Abstract
Drawing increasing attention, free-space optics (FSO) is a cost-effective technology to support data intensive communications. Cooperative diversity is considered to be an effective means for combating weather turbulence in FSO networks. In this paper, we consider the challenging problem of joint relay selection and power allocation in FSO networks. The objective was to maximize the FSO network-wide throughput under constraints of a given power budget and a limited number of FSO transceivers. The problem is formulated as a mixed integer nonlinear programming (MINLP) problem, which is NP-hard. We first adopt the reformulation-linearization technique (RLT) to derive an upper bound for the original MINLP problem. Due to the relaxation, the solutions obtained from RLT are infeasible. We then propose both centralized and distributed algorithms using bipartite matching and convex optimization to obtain highly competitive solutions. The proposed algorithms are shown to outperform the noncooperative scheme and an existing relay selection protocol with considerable gains through simulations.
Similar content being viewed by others
References
Abou-Rjeily, C.: Achievable diversity orders of decode-and-forward cooperative protocols over Gamma-Gamma fading FSO links. IEEE Trans. Commun. 61(9), 3919–3930 (2013)
Abou-Rjeily, C., Haddad, S.: Cooperative FSO systems: performance analysis and optimal power allocation. J. Lightwave Technol. 29(7), 1058–1065 (2011)
Abou-Rjeily, C., Slim, A.: Cooperative diversity for free-space optical communications: transceiver design and performance analysis. IEEE Trans. Commun. 59(3), 658–663 (2011)
Aladeloba, A., Woolfson, M., Phillips, A.: WDM FSO network with turbulence-accentuated interchannel crosstalk. IEEE/OSA J. Opt. Commun. Netw. 5(6), 641–651 (2013)
András, F.: On Kuhn’s Hungarian Method—A tribute from Hungary. Technical Report TR-2004-14, the Egrerváry Research Group, Pázmány P. sétány 1/C, H1117, Budapest, Hungary (2004)
Boyd, S., Vandenberghe, L.: Convex Optimization. Cambridge University Press, Cambridge (2004)
Brito, I., Meseguer, P.: Distributed stable marriage problem. In: Proceedings of the Sixth International Workshop in Distributed Constraint Reasoning, pp. 135–147. Edinburgh, Scotland (2005)
Chatzidiamantis, N., Michalopoulos, D., Kriezis, E., Karagiannidis, G., Schober, R.: Relay selection in relay-assisted free space optical systems. In: Proceedings of the IEEE GLOBECOM’11, pp. 1–6, Houston, TX (2011)
Farid, A., Hranilovic, S.: Diversity gain and outage probability for MIMO free-space optical links with misalignment. IEEE Trans. Commun. 60(2), 479–487 (2012)
Hu, D., Mao, S.: Cooperative relay in cognitive radio networks: decode-and-forward or amplify-and-forward? In: Proceedings of the IEEE GLOBECOM’10, pp. 1–5, Miami, FL (2010)
Huang, Y., Mao, S.: Downlink power control for variable bit rate videos over multicell wireless networks. In: Proceedings of the IEEE INFOCOM’11, pp. 2561–2569, Shanghai, China (2011)
Johnsi, A., Saminadan, V.: Performance of diversity combining techniques for fso-mimo system. In: Proceedings of the IEEE 2013 International Conference on Communications and Signal Processing (ICCSP), pp. 479–483, Melmaruvathur, India (2013)
Kashani, M., Safari, M., Uysal, M.: Optimal relay placement and diversity analysis of relay-assisted free-space optical communication systems. IEEE/OSA J. Opt. Commun. Netw. 5(1), 37–47 (2013)
Kompella, S., Mao, S., Hou, Y.T., Sherali, H.D.: Cross-layer optimized multipath routing for video communications in wireless networks. IEEE J. Sel. Areas Commun. 25(4), 831–840 (2007)
Laneman, N., Tse, D., Wornell, G.: Cooperative diversity in wireless networks: efficient protocols and outage behavior. IEEE Trans. Inf. Theory 50(11), 3062–3080 (2004)
Palomar, D., Chiang, M.: A tutorial on decomposition methods for network utility maximization. IEEE J. Sel. Areas Commun. 24(8), 1439–1451 (2006)
Rajakumar, V., Smadi, M., Ghosh, S., Todd, T., Hranilovic, S.: Interference management in WLAN mesh networks using free-space optical links. J. Lightwave Techno. 26(13), 1735–1743 (2008)
Safari, M., Rad, M., Uysal, M.: Multi-hop relaying over the atmospheric Poisson channel: outage analysis and optimization. IEEE Trans. Commun. 60(3), 817–829 (2012)
Safari, M., Uysal, M.: Relay-assisted free-space optical communication. IEEE Trans. Wirel. Commun. 7(12), 5441–5449 (2008)
Sharma, V., Kaur, G.: Modelling of ofdm-odsb-fso transmission system under different weather conditions. In: Proceedings of the Third International Conference on Advanced Computing and Communication Technologies (ACCT) 2013, pp. 154–157, Rohtak, India (2013)
Sherali, H.D., Adams, W.P.: A Reformulation-Linearization Technique for Solving Discrete and Continuous Nonconvex Problems. Kluwer, Boston (1999)
Sivakumar, V.V., Hu, D., Agrawal, P.: Relay positioning for energy saving in cooperative networks. In: IEEE 45th Southeastern Symposium on System Theory, pp. 1–5, Waco, TX (2013)
Son, I.K., Mao, S.: Design and optimization of a tiered wireless access network. In: Proceedings of the IEEE INFOCOM’10, pp. 1–9. San Diego, CA (2010)
Son, I.K., Mao, S., Das, S.K.: On the design and optimization of a free space optical access network. Elsevier Opt. Switch. Netw. 11((Part A)), 29–43 (2014)
Son, I.K., Mao, S., Das, S.K.: On joint topology design and load balancing in FSO networks. Elsevier Opt. Switch. Netw. 11((Part A)), 92–104 (2014)
The National Aeronautics and Space Administration (NASA): NASA Beams ’Hello, World!’ Video from Space via Laser. (online). http://www.jpl.nasa.gov/news/news.php?release=2014-177
Vavoulas, A., Sandalidis, H., Varoutas, D.: Weather effects on FSO network connectivity. IEEE/OSA J. Opt. Commun. Netw. 4(10), 734–740 (2012)
Zhou, H., Babaei, A., Mao, S., Agrawal, P.: Algebraic connectivity of degree constrained spanning trees for FSO networks. In: Proceedings of the IEEE ICC’13, pp. 1–6, Budapest, Hungary (2013)
Zhou, H. Mao, S., Agrawal, P.: Optical power allocation for adaptive WDM transmission in free space Optical networks. In: Proceedings of the IEEE WCNC’14, pp. 1–6, Istanbul, Turkey (2014)
Acknowledgments
This work is supported in part by the US National Science Foundation (NSF) under Grants CNS-1145446 and CNS-1320664, and through the NSF Broadband Wireless Access & Applications Center (BWAC) site at Auburn University. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the foundation.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Zhou, H., Mao, S. & Agrawal, P. On relay selection and power allocation in cooperative free-space optical networks. Photon Netw Commun 29, 1–11 (2015). https://doi.org/10.1007/s11107-014-0465-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11107-014-0465-z