Participatory sensing is the concept of communities (or other groups of people) contributing sensory information to form a body of knowledge.[1]
Description edit
A growth in mobile devices, for example smartphones, tablet computers or activity trackers, which have multiple sensors, has made participatory sensing viable in the large-scale. Participatory sensing can be used to retrieve information about the environment, weather, noise pollution,[2] urban mobility,[3] congestion as well as any other sensory information that collectively forms knowledge.
Such open communication systems could pose challenges to the veracity of transmitted information. Individual sensors may require a trusted platform[4] or hierarchical trust structures.[5]
Additional challenges include, but are not limited to, effective incentives for participation,[6] security,[7] reputation[8] and privacy.[9]
See also edit
References edit
- ^ wilsoncenter.org
- ^ Rana, Rajib; Chou, Chun-tung; Bulusu, Nirupama; Kanhere, Salil; Hu, Wen (2015). "Ear-Phone: A Context-Aware Noise Mapping Using Smart Phones". Pervasive and Mobile Computing. 17 (A): 1–22. arXiv:1310.4270. doi:10.1016/j.pmcj.2014.02.001. S2CID 2029253.
- ^ Xiao-Feng Xie & Zun-Jing Wang. (2015). "An empirical study of combining participatory and physical sensing to better understand and improve urban mobility networks." (PDF). Transportation Research Board (TRB) Annual Meeting. Washington, DC, USA.
- ^ Akshay Dua; Nirupama Bulusu; Wu-Chang Feng & Wen Hu. (2009). "Towards trustworthy participatory sensing". In Proceedings of the 4th USENIX conference on Hot topics in security. HotSec'09. USENIX Association, Berkeley, CA, USA. p. 8.
- ^ Raghu K. Ganti; Nam Pham; Yu-En Tsai & Tarek F. Abdelzaher (2008). "oolView: stream privacy for grassroots participatory sensing". Proceedings of the 6th ACM conference on Embedded network sensor systems. New York, NY, USA: ACM. pp. 281–294. doi:10.1145/1460412.1460440.
- ^ Juong-Sik Lee and Baik Hoh. 2010. Sell Your Experiences: A Market Mechanism based Incentive for Participatory Sensing. In Proceedings of the 8th Annual IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom'10), IEEE Computer Society, March 29 - April 2, 2010, Mannheim, Germany.
- ^ J. Burke, D. Estrin, M. Hansen, A. Parker, N. Ramanathan, S. Reddy, M. B. Srivastava. 2006. Participatory Sensing. In the Proceedings of the International Workshop on World-Sensor-Web (WSW'2006), ACM, October 31, 2006, Boulder, CO, U.S.A.
- ^ Wang, Xinlei; Cheng, Wei; Mohapatra, Prasant; Abdelzaher, Tarek (2014). "Enabling reputation and trust in privacy-preserving mobile sensing". IEEE Transactions on Mobile Computing. 13 (12): 2777–2790. doi:10.1109/TMC.2013.150. S2CID 17760599.
- ^ Emiliano De Cristofaro; Soriente, Claudio (2013). "Participatory Privacy: Enabling Privacy in Participatory Sensing". IEEE Network. 27 (1). arXiv:1201.4376.