Abstract
Future deep space explorations and spatial information networks (SINs) are with the increasing demands for high data rate services, the application of Ka-band channel is viewed as a primary solution. However, the Ka-band channel is much more sensitive to the weather conditions than S/C/X-band channels. In this paper, the noise temperature on Ka-band channel is modeled as N-states Markov channel, and a practical time-varying rain attenuation prediction model is proposed based on the Autoregressive-Moving-Average (ARMA) model. By considering the tradeoffs between transmission latency, reliability and power allocations consumptions, we design an adaptive rateless coding scheme based on the analog fountain codes. Simulation results show that our proposed scheme can effectively improve the throughput and efficiency.
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Jia, M., Gu, X., Guo, Q., Xiang, W., Zhang, N.: Broadband hybrid satellite-terrestrial communication systems based on cognitive radio toward 5G. IEEE Wireless Commun. 23(6), 96–106 (2016)
Wu, H.T., Jiao, J., Gu, S.S.: Optimal data transmission policy in deep space time-varying channels. J. Astronaut. 37(2), 216–222 (2016)
Nie, S.X., Gu, S.S., Jiao, J., Xiang, W., Zhang, Q.Y.: A novel systematic raptor network coding scheme for mars-to-earth relay communications. In: 2016 IEEE Wireless Communications and Networking Conference (WCNC), Qatar (2016)
Wang, Y., Jiao, J., Wu, S.H., Li, Y.H., Zhang, Q.Y.: Rateless coding scheme for time-varying dying channels. In: 2016 8th International Conference on Wireless Communications and Signal Processing (WCSP), Yangzhou, China (2016)
Chen, C., Jiao, J., Wu, H.T., Li, Y.H., Zhang, Q.Y.: Adaptive rateless coding scheme for deep-space Ka-band communications. In: 2016 IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE), Germany, pp. 26–29 (2016)
Shi, L., Jiao, J., Sabbagh, A., Wang, R.H.: Integration of reed-solomon codes to Licklider Transmission Protocol (LTP) for space DTN. IEEE Aerosp. Electron. Syst. Mag. 32(4), 48–55 (2017)
Zhou, J., Jiao, J., Yang, Z.: Research on Ka-band adaptive erasure codes in deep space communications. J. Astronaut. 34(1), 92–98 (2013)
Jiao, J., Yang, Y., Feng, B.W., Wu, S.H.: Distributed rateless codes with unequal error protection property for space information networks. Entropy 19(1), 38 (2017)
Shirvanimoghaddam, M., Li, Y.H., Vucetic, B.: Probabilistic rateless multiple access for machine-to-machine communication. IEEE Trans. Wireless Commun. 14(12), 6815–6826 (2015)
Cui, H., Luo, C., Tan, K.: Seamless rate adaptation for wireless networking. In: 14th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, ACM MSWiM 2011 (2011)
Acknowledgment
This work was supported in part by the National Natural Sciences Foundation of China (NSFC) under Grant 61771158, 61701136, 61525103 and 61371102, and the Shenzhen Basic Research Program under Grant JCYJ20160328163327348 and JCYJ20150930150304185.
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Jiao, J., Feng, B., Abbas, R., Wu, S., Gu, S., Zhang, Q. (2019). Rateless Coding Scheme Based on Autoregressive-Moving-Average Model over Ka-Band Links. In: Liang, Q., Mu, J., Jia, M., Wang, W., Feng, X., Zhang, B. (eds) Communications, Signal Processing, and Systems. CSPS 2017. Lecture Notes in Electrical Engineering, vol 463. Springer, Singapore. https://doi.org/10.1007/978-981-10-6571-2_142
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DOI: https://doi.org/10.1007/978-981-10-6571-2_142
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