Abstract
A number of recently proposed mobile sensor network architectures rely on uncontrolled, or weakly-controlled mobility to achieve sensing coverage over time at low cost, an opportunistic sensor networking approach. However, this reliance on mobility also introduces a number of challenges. In this paper, we discuss the challenges inherent in this networking paradigm, and describe two composable techniques, sensor sharing and substitution, to make the system more robust in terms of data fidelity and delay. We present a numerical analysis of these techniques, separately and in combination, based on a simple Markov model of an opportunistic sensor network.
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Abdelzaher, T., Anokwa, Y., Boda, P., Burke, J., Estrin, D., Guibas, L., Kansal, A., Madden, S., Reich, J.: Mobiscopes for Human Spaces. IEEE Pervasive Computing 6(2), 20–29 (2007)
Barclay, L., Vega, C.: Audio-Biofeedback May Improve Stability for Patients With Bilateral Vestibular Loss. In: Medscape Medical News (2005), http://www.medscape.com/viewarticle/508833
Basu, P., Wang, K., Little, T.D.C.: Dynamic Task-based Anycasting in Mobile Ad Hoc Networks. Mobile Networks and Applications 8(5) (October 2003)
Campbell, A.T., Eisenman, S.B., Lane, N.D., Miluzzo, E., Peterson, R.A.: People-Centric Urban Sensing (Invited Paper). In: Proc. of 2nd ACM/IEEE Int’l Conf. on Wireless Internet (WiCon 2006), Boston (August 2006)
Carlin, C.M., Hastings, W.J.: Propulsion control sensor sharing opportunities. In: Proc. of the 21st AIAA Aerospace Sciences Meeting, Reno (January 1983)
Columbia University Morningside campus map (retrieved January 1, 2008), http://www.columbia.edu/about_columbia/map/images/maps-large/mudd.gif
Deshpande, A., Guestrin, C., Hong, W., Madden, S.: Exploiting Correlated Attributes in Acquisitional Query Processing. In: Proc. of the 21st Int’l Conf. on Data Engineering (ICDE 2005), Tokyo, April 2005, pp. 143–154 (2005)
Eisenman, S.B., Miluzzo, E., Lane, N.D., Peterson, R.A., Ahn, G.-S., Campbell, A.T.: The BikeNet Mobile Sensing System for Cyclist Experience Mapping. In: Proc. of 5th ACM Conf. on Embedded Networked Sensor Systems, Sydney (November 2007)
Eisenman, S.B., Campbell, A.T.: SkiScape Sensing (Poster Abstract). In: Proc. of ACM 4th Int’l Conf. on Embedded Networked Sensor Systems, Boulder (November 2006)
Eisenman, S.B., Lane, N.D., Campbell, A.T.: Quintet: Orchestrating Neighborhood Sensors to Increase Sensing Fidelity through Opportunistic Sharing. Dartmouth Computer Science Technical Report (December 2007)
Hruschka Jr., E.R., Hruschka, E.R., Ebecken, N.F.F.: Applying Bayesian Networks for Meteorological Data Mining. In: Proc. of the 25th SGAI Int’l Conf. on Innovative Techniques and Applications of Artificial Intelligence, Cambridge (December 2005)
Hull, B., Bychkovsky, V., Zhang, Y., Chen, K., Goraczko, M., Miu, A., Shih, E., Balakrishnan, H., Madden, S.: CarTel: A Distributed Mobile Sensor Computing System. In: Proc. of 4th Int’l Conf. on Embedded Networked Sensor Systems, Boulder, November 2006, pp. 125–138 (2006)
Lane, N.D., Lu, H., Campbell, A.T.: Ambient Beacon Localization: Using Sensed Characteristics of the Physical World to Localize Mobile Sensors. In: Proc. of 4th Workshop on Embedded Networked Sensors, Cork (June 2007)
