Abstract
This work considers applying simultaneous wireless information and power transfer (SWIPT) technique to cooperative clustered wireless sensor networks, where energy-constrained relay nodes harvest the ambient radio frequency (RF) signal and use the harvested energy to forward the packets from sources to destinations. To this end, we first formulate the energy-efficient cooperative transmission (eCotrans) problem for SWIPT in clustered wireless sensor networks as a non-convex constrained optimization problem. Then by exploiting fractional programming and dual decomposition, we develop a distributed iteration algorithm for power allocation, power splitting, and relay selection to solve the non-convex optimization problem. We find that power splitting ratio plays an imperative role in relay selection. Our simulation results illustrate that the proposed algorithm can converge within a few iterations and the numerical analysis provides practical insights into the effect of various system parameters, such as the number of relay nodes, the intercluster distance and the maximum transmission power allowance, on energy efficiency and average harvested power.
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References
Siam, M.Z., Krunz, M., Younis, O.: Energy-efficient clustering/routing for cooperative mimo operation in sensor networks. In: INFOCOM 2009, pp. 621–629. IEEE (2009). doi:10.1109/INFCOM.2009.5061969
Li, B., Li, H., Wang, W., Yin, Q., Liu, H.: Performance analysis and optimization for energy-efficient cooperative transmission in random wireless sensor network. IEEE Trans. Wireless Commun. 12(9), 4647–4657 (2013). doi:10.1109/TWC.2013.072313.121949
Wu, D., Cai, Y., Zhou, L., Wang, J.: A cooperative communication scheme based on coalition formation game in clustered wireless sensor networks. IEEE Trans. Wireless Commun. 11(3), 1190–1200 (2012). doi:10.1109/TWC.2012.012712.111049
Zhou, Z., Zhou, S., Cui, J.H., Cui, S.: Energy-efficient cooperative communication based on power control and selective single-relay in wireless sensor networks. IEEE Trans. Wireless Commun. 7(8), 3066–3078 (2008). doi:10.1109/TWC.2008.061097
Zhou, Z., Zhou, S., Cui, S., Cui, J.H.: Energy-efficient cooperative communication in a clustered wireless sensor network. IEEE Trans. Veh. Technol. 57(6), 3618–3628 (2008). doi:10.1109/TVT.2008.918730
Krikidis, I., Timotheou, S., Nikolaou, S., Zheng, G., Ng, D.W.K., Schober, R.: Simultaneous wireless information and power transfer in modern communication systems. IEEE Commun. Mag. 52(11), 104–110 (2014). doi:10.1109/MCOM.2014.6957150
Guo, S., Wang, C., Yang, Y.: Joint mobile data gathering and energy provisioning in wireless rechargeable sensor networks. IEEE Trans. Mob. Comput. 13(12), 2836–2852 (2014). doi:10.1109/TMC.2014.2307332
Li, J., Wang, C., Ye, F., Yang, Y.: Netwrap: An NDN based real time wireless recharging framework for wireless sensor networks. In: 2013 IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems (MASS), pp. 173–181 (2013)
Yang, Y., Wang, C.: Wireless Rechargeable Sensor Networks. Springer (2015)
Zhao, M., Li, J., Yang, Y.: A framework of joint mobile energy replenishment and data gathering in wireless rechargeable sensor networks. IEEE Trans. Mob. Comput. 13(12), 2689–2705 (2014). doi:10.1109/TMC.2014.2307335
Varshney, L.R.: Transporting information and energy simultaneously. In: IEEE International Symposium on Information Theory, ISIT 2008, pp. 1612–1616. IEEE (2008)
Zhou, X., Zhang, R., Ho, C.K.: Wireless information and power transfer: Architecture design and rate-energy tradeoff. IEEE Trans. Commun. 61(11), 4754–4767 (2013)
Chen, X., Wang, X., Chen, X.: Energy-efficient optimization for wireless information and power transfer in large-scale mimo systems employing energy beamforming. IEEE Wireless Commun. Lett. 2(6), 667–670 (2013)
