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Published in: Wireless Networks 2/2021

02-01-2021

Advanced SLM scheme based on discrete forest optimization algorithm for PAPR minimization in UFMC waveform

Authors: Necmi Taşpınar, Şakir Şimşir

Published in: Wireless Networks | Issue 2/2021

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Abstract

Inherent multicarrier transmission mechanism of the universal filtered multicarrier (UFMC) waveform engenders the problem of high peak-to-average power ratio (PAPR). Since it is impossible for a nonlinear high power amplifier (HPA) to execute a distortionless amplification unless the PAPR of transmission signal is below an acceptable level, eliminating the aforementioned PAPR drawback in UFMC waveform is so critical for smooth communication. With this in mind, we developed a new selective mapping (SLM) scheme based on discrete forest optimization algorithm (DFOA) for the UFMC waveform. The related scheme was created by embedding the DFOA into the conventional SLM with the intention of optimizing the values of phase factors by which the phase rotation process is carried out in frequency domain to reduce the PAPR of eventual time domain signal attained from the SLM output. It is confirmed via the simulations that, remarkable PAPR improvements are achieved through the DFOA-SLM scheme in the UFMC signal thanks to the DFOA-supported search for the optimal sequence of phase factors instead of classical random search strategy inherent in the conventional SLM method.

