Incentivizing Opportunistic Data Collection for Time-Sensitive IoT Applications

Pranvera Kortoçi, Abbas Mehrabi, Carlee Joe-Wong, Mario Di Francesco

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

1 Lataukset (Pure)

Abstrakti

Urban environments are the most prevalent application scenario for the Internet of Things (IoT). In this context, effective data collection and forwarding to a cloud (or edge) server are particularly important. This work leverages opportunistic data collection based on the mobile crowd sourcing (MCS) paradigm for time-sensitive IoT applications. Specifically, it introduces an incentive mechanism for the crowd to collect data that are valuable to data consumers in terms of regions of interest and time constraints. The proposed approach successfully incorporates the willingness of the crowd to participate in the data collection as part of the related incentives. It also ensures collection of valuable data via selective user incentivization. Accordingly, a weighted social welfare maximization problem is defined for users to decide which sensors to visit subject to deadline constraints. Following the NP-hardness of the problem, an online heuristic algorithm is proposed for sensors to dynamically incentivize mobile users with a low message and time complexity. The proposed solution is shown to be effective for time-sensitive quality data collection through extensive simulations on realistic mobility traces. It significantly increases the overall social welfare as well as the amount of collected data compared to other approaches.

AlkuperäiskieliEnglanti
Otsikko2021 18th IEEE International Conference on Sensing, Communication and Networking, SECON 2021
KustantajaIEEE Computer Society
Sivumäärä9
ISBN (elektroninen)9781665441087
DOI - pysyväislinkit
TilaJulkaistu - 6 heinäkuuta 2021
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaIEEE International Conference on Sensing, Communication and Networking - Virtual, Online
Kesto: 6 heinäkuuta 20219 heinäkuuta 2021

Julkaisusarja

NimiAnnual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops
Vuosikerta2021-July
ISSN (painettu)2155-5486
ISSN (elektroninen)2155-5494

Conference

ConferenceIEEE International Conference on Sensing, Communication and Networking
LyhennettäSECON
KaupunkiVirtual, Online
Ajanjakso06/07/202109/07/2021

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