A Priced Public Sensing Framework for Heterogeneous IoT Architectures

被引:63
作者
Al-Fagih, Ashraf E. [1 ]
Al-Turjman, Fadi M. [2 ]
Alsalih, Waleed M. [3 ]
Hassanein, Hossam S. [4 ]
机构
[1] King Fahd Univ Petr & Minerals, Dept Informat & Comp Sci, Dhahran 31261, Saudi Arabia
[2] Univ Guelph, Sch Engn, Guelph, ON N1L 2W1, Canada
[3] King Saud Univ, Dept Comp Sci, Riyadh 11543, Saudi Arabia
[4] Queens Univ, Sch Comp, Kingston, ON K7L 3N6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Wireless sensor networks; public sensing; Internet of Things; heuristic algorithms; utility functions; WIRELESS;
D O I
10.1109/TETC.2013.2278698
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 proliferation of wireless sensors has given rise to public sensing (PS) as a vibrant data sharing model. This vision can be extended under the umbrella of the Internet of Things (IoT) to include versatile data sources within smart cities such as cell phones, radio frequency identification tags and sensors on roads, and buildings and living spaces. The facilitation of such a vision faces many challenges in terms of inter operability, resource management, and pricing. In this paper, we present a priced PS framework for IoT architectures. Our framework caters for service-based applications in smart cities where data is provided via a data cloud of multifarious data sources. We propose online heuristics for public data delivery in smart city settings. We also introduce a pricing utility function for data acquisition. Our pricing function considers resource limitations in terms of delay, capacity and lifetime on the data providers' side, as well as user's quality and trust requirements from the requesters' side. We present simulation results showing the efficiency of our scheme as compared with other wireless sensor and mobile ad-hoc schemes with respect to scalability, lifetime, delay, delivery ratio, and price.
引用
收藏
页码:133 / 147
页数:15
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