Abstract
In this paper, we build the simulation system for the N-continuous (NC) precoded spatial modulation orthogonal frequency division multiplex (SM-OFDM) system with imperfect channel estimation exploiting MATLAB software. Additionally, we evaluate the optimal power allocation between pilot and data symbols in the system by minimizing the derived theoretical bit error rate (BER) upper bound operating with imperfect channel estimation when employs a pilot design approach which protects the pilot symbols from interference introduced by NC precoder. This is motivated by the fact that since the signals are subjected to the interference introduced by the precoding at each subcarrier in the considered system, the NC precoded SM-OFDM system can’t exploit the exiting optimal power allocation for SM-OFDM system straightly. Numerical simulations show that our pilot design approach outperform the existing pilot design approach,and employing the optimal power allocation achieves a significant gain on BER performance in the NC precoded SM-OFDM system compared to employing the equal power allocation.
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Mesleh, R., Haas, H., Sinanovic, S., Ahn, C.W., Yun, S.: Spatial modulation. IEEE Trans. Veh. Technol. 57(4), 2228–2241 (2008)
Di Renzo, M., Haas, H., Grant, P.M.: Spatial modulation for multipleantenna wireless systems—a survey. IEEE Commun. Mag. 49(12), 182–191 (2011)
Renzo, M.D., Haas, H., Ghrayeb, A., Sugiura, S., Hanzo, L.: Generalized MIMO: challenges, opportunities, and implementation. Proc. IEEE 102(1), 56–103 (2014)
Yang, P., Di Renzo, M., Xiao, Y., Li, S., Hanzo, L.: Design guidelines for spatial modulation. IEEE Commun. Surv. Tuts 17(1), 6–26 (2015)
Ganesan, S., Mesleh, R., Haas, H., Ahn, C.W., Yun, S.: On the performance of spatial modulation OFDM. In: Proceeding of 40th Asilomar Conference Signals, System and Computers, pp. 1825–1829 (2006)
Yang, P., Xiao, Y., Zhou, B., Li, S.: Initial performance evaluation of spatial modulation OFDM in LTE-based systems. In: Proceeding of ICST Conference Harbin, pp. 102–107 (2011)
Mesleh, R., Ganesan, S., Haas, H.: Impact of channel imperfections on spatial modulation OFDM. In: The 18th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’07), pp. 1–5 (2007)
van de Beek, J., Berggren, F.: N-continuous OFDM. IEEE Commun. Lett. 13(1), 1–3 (2009)
Zheng, Y., Zhong, J., Zhao, M., Cai, Y.: A precoding scheme for N-continuous OFDM. IEEE Commun. Lett. 16(12), 1937–1940 (2012)
Huang, X., Zhang, J., Guo, Y.J.: Out-of-band emission reduction and a unified framework for precoded OFDM. IEEE Commun. Mag. 53(6), 151–159 (2015)
Yu, F., Lei, X., Peng, L., Xiao, Y., Wei, P., et al.: Performance analysis of spatial modulation OFDM system with N-continuous precoder. In: Proceedings of IEEE Vehicular Technology Conference, pp. 1–5 (2016)
Kim, T., Andrews, J.: Optimal pilot-to-data power ratio for MIMO-OFMD. In: Proceedings of IEEE Globecom, pp. 1481–1485 (2005)
Gottumukkala, V.K.V., Minn, H.: Capacity analysis and pilot-data power allocation for MIMO-OFDM with transmitter and receiver IQ imbalances and residual carrier frequency offset. IEEE Trans. Veh. Technol. 61(2), 553–565 (2012)
Golovins, E., Ventura, N.: Optimal training for SM-MIMO-OFDM systems with MMSE channel estimation. In: 6th Annual Communication Networks and Services Research Conference, pp. 470–477 (2008)
Kim, T., Andrews, J.G.: Balancing pilot and data power for adaptive MIMO-OFDM systems. In: IEEE GLOBECOM, pp. 1–5 (2006)
Rajeswari, K., Thiruvengadam, S.J.: Optimal power allocation for channel estimation in MIMO-OFDM system with per-subcarrier transmit antenna selection. Radio Eng. 24(1), 105–114 (2015)
Yu, F., Song, L., Lei, X., Xiao, Y., et al.: Optimal power allocation for SM-OFDM systems with imperfect channel estimation. Chaos Solitons Fractals 86(3), 263–269 (2016)
Xiao, Y., Yu, F., Lei, X., He, D., et al.: Performance analysis for the N-continuous precoded SM-OFDM system. IEEE Trans. Veh. Technol. (2017). https://doi.org/10.1109/TVT.2017.2735197
Sugiura, S., Hanzo, L.: Effects of channel estimation on spatial modulation. IEEE Signal Process. Lett. 19(12), 805–808 (2012)
Sun, N., Wu, J., Fan, P.: Optimum designs of high mobility wireless systems with channel estimation errors. IET Commun. 9(13), 1677–1682 (2015)
Di Renzo, M., Haas, H.: Bit error probability of spatial modulation MIMO over generalized fading channels. IEEE Trans. Veh. Technol. 61(3), 1124–1144 (2012)
Kawasaki, H., Ohta, M., Yamashita, K.: Extension of N-continuous OFDM precoder matrix for improving error rate. IEEE Commun. Lett. 19(2), 283–286 (2015)
E-UTRA Base Station (BS) radio transmission and reception (Release8), 3GPP TSG-RAN Std. 36.104, Rev. 8.5.0 (2009)
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The authors acknowledge the National Natural Science Foundation of China (Grant: 61471090),
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Song, L., Yu, F., Lei, X. et al. Optimal power allocation analysis for simulation system based on the N-continuous precoded SM-OFDM system with imperfect channel estimation. Cluster Comput 22 (Suppl 4), 8501–8511 (2019). https://doi.org/10.1007/s10586-018-1887-7
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DOI: https://doi.org/10.1007/s10586-018-1887-7