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Literature
1.
go back to reference Fuente, A., Leal, R. P., & Armada, A. G. (2016). New technologies and trends for next generation mobile broadcasting services. IEEE Communications Magazine, 54(11), 217–223.CrossRef Fuente, A., Leal, R. P., & Armada, A. G. (2016). New technologies and trends for next generation mobile broadcasting services. IEEE Communications Magazine, 54(11), 217–223.CrossRef
2.
go back to reference Tsai, C.-W., Lai, C.-F., & Vasilakos, A. V. (2014). Future internet of things: open issues and challenges. Wireless Networks, 20, 2201–2217.CrossRef Tsai, C.-W., Lai, C.-F., & Vasilakos, A. V. (2014). Future internet of things: open issues and challenges. Wireless Networks, 20, 2201–2217.CrossRef
3.
go back to reference Akyildiz, I. F., Nie, S., Lin, S.-C., & Chandrasekaran, M. (2016). 5G roadmap: 10 key enabling technologies. Computer Networks, 106, 17–48.CrossRef Akyildiz, I. F., Nie, S., Lin, S.-C., & Chandrasekaran, M. (2016). 5G roadmap: 10 key enabling technologies. Computer Networks, 106, 17–48.CrossRef
4.
go back to reference Kansal, L., Sharma, V., & Singh, J. (2017). BER assessment of FFT-OFDM against WHT-OFDM over different fading channel. Wireless Networks, 23, 2189–2196.CrossRef Kansal, L., Sharma, V., & Singh, J. (2017). BER assessment of FFT-OFDM against WHT-OFDM over different fading channel. Wireless Networks, 23, 2189–2196.CrossRef
5.
go back to reference Cimini, L. J. (1985). Analysis and simulation of a digital mobile channel using orthogonal frequency division multiplexing. IEEE Transactions on Communications, 33(7), 665–675.CrossRef Cimini, L. J. (1985). Analysis and simulation of a digital mobile channel using orthogonal frequency division multiplexing. IEEE Transactions on Communications, 33(7), 665–675.CrossRef
6.
go back to reference Vakilian, V., Wild, T., Schaich, F., Brink, S. T., & Frigon, J. F. (2013). Universal-filtered multi-carrier technique for wireless systems beyond LTE. 2013 IEEE Globecom Workshops (GCWkshps) (pp. 9–13). GA, USA: Atlanta. Vakilian, V., Wild, T., Schaich, F., Brink, S. T., & Frigon, J. F. (2013). Universal-filtered multi-carrier technique for wireless systems beyond LTE. 2013 IEEE Globecom Workshops (GCWkshps) (pp. 9–13). GA, USA: Atlanta.
7.
go back to reference Li, Y., Tian, B., Yi, K., & Yu, Q. (2017). A novel hybrid CFO estimation scheme for UFMC-based systems. IEEE Communications Letters, 21(6), 1337–1340.CrossRef Li, Y., Tian, B., Yi, K., & Yu, Q. (2017). A novel hybrid CFO estimation scheme for UFMC-based systems. IEEE Communications Letters, 21(6), 1337–1340.CrossRef
8.
go back to reference Wu, M., Dang, J., Zhang, Z., & Wu, L. (2018). An advanced receiver for universal filtered multicarrier. IEEE Transactions on Vehicular Technology, 67(8), 7779–7783.CrossRef Wu, M., Dang, J., Zhang, Z., & Wu, L. (2018). An advanced receiver for universal filtered multicarrier. IEEE Transactions on Vehicular Technology, 67(8), 7779–7783.CrossRef
9.
go back to reference Wen, J., Hua, J., Lu, W., Zhang, Y., & Wang, D. (2018). Design of waveform shaping filter in the UFMC system. IEEE Access, 6, 32300–32309.CrossRef Wen, J., Hua, J., Lu, W., Zhang, Y., & Wang, D. (2018). Design of waveform shaping filter in the UFMC system. IEEE Access, 6, 32300–32309.CrossRef
10.
go back to reference Duan, S., Yu, X., & Wang, R. (2017). Performance analysis on filter parameters and sub-bands distribution of universal filtered multicarrier. Wireless Personal Communications, 95, 2359–2375.CrossRef Duan, S., Yu, X., & Wang, R. (2017). Performance analysis on filter parameters and sub-bands distribution of universal filtered multicarrier. Wireless Personal Communications, 95, 2359–2375.CrossRef
11.
go back to reference Ryu, H. G., Park, J. S., & Park, J. S. (2004). Threshold IBO of HPA in the predistorted OFDM communication system. IEEE Transactions on Broadcasting, 50(4), 425–428.CrossRef Ryu, H. G., Park, J. S., & Park, J. S. (2004). Threshold IBO of HPA in the predistorted OFDM communication system. IEEE Transactions on Broadcasting, 50(4), 425–428.CrossRef
12.
go back to reference Paredes, M. C. P., Grijalva, F., Rodrigez, J. C., & Sarzosa, F. (2017). Performance analysis of the effects caused by HPA models on an OFDM signal with high PAPR. IEEE Second Ecuador Technical Chapters Meeting (ETCM) (pp. 1–5). Ecuador: Salinas. Paredes, M. C. P., Grijalva, F., Rodrigez, J. C., & Sarzosa, F. (2017). Performance analysis of the effects caused by HPA models on an OFDM signal with high PAPR. IEEE Second Ecuador Technical Chapters Meeting (ETCM) (pp. 1–5). Ecuador: Salinas.
13.
go back to reference Liu, K., Ge, Y., & Liu, Y. (2019). An efficient piecewise nonlinear companding transform for PAPR reduction in UFMC systems. 2019 IEEE/CIC International Conference on Communications in China (ICCC) (pp. 730–734). China: Changchun.CrossRef Liu, K., Ge, Y., & Liu, Y. (2019). An efficient piecewise nonlinear companding transform for PAPR reduction in UFMC systems. 2019 IEEE/CIC International Conference on Communications in China (ICCC) (pp. 730–734). China: Changchun.CrossRef
14.
go back to reference Fathy, S. A., Ibrahim, M. N. A., Elagooz, S. S., & El-Hennawy, H. M. (2019). Efficient SLM technique for PAPR reduction in UFMC systems. 36th National Radio Science Conference (NRSC 2019) (pp. 118–125). Egypt: Port Said.CrossRef Fathy, S. A., Ibrahim, M. N. A., Elagooz, S. S., & El-Hennawy, H. M. (2019). Efficient SLM technique for PAPR reduction in UFMC systems. 36th National Radio Science Conference (NRSC 2019) (pp. 118–125). Egypt: Port Said.CrossRef
15.
go back to reference Tipan, M. N., Caceres, J., Jimenez, M. N., Cano, I. N., & Arevalo, G. (2017). Comparison of clipping techniques for PAPR reduction in UFMC systems. 2017 IEEE 9th Latin-American Conference on Communications (LATINCOM) (pp. 1–4). Guatemala: Guatemala City. Tipan, M. N., Caceres, J., Jimenez, M. N., Cano, I. N., & Arevalo, G. (2017). Comparison of clipping techniques for PAPR reduction in UFMC systems. 2017 IEEE 9th Latin-American Conference on Communications (LATINCOM) (pp. 1–4). Guatemala: Guatemala City.
