Abstract
Wireless sensor networks (WSNs) offer much promise for target tracking and environmental monitoring. While many WSN routing protocols have been proposed to date, most of these focus on the mobility of observers and assume that targets are fixed. However, in reality, many applications require for sensing data to be propagated from multiple mobile targets to multiple mobile observers. In addition, WSNs often operate under strict energy constraints, and therefore reducing energy dissipation is also an important issue. In this paper, we present a grid-based routing scheme known as TRENS. First, we address the issue of the WSN comprising multiple mobile targets and observers—with TRENS being the first scheme of its kind to use tracking technology to increase the efficiency of routing procedures in the context of dynamic topology. Next, we introduce a shortcutting approach to resolve energy issues by optimizing routing paths and thus decreasing communication costs and latency. Finally, we conduct extensive simulations to show how TRENS conserves energy and performs better than other grid-based schemes.
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References
Akyildiz, I., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). A survey on sensor networks. IEEE communications magazine (pp. 102–114).
Al-Karaki, J. N., & Kamal, A. E. (2004). Routing techniques in wireless sensor netowks: A survey. IEEE wireless communications (pp. 6–28).
Xu, Y., Heidemann, J., & Estrin, D. (2001). Geography informed energy conservation for ad hoc routing. In Proceedings of the ACM mobile computing and networking (pp. 70–84).
Luo H., Ye F., Cheng J., Lu S., Zhang L. (2005) TTDD: Two-tier data dissemination in large-scale wireless sensor networks. Wireless Networks 11(1–2): 161–175
Yu, L., Wang, N., Zhang, W., & Zheng, C. (2006). GROUP: A grid-clustering routing protocol for wireless sensor networks. In Proceedings of the international conference on wireless communications, networking and mobile computing (WiCOM).
Le Xuan, H., Sed, D. H., & Lee, S. (2005). Minimum-energy data dissemination in coordination-based sensor networks. In Proceedings of the IEEE 11th international conference on embedded and real-time computing systems and applications (RTCSA 2005) (pp. 381–386).
Hornsberger, J., & Shoja, G. C. (2006). Geographic grid routing: Designing for reliability in wireless sensor networks. In Proceedings of the international conference on wireless communications and mobile computing (IWCMC 2006) (pp. 281–286).
Chen T-S., Chang Y-S., Tsai H-W., Chu C-P. (2007) Data aggregation of range querying for grid-based sensor networks. Journal of Information Science and Engineering, 23(4): 1103–1121
Chang R.-S., Lee A.-C. (2007) An energy efficient data query architecture for large scale sensor networks. IEICE Transaction on Communications 90(B2): 217–227
Yang, H., & Sikdor, B. (2003). A protocol for tracking mobile targets using sensor network, sensor network protocols and applications. In Proceedings of the first IEEE international workshop on sensornetwork protocols and applications, Anchorage, Alaska (pp. 71–81).
Zhang W., Cao G. (2004) DCTC: Dynamic convoy tree-based collaboration for target tracking in sensor networks. IEEE Transaction on Wireless Communications 3(5): 1689–1701
Sobeih, A., Chen, W.-P., Hou, J. C., Kung, L.-C., Li, N., Lim, H., et al. (2005). J-Sim: A simulation and emulation environment for wireless sensor networks. In Proceedings of the 38th annual simulation symposium (ANSS ′ 05) (pp. 175–187).
http://sites.google.com/site/jsimofficial/component-arch. The autonomous component architecture.
Sobeih A., Chen W-P., Hou J.C., Kung L-C., Li N., Lim H., Tyan H-Y., Zhang H. (2006) J-Sim: A simulation and emulation environment for wireless sensor networks. IEEE Wireless Communications 13: 104–119
Tseng Y.-C., Kuo S.-P., Lee H.-W., Huang C.-F. (2004) Location tracking in a wireless sensor network by mobile agents and its data fusion strategies. Computer Journal 47(4): 448–460
Tsai H.-W., Chu C.-P., Chen T.-S. (2007) Mobile object tracking in wireless sensor networks. Computer Communication 30: 1811–1825
Datta S., Stojmenovic I., Wu J. (2002) Internal node and shortcut based routing with guaranteed deliveryin wireless networks. Cluster Computing 5(2): 169–178
Ma X., Sun M.-T., Zhao G., Liu X. (2008) An efficient path pruning algorithm for geographical routing in wireless networks. IEEE Transactions on Vehicular Technology 57(4): 2474–2488
Albowicz, J., Chen, A., & Zhang, L. (2001). Recursive position estimation in sensor networks. In Proceedings of ICNP’01.
