Abstract
Radio frequency (RF) spectrum is already dense enough and hard to add more broadband channels to meet the current user demands. Optical free-space communications could be an excellent alternative to the RF communications system, and it provides additional benefits, e.g., large bandwidth, high data rates and reliable communication link. Therefore, free-space optical (FSO) communication system becomes more attractive for the deployment of additional broadband channels, and it fulfils the current user demands of bandwidth-hungry applications. FSO communication links are susceptible to numerous meteorological conditions such as fog, snow, dust, smoke, scintillation and smog. Achieving better connectivity under the above-mentioned severe conditions is a crucial research question. Joint optical-RF communication system is developed to overcome the problems as mentioned earlier. The proposed adaptive optical-RF transmission system is optimized so that the system performance is maximized under all channel conditions. Optimization is achieved over the respective channel mappings, and the total required power by exploiting the proposed algorithm. The mapping schemes of each link are optimally chosen such that the total mutual information is maximized while distributing optimal power to the individual channel. Simulations are performed and verified with the analytical results to validate the proposed design. A comparison of the adaptive joint system (i.e., hybrid FSO-RF) over the non-adaptive system under various weather conditions is provided. From simulation results, the performance gain of more than 1 dB is achieved under the minimum power level. It is, therefore, recommended that the adaptive hybrid FSO-RF communication system is always an optimum solution for all weather conditions.
Similar content being viewed by others
Abbreviations
- APD:
-
Avalanche photodiode
- APSO:
-
Accelerated particle swarm optimization
- BPSK:
-
Binary phase-shift keying
- DEC:
-
Decoder
- ENC:
-
Encoder
- E/O:
-
Electrical to optical
- EXIT:
-
Extrinsic information transfer
- FSO:
-
Free-space optical
- GGD:
-
Gamma–Gamma distribution
- IR:
-
Infrared
- IIGN:
-
Input-independent Gaussian noise
- IM/DD:
-
Intensity modulation with direct detection
- JPC:
-
Joint power constraints
- LDPC:
-
Low-density parity check
- LED:
-
Light emitting diodes
- LOS:
-
Line-of-sight
- MI:
-
Mutual information
- OWC:
-
Optical wireless communication
- OOK:
-
On–off keying
- PIN:
-
Positive-intrinsic-negative
- pdf:
-
Probability density function
- 4-PAM:
-
4-Level pulse amplitude modulation
- RF:
-
Radio frequency
- SDGN:
-
Signal-dependent Gaussian noise
- SNR:
-
Signal-to-noise ratio
- VLC:
-
Visible light communication
- k :
-
Information bits
- \(b_{\mathrm{r}}\) :
-
Encoded bits over the RF channel
- \({\mathcal {S}}\) :
-
FSO channel input constellations
- \({\widehat{s}}\) :
-
RF channel symbols
- \(s_{\mathrm{H}}\) :
-
Hybrid symbol
- \(m_{\mathrm{H}}\) :
-
Modulation rate
- \({\widehat{f}}\) :
-
RF channel bit fraction
- b :
-
Encoded bits
- \(b_{\mathrm{o}}\) :
-
Encoded bits over the FSO channel
- \(\widehat{{\mathcal {S}}}\) :
-
RF channel input constellations
- s :
-
FSO channel symbols
- \(\tau\) :
-
Codeword duration
- \(P_{\mathrm{o}}\) :
-
Transmit power
- f :
-
Optical channel bit fraction
References
Alouini, M.S., Borgsmiller, S.A., Steffes, P.G.: Channel characterization and modeling for Ka-band very small aperture terminals. Proc. IEEE (1997). https://doi.org/10.1109/5.598420
Pham, H.T.T., Dang, N.T., Vu, L.T., Bui, H.T.: A survey of performance improvement methods for free-space optical communication systems (2014). https://doi.org/10.1109/ATC.2014.7043491
Zhang, Y., Park, Y., Kim, B., Kim, K.: Performance analysis of hybrid FSO/RF system (2011). https://doi.org/10.1109/ICUFN.2011.5949176
Kedar, D., Arnon, S.: Urban optical wireless communication networks: the main challenges and possible solutions. IEEE Commun. Mag. 42(5), S2–S7 (2004)
Cvijetic, N., Wilson, S.G., Brandt-Pearce, M.: Performance bounds for free-space optical MIMO systems with APD receivers in atmospheric turbulence. IEEE J. Sel. Areas Commun. (2008). https://doi.org/10.1109/JSAC-OCN.2008.029407
