Abstract
With the explosive growth of smart IoT devices at the edge of the Internet, embedding sensors on mobile devices for massive data collection and collective environment sensing has been envisioned as a cost-effective solution for IoT applications. However, existing IoT platforms and framework rely on dedicated middleware for (semi-) centralized task dispatching, data storage and incentive provision. Consequently, they are usually expensive to deploy, have limited adaptability to diverse requirements, and face a series of data security and privacy issues. In this paper, we employ permissionless blockchains to construct a purely decentralized platform for data storage and trading in a wireless-powered IoT crowdsensing system. In the system, IoT sensors use the power wirelessly transferred from RF-energy beacons for data sensing and transmission to an access point. The data is then forwarded to the blockchain for distributed ledger services, i.e., data/transaction verification, recording, and maintenance. Due to the coupled interference of wireless transmission and the transaction fee incurred by the blockchain's distributed ledger services, rational sensors have to decide on their transmission rates to maximize their individual payoff. Thus, we formulate a noncooperative game model to analyze this competitive situation among the sensors. We provide the analytical condition for the existence of the Nash equilibria as well as a series of insightful numerical results about the equilibrium strategies in the game.
Original language | English |
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Title of host publication | 2018 IEEE International Conference on Communication Systems, ICCS 2018 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 389-394 |
Number of pages | 6 |
ISBN (Electronic) | 9781538678640 |
DOIs | |
State | Published - 2 Jul 2018 |
Externally published | Yes |
Event | 16th IEEE International Conference on Communication Systems, ICCS 2018 - Chengdu, China Duration: 19 Dec 2018 → 21 Dec 2018 |
Publication series
Name | 2018 IEEE International Conference on Communication Systems, ICCS 2018 |
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Conference
Conference | 16th IEEE International Conference on Communication Systems, ICCS 2018 |
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Country/Territory | China |
City | Chengdu |
Period | 19/12/18 → 21/12/18 |
Bibliographical note
Publisher Copyright:© 2018 IEEE.
Funding
VI. ACKNOWLEDGEMENT This work was supported in part by WASP/NTU M4082187 (4080), Singapore MOE Tier 1 under Grant 2017-T1-002-007 RG122/17, MOE Tier 2 under Grant MOE2014-T2-2-015 ARC4/15, NRF2015-NRF-ISF001-2277, EMA Energy Resilience under Grant NRF2017EWT-EP003-041, and in part by the National Research Foundation of Korea (NRF) Grant funded by the Korean Government under Grant 2014R1A5A1011478.
Funders | Funder number |
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WASP/NTU | MOE2014-T2-2-015 ARC4/15, M4082187 (4080, 2017-T1-002-007 RG122/17, NRF2015-NRF-ISF001-2277, NRF2017EWT-EP003-041 |
National Research Foundation of Korea | 2014R1A5A1011478 |
Keywords
- blockchain
- concave games
- crowdsensing
- energy harvesting