File Download
There are no files associated with this item.
Links for fulltext
(May Require Subscription)
- Publisher Website: 10.1109/IWQoS.2014.6914336
- Scopus: eid_2-s2.0-84907902666
- Find via
Supplementary
-
Citations:
- Scopus: 0
- Appears in Collections:
Conference Paper: A novel incentive negotiation mechanism for participatory sensing under budget constraints
Title | A novel incentive negotiation mechanism for participatory sensing under budget constraints |
---|---|
Authors | |
Issue Date | 2014 |
Citation | IEEE International Workshop on Quality of Service, IWQoS, 2014, p. 326-331 How to Cite? |
Abstract | © 2014 IEEE. Incentive allocation is an important research issue in participatory sensing as it determines the willingness of participants in joining the sensing campaign. Existing incentive approaches either decide the payments without consulting the participants, or require burdensome negotiation procedures like bid-price auction. In this paper, we propose a novel incentive allocation mechanism, which encourages participation and allocates incentives dynamically to achieve accurate sensing results. The proposed mechanism consists of two major elements. The first is a lightweight incentive negotiation procedure, which dynamically offers incentives to participants in spatio-temporal subregions and collects their responses. The second is the optimization problem for incentive allocation as well as it's solution, which aims at maximizing data quality by capturing the amount and the distribution of data samples. Simulations with real datasets confirmed that the proposed solution can provide dynamic incentive offers according to the estimated value of participants' data contribution to the overall quality of sensing result. |
Persistent Identifier | http://hdl.handle.net/10722/281427 |
ISSN |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Song, Zheng | - |
dc.contributor.author | Ngai, Edith | - |
dc.contributor.author | Ma, Jian | - |
dc.contributor.author | Wang, Wendong | - |
dc.date.accessioned | 2020-03-13T10:37:50Z | - |
dc.date.available | 2020-03-13T10:37:50Z | - |
dc.date.issued | 2014 | - |
dc.identifier.citation | IEEE International Workshop on Quality of Service, IWQoS, 2014, p. 326-331 | - |
dc.identifier.issn | 1548-615X | - |
dc.identifier.uri | http://hdl.handle.net/10722/281427 | - |
dc.description.abstract | © 2014 IEEE. Incentive allocation is an important research issue in participatory sensing as it determines the willingness of participants in joining the sensing campaign. Existing incentive approaches either decide the payments without consulting the participants, or require burdensome negotiation procedures like bid-price auction. In this paper, we propose a novel incentive allocation mechanism, which encourages participation and allocates incentives dynamically to achieve accurate sensing results. The proposed mechanism consists of two major elements. The first is a lightweight incentive negotiation procedure, which dynamically offers incentives to participants in spatio-temporal subregions and collects their responses. The second is the optimization problem for incentive allocation as well as it's solution, which aims at maximizing data quality by capturing the amount and the distribution of data samples. Simulations with real datasets confirmed that the proposed solution can provide dynamic incentive offers according to the estimated value of participants' data contribution to the overall quality of sensing result. | - |
dc.language | eng | - |
dc.relation.ispartof | IEEE International Workshop on Quality of Service, IWQoS | - |
dc.title | A novel incentive negotiation mechanism for participatory sensing under budget constraints | - |
dc.type | Conference_Paper | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1109/IWQoS.2014.6914336 | - |
dc.identifier.scopus | eid_2-s2.0-84907902666 | - |
dc.identifier.spage | 326 | - |
dc.identifier.epage | 331 | - |
dc.identifier.issnl | 1548-615X | - |