Abstract
Energy consumption is a major limitation of wireless sensor networks, with irreplaceable tiny sensors and multi-hop communication in sensor data aggregation as major contributors to this problem. While existing single hop data collection schemes reduce individual sensor energy consumption, they suffer from longer latency and low data delivery ratio. In face of these problems, we propose a mobile data collection network (MDCNet) as a new paradigm for wireless sensing applications. MDCNet is a fully self-deployed mesh network with virtual mesh nodes (mobile relay nodes), through which sensor data can be collected in a single hop and transmitted to the sinks. Our simulation results, based on NS-2, indicate that this new approach can achieve short latency and high data delivery ratio.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Shah, R., Roy, S., Jain, S., Brunette, W.: Data MULEs: Modeling a Three-tier Architecture for Sparse Sensor Networks. In: Proc. of the 1st IEEE SNPA (2003)
Gandham, S., Dawande, M., Prakash, R., Venkatesan, S.: Energy-efficient schemes for wireless sensor networks with multiple mobile base stations. In: Proceedings of IEEE GLOBECOM (December 2003)
Hou, Y.T., Shi, Y., Sherali, H.D., Midkiff, S.F.: Prolonging Sensor Network Lifetime with Energy Provisioning and Relay Node Placement. In: SECON 2005, pp. 295–304 (2005)
Jea, D., Somasundara, A., Srivastava, M.: Multiple Controlled Mobile Elements (Data Mules) for Data Collection in Sensor Networks. In: Proc. of the 1st IEEE/ACM DCOSS (2005)
Basagni, S., Carosi, A., Melachrinoudis, E., Petrioli, C., Wang, Z.M.: Controlled Sink Mobility for Prolonging Wireless Sensor Networks Lifetime. Wireless Networks 14(6), 831–858 (2007)
Li, J., Mohapatra: Analytical modeling and mitigation techniques for the energy hole problem in sensor networks. Pervasive Mobile Computing 3(3), 233–254 (2007)
Shi, Y., Hou, Y.T.: Theoretical results on base station movement problem for sensor network. In: IEEE INFOCOM (2008)
Wang, W., Srinivasan, V., Chua, K.C.: Extending the Lifetime of Wireless Sensor Networks through Mobile Relays. IEEE/ACM Transactions on Networking, 1108–1120 (2008)
Weifa, L., Jun, L.: Network lifetime maximization in sensor networks with multiple mobile sinks. In: IEEE Conference on Local Computer Networks, LCN (2011)
Tang, S., Yuan, J., Li, X., Liu, Y., Chen, G., Gu, M., Zhao, J., Dai, G.: DAWN: Energy Efficient Data Aggregation in WSN with Mobile Sinks. In: IEEE International Workshop on Quality of Service (2010)
Di Francesco, M., Das, S., Anastasi, G.: Data Collection in Wireless Sensor Networks with Mobile Elements: A Survey. ACM Transactions on Sensor Networks (2011)
Fall, K.: A delay-tolerant network architecture for challenged internets. In: Proceedings of the 2003 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications (SIGCOMM), pp. 27–34 (2003)
Hua, K.A., Xie, F.: A Dynamic Stream Merging Technique for Video-on-Demand Services over Wireless Mesh Access Networks. In: Proceedings of IEEE Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2010 (2010)
Braun, T., Coulson, G., Staub, T.: Towards virtual mobility support in a federated testbed for wireless sensor networks. In: Proceedings of the Sixth Workshop on Wireless and Mobile Ad Hoc Networks, Kiel, Germany, March 10-11 (2011)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Li, K., Hua, K.A. (2012). Mobile Data Collection Networks for Wireless Sensors. In: Dziech, A., Czyżewski, A. (eds) Multimedia Communications, Services and Security. MCSS 2012. Communications in Computer and Information Science, vol 287. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30721-8_20
Download citation
DOI: https://doi.org/10.1007/978-3-642-30721-8_20
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-30720-1
Online ISBN: 978-3-642-30721-8
eBook Packages: Computer ScienceComputer Science (R0)