Savvides, A., Han, C. C., & Srivastava, M. B. (2001). Dynamic find-grained localization in ad-hoc networks for sensors. In Proceedings of international conference on mobile computing and networking (MobiCom 2001).
Wang, H., Elson, J., Girod, L., Estrin, D., & Yao K. (2003). Target classification and localization in habitat monitoring. In Proceeding of IEEE international conference on acoustics, speech, and signal (ICASSP’03) (Vol.4, pp. 6–10).
Solano, W. M., Junell, J., Schmalzel, J. L., & Shumard, K. C. (2004). Implementation of wireless and intelligent sensor technologies in the propulsion test environment. In Proceedings of sensors for industry conference, 2004, the ISA/IEEE (pp. 135–138).
http://www.isi.edu/nsnam/ns/. The network simulator—ns-2.
Chen, G., et al. SENSE—Sensor network simulator and emulator. http://www.ita.cs.rpi.edu/sense/index.html.
Varga A. (1999) Using the OMNeT++ discrete event simulation system in education. IEEE Transactions on Education 42(4): 372
http://www.omnetpp.org/. OMNeT++ discrete event simulation system.
Stemm M., Katz R.H. (1997) Measuring and reducing energy consumption of network interfaces in handheld devices. IEICE Transaction and Communication 80: 1125–1131
Xu, Y., Hendemann, J., & Estrin, D. (2000). Adaptive energy-conserving routing for multihop ad hoc networks. Technical report TR-2000-527, USC/Information Sciences Institute.
Faheem, Y., Boudjit, S., & Chen, K. (2009) Data dissemination strategies in mobile sink wireless sensor networks: A survey. In Proceedings of the 2nd IFIP (pp. 1–6).
Wang G., Wang T. et al (2009) Adaptive location updates for mobile sinks in wireless sensor networks. Journal of Supercomputing 47: 127–145
Yeow W. L., Tham C. K., Wong W. C. (2007) Energy efficient multiple target tracking in wireless sensor networks. IEEE Transaction on Vehicular Technology 56(2): 918–928
Mauve M., Widmer J., Harenstein H. (2001) A survey on position-based routing in mobile ad hoc networks. IEEE Network Magazine 15(6): 30–39
http://sites.google.com/site/jsimofficial/wireless-package. J-Sim wireless extension.
Broach, J., Maltz, D. A., Johnson, D. B., Hu, Y.-C., & Jetcheva, J. (1998). A performance comparison of multi-hop wireless ad hoc network routing protocols. In Proceedings of the fourth annual ACM/IEEE international conference on mobile computing and networking (pp. 85–97).
Heinzelman, W. R., Chandrakasan, A., & Balakrishnan, H. (2000). Energy-efficient communication protocol for wireless microsensor networks. In Proceedings of the 33rd annual Hawaii international conference on system sciences (pp. 3005–3014).
Li Y., Thai M.T., Wu W. (2008) Wireless sensor networks and applications. Springer, New York, p 91
Yick I., Mukherjee B., Ghosal D. (2008) Wireless sensor network survey. Computer Networks 52(12): 2292–2330
Vicaire P. et al (2009) Achieving long-term surveillance in vigilNet. ACM Transactions on Sensor Netowkrs 5(5): 626–648
Tseng Y.-C., Pan M.-S., Tsai Y.-Y (2006) Wireless sensor networks for emergency navigation. IEEE Computer 39(7): 55–62
Park C., Lee K.W. et al (2009) A route maintaining algorithm using neighbor table for mobile sinks. Wireless Networks Journal 15: 541–551
Wang, G., & Wang, T. (2007). Local update-based routing protocol in wireless sensor networks with mobile sinks. In Proceedings of ICC 2007 (pp. 3094–3099).
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Chi, YP., Chang, HP. A Tracking-Assisted Routing Scheme for Wireless Sensor Networks. Wireless Pers Commun 70, 411–433 (2013). https://doi.org/10.1007/s11277-012-0701-8
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DOI: https://doi.org/10.1007/s11277-012-0701-8