Task Allocation in Mobile Crowd Sensing: State-of-the-Art and Future Opportunities

被引：126
作者：
Wang, Jiangtao [1 ]
Wang, Leye [2 ]
Wang, Yasha [1 ]
Zhang, Daqing [1 ]
Kong, Linghe [3 ]
机构：
[1] Minist Educ, Key Lab High Confidence Software Technol, Beijing 100871, Peoples R China
[2] Hong Kong Univ Sci & Technol, Comp Sci & Engn Dept, Hong Kong, Hong Kong, Peoples R China
[3] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Shanghai 200240, Peoples R China
来源：
IEEE INTERNET OF THINGS JOURNAL | 2018年 / 5卷 / 05期
关键词：
Crowdsourcing; mobile crowd sensing (MCS); task allocation; PARTICIPANT SELECTION; INTERNET; ASSIGNMENT; FRAMEWORK; PRIVACY; BUDGET;
D O I：
10.1109/JIOT.2018.2864341
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Mobile crowd sensing (MCS) is the special case of crowdsourcing, which leverages the smartphones with various embedded sensors and user's mobility to sense diverse phenomenon in a city. Task allocation is a fundamental research issue in MCS, which is crucial for the efficiency and effectiveness of MCS applications. In this paper, we specifically focus on the task allocation in MCS systems. We first present the unique features of MCS allocation compared to generic crowdsourcing, and then provide a comprehensive review for diversifying problem formulation and allocation algorithms together with future research opportunities.
引用
收藏
页码：3747 / 3757
页数：11
相关论文
共 77 条
[1]   Privacy and human behavior in the age of information [J].
Acquisti, Alessandro ;
Brandimarte, Laura ;
Loewenstein, George .
SCIENCE, 2015, 347 (6221) :509-514
[2]  
Alt F., 2010, P 6 NORD C HUM COMP, P13, DOI DOI 10.1145/1868914.1868921
[3]   A Crowdsourcing Assignment Model Based on Mobile Crowd Sensing in the Internet of Things [J].
An, Jian ;
Gui, Xiaolin ;
Wang, Zhehao ;
Yang, Jianwei ;
He, Xin .
IEEE INTERNET OF THINGS JOURNAL, 2015, 2 (05) :358-369
[4]  
[Anonymous], 2007, P 4 WORKSHOP EMBEDDE
[5]  
[Anonymous], SCI REP
[6]  
[Anonymous], ANN TELECOMMUN
[7]  
[Anonymous], INT J DISTRIB SENSOR
[8]  
[Anonymous], IEEE T HUMAN MACH SY
[9]  
[Anonymous], P 23 INT C ADV GEOGR
[10]  
[Anonymous], 2011, Proceedings of the 17th annual international conference on Mobile computing and networking, DOI DOI 10.1145/2030613
12345678