Incentive mechanism based on auction model for mobile crowd sensing network
The selfishness and uncertainty of user behaviors in the mobile crowd sensing network make them unwilling to participate in sensing activities,which may result to a lower sensing task completion rate.To deal with these problems,an incentive mechanism based on auction model was proposed.In order to m...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2019-07-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019138/ |
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| _version_ | 1841539353835208704 |
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| author | Yuanni LIU Yaoxi LI Huicong LI Wanlin LI Jianhui ZHANG Guofeng ZHAO |
| author_facet | Yuanni LIU Yaoxi LI Huicong LI Wanlin LI Jianhui ZHANG Guofeng ZHAO |
| author_sort | Yuanni LIU |
| collection | DOAJ |
| description | The selfishness and uncertainty of user behaviors in the mobile crowd sensing network make them unwilling to participate in sensing activities,which may result to a lower sensing task completion rate.To deal with these problems,an incentive mechanism based on auction model was proposed.In order to maximize the utility of each user,the proposed incentive method based on reverse auction (IMRA) leveraged a task-centric method to choose winners,and payed them according to a critical-price strategy.Furthermore,the proposed user-bidirectional interaction incentive mechanism (UBIM) helped drop-out users (buyers) to transfer their unfinished tasks to new users.Simulation results show that,compared with TRAC and IMC-SS,IMRA can achieve a better performance in terms of average user utility and tasks coverage ratio,and the task completion ratio can also be improved by UBIM. |
| format | Article |
| id | doaj-art-71fd6f9463eb461887de1d8af3c7f8fb |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2019-07-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-71fd6f9463eb461887de1d8af3c7f8fb2025-01-14T07:17:25ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2019-07-014020822259728645Incentive mechanism based on auction model for mobile crowd sensing networkYuanni LIUYaoxi LIHuicong LIWanlin LIJianhui ZHANGGuofeng ZHAOThe selfishness and uncertainty of user behaviors in the mobile crowd sensing network make them unwilling to participate in sensing activities,which may result to a lower sensing task completion rate.To deal with these problems,an incentive mechanism based on auction model was proposed.In order to maximize the utility of each user,the proposed incentive method based on reverse auction (IMRA) leveraged a task-centric method to choose winners,and payed them according to a critical-price strategy.Furthermore,the proposed user-bidirectional interaction incentive mechanism (UBIM) helped drop-out users (buyers) to transfer their unfinished tasks to new users.Simulation results show that,compared with TRAC and IMC-SS,IMRA can achieve a better performance in terms of average user utility and tasks coverage ratio,and the task completion ratio can also be improved by UBIM.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019138/mobile crowd sensingincentive mechanismreverse auctiondouble auction |
| spellingShingle | Yuanni LIU Yaoxi LI Huicong LI Wanlin LI Jianhui ZHANG Guofeng ZHAO Incentive mechanism based on auction model for mobile crowd sensing network Tongxin xuebao mobile crowd sensing incentive mechanism reverse auction double auction |
| title | Incentive mechanism based on auction model for mobile crowd sensing network |
| title_full | Incentive mechanism based on auction model for mobile crowd sensing network |
| title_fullStr | Incentive mechanism based on auction model for mobile crowd sensing network |
| title_full_unstemmed | Incentive mechanism based on auction model for mobile crowd sensing network |
| title_short | Incentive mechanism based on auction model for mobile crowd sensing network |
| title_sort | incentive mechanism based on auction model for mobile crowd sensing network |
| topic | mobile crowd sensing incentive mechanism reverse auction double auction |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019138/ |
| work_keys_str_mv | AT yuanniliu incentivemechanismbasedonauctionmodelformobilecrowdsensingnetwork AT yaoxili incentivemechanismbasedonauctionmodelformobilecrowdsensingnetwork AT huicongli incentivemechanismbasedonauctionmodelformobilecrowdsensingnetwork AT wanlinli incentivemechanismbasedonauctionmodelformobilecrowdsensingnetwork AT jianhuizhang incentivemechanismbasedonauctionmodelformobilecrowdsensingnetwork AT guofengzhao incentivemechanismbasedonauctionmodelformobilecrowdsensingnetwork |