A New Mobile Collaborative Approach Based Relays for Wireless Sensor Networks

By Guezouli Lyamine, Barka Kamel, Bouam Souheila

Abstract


The main purpose for wireless sensor networks is especially for data collection. Nevertheless, since the sensors are mostly immobile, the operation of transferring data they captured to the base station is a critical task since the exchange environment is unstable. Our approach consists in injecting mobile relay nodes whose mission is mainly to maximize the lifetime of the network, also to provide connectivity between any sensor and the base station, and to minimize the latency of receiving data sent to the base station. Smart mobility is the key for our approach to ensure reliability by forming a virtual mobile circle using relay nodes. We have proved formally and by simulation the effectiveness of our approach, the obtained results prove the efficiency of our approach.

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References


Y. Gu, F. Ren, Y. Ji, and J. Li, "The evolution of sink mobility management in wireless sensor networks: A survey," IEEE Communications Surveys & Tutorials, vol. 18, pp. 507-524, 2016.

J. Luo and J.-P. Hubaux, "Joint mobility and routing for lifetime elongation in wireless sensor networks," in INFOCOM 2005. 24th annual joint conference of the IEEE computer and communications societies. Proceedings IEEE, 2005, pp. 1735-1746.

W. Wang, V. Srinivasan, and K.-C. Chua, "Using mobile relays to prolong the lifetime of wireless sensor networks," in Proceedings of the 11th annual international conference on Mobile computing and networking, 2005, pp. 270-283.

T. Ojha, S. Misra, and N. S. Raghuwanshi, "Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges," Computers and Electronics in Agriculture, vol. 118, pp. 66-84, 2015.

J. Rice, K. Mechitov, S.-H. Sim, B. Spencer Jr, and G. Agha, "Enabling framework for structural health monitoring using smart sensors," Structural Control and Health Monitoring, vol. 18, pp. 574-587, 2011.

G. J. Pottie and W. J. Kaiser, "Wireless integrated network sensors," Communications of the ACM, vol. 43, pp. 51-58, 2000.

W. Zhao, "Proactive routing in highly-partitioned wireless and ad hoc networks," in proc of 9^< th> IEEE Workshop on Future Trends in Distributed Computing Systems (FTDCS) May, 2003, 2003.

K. Fall, "A delay-tolerant network architecture for challenged internets," in Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications, 2003, pp. 27-34.

R. Shah, S. Roy, S. Jain, and W. Brunette, "Data mules: modeling a threetier architecture for sparse networks," Ad hoc Networks, vol. 1, pp. 215-233, 2005.

R. Silva, J. S. Silva, and F. Boavida, "Mobility in wireless sensor networks–survey and proposal," Computer Communications, vol. 52, pp. 1-20, 2014.

A. Kansal, A. A. Somasundara, D. D. Jea, M. B. Srivastava, and D. Estrin, "Intelligent fluid infrastructure for embedded networks," in Proceedings of the 2nd international conference on Mobile systems, applications, and services, 2004, pp. 111-124.

G. Anastasi, M. Conti, M. Di Francesco, and A. Passarella, "Energy conservation in wireless sensor networks: A survey," Ad hoc networks, vol. 7, pp. 537-568, 2009.

S. R. Gandham, M. Dawande, R. Prakash, and S. Venkatesan, "Energy efficient schemes for wireless sensor networks with multiple mobile base stations," in Global telecommunications conference, 2003. GLOBECOM'03. IEEE, 2003, pp. 377-381.

G. Wang, G. Cao, T. La Porta, and W. Zhang, "Sensor relocation in mobile sensor networks," in INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings IEEE, 2005, pp. 2302-2312.

M. Conti, A. Passarella, and L. Pelusi, "Mobile-relay forwarding in opportunistic networks," in Chapter in Adaptive Techniques in Wireless Networks (M. Ibnkahla, Editor, 2008.

I. Chatzigiannakis, A. Kinalis, and S. Nikoletseas, "Sink mobility protocols for data collection in wireless sensor networks," in Proceedings of the 4th ACM international workshop on Mobility management and wireless access, 2006, pp. 52-59.

M. Di Francesco, S. K. Das, and G. Anastasi, "Data collection in wireless sensor networks with mobile elements: A survey," ACM Transactions on Sensor Networks (TOSN), vol. 8, p. 7, 2011.

Y. Gu, D. Bozdag, E. Ekici, F. Ozguner, and C.-G. Lee, "Partitioning based mobile element scheduling in wireless sensor networks," in Sensor and Ad Hoc Communications and Networks, 2005. IEEE SECON 2005. 2005 Second Annual IEEE Communications Society Conference on, 2005, pp. 386-395.

C. Intanagonwiwat, R. Govindan, and D. Estrin, "Directed diffusion: A scalable and robust communication paradigm for sensor networks," in Proceedings of the 6th annual international conference on Mobile computing and networking, 2000, pp. 56-67.

D. Turgut and L. Bölöni, "Heuristic approaches for transmission scheduling in sensor networks with multiple mobile sinks," The Computer Journal, vol. 54, pp. 332-344, 2011.

P. Mathur, R. H. Nielsen, N. R. Prasad, and R. Prasad, "Data collection using miniature aerial vehicles in wireless sensor networks," IET Wireless Sensor Systems, vol. 6, pp. 17-25, 2016.

T. F. Khan and D. S. Kumar, "Mobile collector aided energy reduced (MCER) data collection in agricultural wireless sensor networks," in Advanced Computing (IACC), 2016 IEEE 6th International Conference on, 2016, pp. 629-633.

R. C. S. S. R. Sushant, "Data mules: Modeling a three-tier architecture for sparse sensor networks," in the 2nd ACM International Workshop on Wireless Sensor, 2003.

W. Wang, V. Srinivasan, and K.-C. Chua, "Extending the lifetime of wireless sensor networks through mobile relays," IEEE/ACM Transactions on Networking (TON), vol. 16, pp. 1108-1120, 2008.

L. Guezouli, K. Barka, S. Bouam, and A. Zidani, "A variant of random way point mobility model to improve routing in wireless sensor networks," International Journal of Information and Communication Technology, vol. 13, pp. 407-423, 2018.