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However, a lot of additional information is submitted along with the data, such as the participant\u2019s location, IP and incentives. This multimodal information implicitly links to the participant\u2019s identity and exposes the participant\u2019s privacy. In order to solve the issue of these multimodal information associating with participants\u2019 identities, this paper proposes a protocol to ensure anonymous data reporting while providing a dynamic incentive mechanism simultaneously. The proposed protocol first establishes a submission schedule by anonymously selecting a slot in a vector by each member where every member and system entities are oblivious of other members\u2019 slots and then uses this schedule to submit the all members\u2019 data in an encoded vector through bulk transfer and multiplayer dining cryptographers networks (DC-nets) . Hence, the link between the data and the member\u2019s identity is broken. The incentive mechanism uses blind signature to anonymously mark the price and complete the micropayments transfer. Finally, the theoretical analysis of the protocol proves the anonymity, integrity, and efficiency of this protocol. We implemented and tested the protocol on Android phones. The experiment results show that the protocol is efficient for low latency tolerable applications, which is the cases with most participatory sensing applications, and they also show the advantage of our optimization over similar anonymous data reporting protocols.<\/jats:p>","DOI":"10.1155\/2021\/5518168","type":"journal-article","created":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T22:21:46Z","timestamp":1622586106000},"page":"1-20","source":"Crossref","is-referenced-by-count":0,"title":["Anonymous Data Reporting Strategy with Dynamic Incentive Mechanism for Participatory Sensing"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4153-4741","authenticated-orcid":true,"given":"Yang","family":"Li","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, Harbin Engineering University, Harbin 150001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6132-5843","authenticated-orcid":true,"given":"Hongtao","family":"Song","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Harbin Engineering University, Harbin 150001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0870-5120","authenticated-orcid":true,"given":"Yunlong","family":"Zhao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9705-6649","authenticated-orcid":true,"given":"Nianmin","family":"Yao","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1738-7937","authenticated-orcid":true,"given":"Nianbin","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Harbin Engineering University, Harbin 150001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2011.06.073"},{"issue":"6","key":"2","first-page":"208","article-title":"Providing efficient privacy-aware incentives for mobile sensing","volume":"15","author":"Q. 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