project (SW Human Resource Development Program for Supporting Smart Life) - Ministry of Education, School of Computer Science and Engineering, Kyungpook National University, Korea [21A20131600005]
  4. National Research Foundation of Korea [2016R1D1A1B03933566, 21A20131600005] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)

向作者/读者索取更多资源

The Internet of Things (IoT) provides a global communication network between millions of devices connected to the internet. Similarly, the emergence of heterogeneous wireless networks provides a medium to the IoT communication paradigm. In order to enable an energy-friendly communication in an IoT environment, such as smart home, office, city, etc. we propose an energy-aware communication systems for IoT environments. The proposed scheme works in several phases such as identification of high energy require appliances, deployment of sensors, scheduling, etc. Moreover, the data from the IoT devices are collected through sensors. The data is tested using the Hadoop ecosystem for future planning and efficient usage of the energy in an IoT environment. The proposed architecture is tested in a different scenario against the Wireless Sensor Network (WSN) based IoT architecture in the context of energy consumption. The proposed architecture performs efficiently than WSN in a number of scenarios. Similarly, the efficiency and processing time of the Hadoop system is computed which shows better results.

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