16.
go back to reference Mabrouk, M. B., Chafii, M., Louet, Y., & Bader, F. (2017). A precoding-based PAPR reduction technique for UF-OFDM and filtered-OFDM modulations in 5G systems. 23th European Wireless Conference (pp. 285–290). Germany: Dresden. Mabrouk, M. B., Chafii, M., Louet, Y., & Bader, F. (2017). A precoding-based PAPR reduction technique for UF-OFDM and filtered-OFDM modulations in 5G systems. 23th European Wireless Conference (pp. 285–290). Germany: Dresden.
17.
go back to reference Taşpınar, N., & Şimşir, Ş. (2019). PAPR reduction based on partial transmit sequence technique in UFMC waveform. 2019 14th Iberian Conference on Information Systems and Technologies (CISTI) (pp. 1–6). Portugal: Coimbra. Taşpınar, N., & Şimşir, Ş. (2019). PAPR reduction based on partial transmit sequence technique in UFMC waveform. 2019 14th Iberian Conference on Information Systems and Technologies (CISTI) (pp. 1–6). Portugal: Coimbra.
18.
go back to reference Baig, I., Farooq, U., Hasan, N. U., Zghaibeh, M., Sajid, A., & Rana, U. M. (2019). A low PAPR DHT precoding based UFMC scheme for 5G communication systems. 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) (pp. 425–428). Paris: France.CrossRef Baig, I., Farooq, U., Hasan, N. U., Zghaibeh, M., Sajid, A., & Rana, U. M. (2019). A low PAPR DHT precoding based UFMC scheme for 5G communication systems. 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) (pp. 425–428). Paris: France.CrossRef
19.
go back to reference Rong, W., Cai, J., & Yu, X. (2017). Low-complexity PTS PAPR reduction scheme for UFMC systems. Cluster Computing, 20, 3427–3440.CrossRef Rong, W., Cai, J., & Yu, X. (2017). Low-complexity PTS PAPR reduction scheme for UFMC systems. Cluster Computing, 20, 3427–3440.CrossRef
20.
go back to reference Wang, C. L., & Quyang, Y. (2005). Low-complexity selected mapping schemes for peak-to-average power ratio reduction in OFDM systems. IEEE Transactions on Signal Processing, 53(12), 4652–4660.MathSciNetCrossRef Wang, C. L., & Quyang, Y. (2005). Low-complexity selected mapping schemes for peak-to-average power ratio reduction in OFDM systems. IEEE Transactions on Signal Processing, 53(12), 4652–4660.MathSciNetCrossRef
21.
go back to reference Bauml, R. W., Fischer, R. F. H., & Huber, J. B. (1996). Reducing the peak-to-average power ratio of multicarrier modulation by selected mapping. Electronics Letters, 32(22), 2056–2057.CrossRef Bauml, R. W., Fischer, R. F. H., & Huber, J. B. (1996). Reducing the peak-to-average power ratio of multicarrier modulation by selected mapping. Electronics Letters, 32(22), 2056–2057.CrossRef
22.
go back to reference Ghaemi, M., & Derakhshi, M. R. F. (2016). Feature selection using forest optimization algorithm. Pattern Recognition, 60, 121–129.CrossRef Ghaemi, M., & Derakhshi, M. R. F. (2016). Feature selection using forest optimization algorithm. Pattern Recognition, 60, 121–129.CrossRef
23.
go back to reference Mirjalili, S., Mirjalili, S. M., & Yang, X. S. (2014). Binary bat algorithm. Neural Computing and Applications, 25, 663–681.CrossRef Mirjalili, S., Mirjalili, S. M., & Yang, X. S. (2014). Binary bat algorithm. Neural Computing and Applications, 25, 663–681.CrossRef
24.
go back to reference Davis, L. (1991). Handbook of genetic algorithms. New York: Van Nostrand Reinhold. Davis, L. (1991). Handbook of genetic algorithms. New York: Van Nostrand Reinhold.
25.
go back to reference Hussain, A., Manikanthan, S. V., Padmapriya, T., & Nagalingam, M. (2020). Genetic algorithm based adaptive offloading for improving IoT device communication efficiency. Wireless Networks, 26, 2329–2338.CrossRef Hussain, A., Manikanthan, S. V., Padmapriya, T., & Nagalingam, M. (2020). Genetic algorithm based adaptive offloading for improving IoT device communication efficiency. Wireless Networks, 26, 2329–2338.CrossRef
26.
go back to reference Ghaemi, M., & Derakhshi, M. R. F. (2014). Forest optimization algorithm. Expert Systems with Applications, 41(15), 6676–6687.CrossRef Ghaemi, M., & Derakhshi, M. R. F. (2014). Forest optimization algorithm. Expert Systems with Applications, 41(15), 6676–6687.CrossRef
27.
go back to reference Zhu, X., Pan, W., Li, H., & Tang, Y. (2013). Simplified approach to optimized iterative clipping and filtering for PAPR reduction of OFDM signals. IEEE Transactions on Communications, 61(5), 1891–1901.CrossRef Zhu, X., Pan, W., Li, H., & Tang, Y. (2013). Simplified approach to optimized iterative clipping and filtering for PAPR reduction of OFDM signals. IEEE Transactions on Communications, 61(5), 1891–1901.CrossRef
28.
go back to reference Olfat, E., & Bengtsson, M. (2017). Joint channel and clipping level estimation for OFDM in IoT-based networks. IEEE Transactions on Signal Processing, 65(18), 4902–4911.MathSciNetCrossRef Olfat, E., & Bengtsson, M. (2017). Joint channel and clipping level estimation for OFDM in IoT-based networks. IEEE Transactions on Signal Processing, 65(18), 4902–4911.MathSciNetCrossRef
29.
go back to reference Selesnick, I. W., & Burrus, C. S. (1999). Fast convolution and filtering. In V. K. Madissetti & D. B. Williams (Eds.), Digital signal processing handbook (pp. 179–199). Boca Raton: CRC Press LLC. Selesnick, I. W., & Burrus, C. S. (1999). Fast convolution and filtering. In V. K. Madissetti & D. B. Williams (Eds.), Digital signal processing handbook (pp. 179–199). Boca Raton: CRC Press LLC.
Metadata
Title
Advanced SLM scheme based on discrete forest optimization algorithm for PAPR minimization in UFMC waveform
Authors
Necmi Taşpınar
Şakir Şimşir
Publication date
02-01-2021
Publisher
Springer US
Published in
Wireless Networks / Issue 2/2021
Print ISSN: 1022-0038
Electronic ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-020-02515-9

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