Chen, X., Yuen, C., Zhang, Z.: Wireless energy and information transfer tradeoff for limited-feedback multiantenna systems with energy beamforming. IEEE Trans. Veh. Technol. 63(1), 407–412 (2014)
Ding, Z., Krikidis, I., Sharif, B., Poor, H.V.: Wireless information and power transfer in cooperative networks with spatially random relays. IEEE Trans. Wireless Commun. 13(8), 4440–4453 (2014)
Lee, S., Zhang, R., Huang, K.: Opportunistic wireless energy harvesting in cognitive radio networks. IEEE Trans. Wireless Commun. 12(9), 4788–4799 (2013)
Nasir, A.A., Zhou, X., Durrani, S., Kennedy, R.A.: Relaying protocols for wireless energy harvesting and information processing. IEEE Trans. Wireless Commun. 12(7), 3622–3636 (2013)
Ng, D.W.K., Lo, E.S., Schober, R.: Wireless information and power transfer: energy efficiency optimization in ofdma systems. IEEE Trans. Wireless Commun. 12(12), 6352–6370 (2013)
Xu, J., Liu, L., Zhang, R.: Multiuser miso beamforming for simultaneous wireless information and power transfer. IEEE Trans. Signal Process. 62(18), 4798–4810 (2014)
Zhang, R., Ho, C.K.: Mimo broadcasting for simultaneous wireless information and power transfer. IEEE Trans. Wireless Commun. 12(5), 1989–2001 (2013)
Zhou, X., Zhang, R., Ho, C.K.: Wireless information and power transfer in multiuser ofdm systems. IEEE Trans. Wireless Commun. 13(4), 2282–2294 (2014)
Ng, D.W.K., Lo, E.S., Schober, R.: Energy-efficient resource allocation for secure ofdma systems. IEEE Trans. Veh. Technol. 61(6), 2572–2585 (2012)
Ng, D.W.K., Lo, E.S., Schober, R.: Robust beamforming for secure communication in systems with wireless information and power transfer. IEEE Trans. Wireless Commun. 13(8), 4599–4615 (2014)
Xiang, Z., Tao, M.: Robust beamforming for wireless information and power transmission. IEEE Wirel. Commun. Lett. 1(4), 372–375 (2012)
Liu, Y., Chen, W.: Limited-feedback-based adaptive power allocation and subcarrier pairing for ofdm df relay networks with diversity. IEEE Trans. Veh. Technol. 61(6), 2559–2571 (2012)
Zhou, Z., Zhou, S., Cui, S., Cui, J.H.: Energy-efficient cooperative communication in clustered wireless sensor networks. In: Proceedings of the 2006 IEEE conference on Military communications, pp. 1292–1298. IEEE Press (2006)
Ma, Y., Leith, A., Alouini, M.S., Shen, X.: Weighted-snr-based fair scheduling for uplink ofdma. In: Global Telecommunications Conference, GLOBECOM 2009, pp. 1–6. IEEE (2009)
Dinkelbach, W.: On nonlinear fractional programming. Manage. Sci. 13(7), 492–498 (1967)
Liu, L., Zhang, R., Chua, K.C.: Wireless information and power transfer: a dynamic power splitting approach. IEEE Trans. Commun. 61(9), 3990–4001 (2013)
Liu, L., Zhang, R., Chua, K.C.: Wireless information transfer with opportunistic energy harvesting. IEEE Trans. Wireless Commun. 12(1), 288–300 (2013)
Ng, D.W.K., Lo, E.S., Schober, R.: Energy-efficient resource allocation in ofdma systems with large numbers of base station antennas. IEEE Trans. Wireless Commun. 11(9), 3292–3304 (2012)
Yu, W., Lui, R.: Dual methods for nonconvex spectrum optimization of multicarrier systems. IEEE Trans. Commun. 54(7), 1310–1322 (2006)
Boyd, S., Vandenberghe, L.: Convex Optimization. Cambridge university press (2004)
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Guo, S., Yang, Y., Yu, H. (2016). Energy-Efficient Cooperative Transmission for SWIPT in Wireless Sensor Networks. In: Nikoletseas, S., Yang, Y., Georgiadis, A. (eds) Wireless Power Transfer Algorithms, Technologies and Applications in Ad Hoc Communication Networks. Springer, Cham. https://doi.org/10.1007/978-3-319-46810-5_11
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DOI: https://doi.org/10.1007/978-3-319-46810-5_11
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