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Journal ArticleDOI

Unlocking 5G Spectrum Potential for Intelligent IoT: Opportunities, Challenges, and Solutions

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TLDR
Among those requirements, the 1000-fold increase in system capacity becomes the most important and maybe the most challenging for 5G systems.
Abstract
The Internet of Things (IoT), one of the hottest trends in technology, is transforming our future by interconnecting everything; humans, vehicles, appliances, utilities, infrastructures, street lights, etc., through intelligent connections. For deploying the realization of IoT by 2020, Fifth Generation (5G) wireless communication networks are considered as an essential unifying fabric that will connect billions of devices in some of the fastest, most reliable and most effi cient ways possible, whose impact will be revolutionary, reshaping industries and transforming our world. Therefore, 5G is currently attracting extensive research interest from both industry and academia. It is widely agreed that in contrast to 4G, 5G should achieve 1000 times system throughput, 10 times spectral effi ciency, higher data rates (i.e., the peak data rate of 20 Gb/s and the user experienced rate of 1Gb/s), 25 times average cell throughput, less than 1 ms in end-to-end (E2E) latency, and 100 times higher connectivity density. Among those requirements, the 1000-fold increase in system capacity becomes the most important and maybe the most challenging for 5G systems.

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Journal ArticleDOI

Efficient Fire Detection for Uncertain Surveillance Environment

TL;DR: Considering the accuracy, false alarms, size, and running time of the proposed CNN based system, it is believed that it is a suitable candidate for fire detection in uncertain IoT environment for mobile and embedded vision applications during surveillance.
Journal ArticleDOI

Internet of Things (IoT) Operating Systems Management: Opportunities, Challenges, and Solution.

TL;DR: A brief overview of different IoT OSs, supported hardware, and future research directions is presented and overview of the accepted papers in the Special Issue on IoT OS management is provided.
Journal ArticleDOI

Infotainment Enabled Smart Cars: A Joint Communication, Caching, and Computation Approach

TL;DR: This paper jointly considers communication, caching, and computation (3C) to reduce infotainment content retrieval delay for smart cars and proposes a joint solution based on the alternative direction method of multipliers technique, which operates in a distributed manner.
Journal ArticleDOI

QoS enhancement with deep learning-based interference prediction in mobile IoT

TL;DR: This article proposes Threshold Percentage Dependent Interference Graph (TPDIG) using Deep Learning-based resource allocation algorithm for city buses mounted with moving small cells (mSCs), and long–Short Term Memory based neural networks are considered to predict city buses locations for interference determination between mSCs.
Journal ArticleDOI

Internet of Multimedia Things (IoMT): Opportunities, Challenges and Solutions.

TL;DR: A brief overview of IoMT and future research directions is presented and an overview of the accepted articles in the special issue on the IoMT: Opportunities, Challenges, and Solutions is provided.
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