Lorincz, K., Welsh, M.: MoteTrack: A Robust, Decentralized Approach to RF-Based Location Tracking. Springer Personal and Ubiquitous Computing 11(6), 489–503 (2007)
Lymberopoulos, D., Priyantha, N.B., Zhao, F.: mPlatform: A Reconfigurable Architecture and Efficient Data Sharing Mechanism for Modular Sensor Nodes. In: Proc. of Int’l Conf. on Information Processing in Sensor Networks, Cambridge, April 2007, pp. 128–137 (2007)
Miluzzo, E., Lane, N.D., Eisenman, S.B., Campbell, A.T.: CenceMe – Injecting Sensing Presence into Social Networking Applications. In: Kortuem, G., Finney, J., Lea, R., Sundramoorthy, V. (eds.) EuroSSC 2007. LNCS, vol. 4793, pp. 1–28. Springer, Heidelberg (2007)
Miluzzo, E., Lane, N.D., Campbell, A.T.: Virtual Sensing Range (Poster Abstract). In: Proc. of 4th ACM Conf. on Embedded Networked Sensor Systems, Boulder, November 2006, pp. 397–398 (2006)
Parker, A., Reddy, S., Schmid, T., Chang, K., Saurabh, G., Srivastava, M., Hansen, M., Burke, J., Estrin, D., Allman, M., Paxson, V.: Network System Challenges in Selective Sharing and Verification for Personal, Social, and Urban-scale Sensing Applications. In: Proc. of HotNets-V, Irvine (November 2006)
Parker, L.E., Chandra, M., Tang, F.: Enabling Autonomous Sensor-Sharing for Tightly-Coupled Cooperative Tasks. In: Multi-Robot Systems. From Swarms to Intelligent Automata, vol. III, pp. 119–130. Springer, Netherlands (2005)
Rakotonirainy, A., Groves, G.: Resource Discovery for Pervasive Environments. In: Proc. of the 4th Int’l Symp. on Distributed Objects and Applications, October 2002, pp. 866–883 (2002)
Randell, C., Djiallis, C., Muller, H.: Personal Position Measurement Using Dead Reckoning. In: Proc. of 7th IEEE Int’l Symp. on Wearable Computers, October 2003, pp. 166–173 (2003)
Reddy, S., Chen, G., Fulkerson, B., Kim, S.J., Park, U., Yau, N., Cho, J., Heidemann, J., Hansen, M.: Sensor-Internet Share and Search–Enabling Collaboration of Citizen Scientists. In: Proc. of the ACM Workshop on Data Sharing and Interoperability on the World-wide Sensor Web, Cambridge (April 2007)
Srivastava, M., Hansen, M., Burke, J., Parker, A., Reddy, S., Saurabh, G., Allman, M., Paxson, V., Estrin, D.: Wireless Urban Sensing Systems. CENS Technical Report #65 (2006)
Troxel, G.D., Caro, A., Castineyra, I., Goffee, N., Haigh, K.Z., Hussain, T., Kawadia, V., Rubel, P.G., Wiggins, D.: Cognitive Adaptation for Teams in ADROIT (Invited paper). In: IEEE Global Communications Conference, Washington D.C (November 2007)
Tuulos, V., Scheible, J., Nyholm, H.: Combining Web, Mobile Phones and Public Displays in Large-Scale: Manhattan Story Mashup. In: Proc. of the 5th Int’l Conf. on Pervasive Computing, Toronto (May 2007)
Voyadgis, D.E., Ryder, W.H.: Measuring the Performance of Ground Slope Generation. In: Proc. of the 16th Annual ESRI User Conf. (May 1996)
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Eisenman, S.B., Lane, N.D., Campbell, A.T. (2008). Techniques for Improving Opportunistic Sensor Networking Performance. In: Nikoletseas, S.E., Chlebus, B.S., Johnson, D.B., Krishnamachari, B. (eds) Distributed Computing in Sensor Systems. DCOSS 2008. Lecture Notes in Computer Science, vol 5067. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69170-9_11
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DOI: https://doi.org/10.1007/978-3-540-69170-9_11
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