Towards Large-scale Drive-by Sensing with Multi-purpose City Scanner Nodes

作者: Simone Mora , Amin Anjomshoaa , Tom Benson , Fabio Duarte , Carlo Ratti

DOI: 10.1109/WF-IOT.2019.8767186

关键词:

摘要: Drive-by sensing has the potential to provide hyper-local data study a number of urban phenomena and deliver actionable insights for public good. Yet drive-by deployments are often characterized by small fleets, huge costs lack flexibility adapt city’s multiple needs. The City Scanner project aims accelerate development turning everyday vehicles into nodes. In this paper we present Greta II, solar-powered platform that allows low-cost continuous collection streaming phenomena. Thanks modular design it can be customized with off-the-shelf sensors re-used across different deployments. II easily built deployed without disrupting vehicle’s normal operation. been validated during test in two large American cities collect air quality data. Drawing on our experience building deploying discuss challenges solved enabling large-scale sensing.

参考文章(14)
Jong Hoon Ahnn, Miodrag Potkonjak, VeSense: High-performance and energy-efficient vehicular sensing platform Pervasive and Mobile Computing. ,vol. 12, pp. 112- 122 ,(2014) , 10.1016/J.PMCJ.2013.05.001
Claudio E. Palazzi, Fabio Pezzoni, Pedro M. Ruiz, Delay-bounded data gathering in urban vehicular sensor networks Pervasive and Mobile Computing. ,vol. 8, pp. 180- 193 ,(2012) , 10.1016/J.PMCJ.2011.06.008
Dragomir Anguelov, Carole Dulong, Daniel Filip, Christian Frueh, Stéphane Lafon, Richard Lyon, Abhijit Ogale, Luc Vincent, Josh Weaver, Google Street View: Capturing the World at Street Level IEEE Computer. ,vol. 43, pp. 32- 38 ,(2010) , 10.1109/MC.2010.170
Mario Gerla, Jui-Ting Weng, Eugenio Giordano, Giovanni Pau, Vehicular testbeds — Validating models and protocols before large scale deployment 2012 International Conference on Computing, Networking and Communications (ICNC). pp. 665- 669 ,(2012) , 10.1109/ICCNC.2012.6167506
David Hasenfratz, Olga Saukh, Christoph Walser, Christoph Hueglin, Martin Fierz, Tabita Arn, Jan Beutel, Lothar Thiele, Deriving high-resolution urban air pollution maps using mobile sensor nodes Pervasive and Mobile Computing. ,vol. 16, pp. 268- 285 ,(2015) , 10.1016/J.PMCJ.2014.11.008
Yanmin Zhu, Xuemei Liu, Yin Wang, Pervasive Urban Sensing with Large-Scale Mobile Probe Vehicles International Journal of Distributed Sensor Networks. ,vol. 9, pp. 762503- ,(2013) , 10.1155/2013/762503
Paul M. Aoki, R. J. Honicky, Alan Mainwaring, Chris Myers, Eric Paulos, Sushmita Subramanian, Allison Woodruff, A vehicle for research: using street sweepers to explore the landscape of environmental community action human factors in computing systems. pp. 375- 384 ,(2009) , 10.1145/1518701.1518762
Wazir Zada Khan, Yang Xiang, Mohammed Y Aalsalem, Quratulain Arshad, Mobile Phone Sensing Systems: A Survey IEEE Communications Surveys and Tutorials. ,vol. 15, pp. 402- 427 ,(2013) , 10.1109/SURV.2012.031412.00077
Jakob Eriksson, Lewis Girod, Bret Hull, Ryan Newton, Samuel Madden, Hari Balakrishnan, The pothole patrol Proceeding of the 6th international conference on Mobile systems, applications, and services - MobiSys '08. pp. 29- 39 ,(2008) , 10.1145/1378600.1378605
Wei Dong, Gaoyang Guan, Yuan Chen, Kai Guo, Yi Gao, Mosaic: Towards City Scale Sensing with Mobile Sensor Networks international conference on parallel and distributed systems. pp. 29- 36 ,(2015) , 10.1109/ICPADS.2015.12