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Author:

Tan, Zhenjie (Tan, Zhenjie.) | Qu, Hua (Qu, Hua.) | Zhao, Jihong (Zhao, Jihong.) | Zhou, Shiyu (Zhou, Shiyu.) | Wang, Wenjie (Wang, Wenjie.)

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Abstract:

To realize a seamlessly connected living in smart city is an attractive topic nowadays. With the help of massive machine type communication (mMTC) technology and drone-based networking strategy, we can create ubiquitous computing framework which is both agile and green. In this paper, we propose a cooperative data collecting mechanism in unmanned aerial vehicle (UAV) covered internet of things (IoT) community, aiming at delay-sensitive context information update and system energy efficiency (EE) optimization. To better collect small and fragmentized IoT data scattering around, we first propose a self-organizing algorithm to compress them into a hotspot area and derive the theoretical collecting efficiency (CE) therein. Then, a system EE maximizing power control algorithm is proposed, exploiting cooperative communication theory. When dealing with this highly non-convex programming problem, we look carefully into its Hessian matrix and prove that under two physically meaningful conditions, the modified problem can be turned into a strictly concave one and tractably solved. Finally, a social augmented reality (AR) use case is proposed and tested with our mechanism. Simulation results validate our analysis and demonstrate nearly 20% improvement in EE performance comparing with benchmark solutions. © 2019 IEEE.

Keyword:

Antennas Augmented reality Benchmarking Collector efficiency Computation theory Convex optimization Cooperative communication Data acquisition Energy efficiency Green computing Information theory Internet of things Power control Ubiquitous computing Unmanned aerial vehicles (UAV)

Author Community:

  • [ 1 ] [Tan, Zhenjie]School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China
  • [ 2 ] [Qu, Hua]School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China
  • [ 3 ] [Zhao, Jihong]School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China
  • [ 4 ] [Zhou, Shiyu]School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China
  • [ 5 ] [Wang, Wenjie]School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China

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Year: 2019

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 13

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