Izadpanah, H., ElBatt, T., Kukshya, V., Dolezal, F., Ryu, B.K.: High-availability free space optical and RF hybrid wireless networks. IEEE Wirel. Commun. (2003). https://doi.org/10.1109/MWC.2003.1196402
Khan, M.N., Jamil, M., Hussain, M.: Adaptation of hybrid FSO/RF communication system using puncturing technique. Radioengineering (2016). https://doi.org/10.13164/re.2016.0644
Narmanlioglu, O., Kizilirmak, R.C., Baykas, T., Uysal, M.: Link adaptation for MIMO OFDM visible light communication systems. IEEE Access (2017). https://doi.org/10.1109/ACCESS.2017.2771333
Khan, M.N., Jamil, M.: Adaptive hybrid free space optical/radio frequency communication system. Telecommun. Syst. (2017). https://doi.org/10.1007/s11235-016-0217-8
Makki, B., Svensson, T., Eriksson, T., Alouini, M.S.: On the performance of RF-FSO links with and without hybrid ARQ. IEEE Trans. Wirel. Commun. (2016). https://doi.org/10.1109/TWC.2016.2549537
Tang, Y., Brandt-Pearce, M., Wilson, S.G.: Link adaptation for throughput optimization of parallel channels with application to hybrid FSO/RF systems. IEEE Trans. Commun. (2012). https://doi.org/10.1109/TCOMM.2012.061412.100460
Khodakarami, H., Lahouti, F.: Link adaptation for physical layer security over wireless fading channels. IET Commun. (2012). https://doi.org/10.1049/iet-com.2011.0319
Li, Y., Lei, X., Xiao, Y., Yang, P., Zheng, C., Xiang, W.: Power allocation for pre-coding aided spatial modulation. IEEE Commun. Lett. (2018). https://doi.org/10.1109/LCOMM.2018.2797226
Rakia, T., Yang, H.C., Alouini, M.S., Gebali, F.: Outage analysis of practical FSO/RF hybrid system with adaptive combining. IEEE Commun. Lett. (2015). https://doi.org/10.1109/LCOMM.2015.2443771
Nock, K., Font, C., Rupar, M.: Adaptive transmission algorithms for a hard-switched FSO/RF link (2016). https://doi.org/10.1109/MILCOM.2016.7795440
Webb, P.P., McIntyre, R.J., Conradi, J.: Properties of avalanche photodiodes. RCA Rev. 35(1), 234–278 (1974)
Khan, M.N.: Importance of noise models in FSO communications. EURASIP J. Wirel. Commun. Netw. (2014). https://doi.org/10.1186/1687-1499-2014-102
McIntyre, R.J.: Recent developments in silicon avalanche photodiodes. Measurement (1985). https://doi.org/10.1016/0263-2241(85)90024-7
Fong, S., Wong, R., Vasilakos, A.V.: Accelerated PSO swarm search feature selection for data stream mining big data. IEEE Trans. Serv. Comput. (2016). https://doi.org/10.1109/TSC.2015.2439695
Al-Ahmadi, S.: The gamma-gamma signal fading model: a survey wireless corner. IEEE Antennas Propag. Mag. (2014). https://doi.org/10.1109/MAP.2014.6971962
Huang, Z., Wang, Z., Huang, M., Li, W., Lin, T., He, P., Ji, Y.: Hybrid optical wireless network for future SAGO-integrated communication based on FSO/VLC heterogeneous interconnection. IEEE Photonics J. (2017). https://doi.org/10.1109/JPHOT.2017.2655004
Gallager, R.: Information Theory and Reliable Communication. McGraw-Hill, New York (1968)
Gallager, R.: Low-density parity-check codes. IRE Trans. Inf. Theory (1962). https://doi.org/10.1109/TIT.1962.1057683
Hagenauer, J.: The EXIT chart—introduction to extrinsic information transfer in iterative processing. Proc. 12th EUSIPCO’04, pp. 1541–1548 (2004)
Khan, M.N., et al.: Maximizing throughput of hybrid FSO-RF communication system: an algorithm. IEEE Access (2018). https://doi.org/10.1109/ACCESS.2018.2840535
Khan, M.N., Cowley, W.G., Nguyen, K.D.: Link adaptation of FAHOR communication system (2012). https://doi.org/10.1109/AusCTW.2012.6164917
Acknowledgements
The author would like to thank Prof. Bill Cowley and Dr. Khoa D. Nguyen from the Institute for Telecommunication Research, South Australia, for providing helpful support and useful suggestions during the course of investigation.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Khan, M.N., Kashif, H. & Rafay, A. Performance and optimization of hybrid FSO/RF communication system in varying weather. Photon Netw Commun 41, 47–56 (2021). https://doi.org/10.1007/s11107-020-00914-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11107-020-00914-8