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Erschienen in: Wireless Personal Communications 3/2017

19.09.2016

2-D Digital Predistortion Using Vector Quantization Method for Dual-Band Transmitters

verfasst von: Miao Xiong, Xiaofang Wu, Enfang Guan, Shijun Lin

Erschienen in: Wireless Personal Communications | Ausgabe 3/2017

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Abstract

This paper proposes a two-dimensional (2-D) digital predistortion (DPD) technique using vector quantization piecewise (VQP) method to compensate for nonlinearities of power amplifiers (PAs) in concurrent dual-band wireless transmitters. 2-D DPD architecture is used to extract the predistortion coefficients and linearize the PA in each band separately, which results in lower sampling rates of digital-to-analog and analog-to-digital converters compared to traditional 1-D method. Vector quantization method is introduced to divide the 2-D signal space into several regions in terms of signal amplitude probability distribution and subtle 2-D memory polynomial (MP) models are assigned to the regions, thus the proposed technique can linearize the PA in the whole signal amplitude range successfully due to the fact that PA nonlinearities are usually dependent on amplitude modulation characteristics strongly. The performance of dual-band wideband code division multiple access (WCDMA) signals which are 100 MHz apart is investigated. The simulation results show that when the region number is 16, 2-D VQP DPD implement can improve the PA’s adjacent channel power ratio (ACPR) by about 13dBc, and it is 8 dB better than the 2-D PDD method.

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Literatur
1.
Zurück zum Zitat Kim, B., Kim, I., & Moon, J. (2010). Advanced Doherty architecture. IEEE Microwave Magazine, 11(5), 72–86.CrossRef Kim, B., Kim, I., & Moon, J. (2010). Advanced Doherty architecture. IEEE Microwave Magazine, 11(5), 72–86.CrossRef
2.
Zurück zum Zitat Jia, S., Chen, W., & Schreurs, D. (2015). A novel doherty transmitter based on antenna active load modulation. IEEE Microwave and Wireless Components Letters, 25(4), 271–273.CrossRef Jia, S., Chen, W., & Schreurs, D. (2015). A novel doherty transmitter based on antenna active load modulation. IEEE Microwave and Wireless Components Letters, 25(4), 271–273.CrossRef
3.
Zurück zum Zitat Wang, F., Yang, A. H., Kimball, D. F., Larson, L. E., & Asbeck, P. M. (2005). Design of wide-bandwidth envelope-tracking power amplifiers for OFDM applications. IEEE Transactions on Microwave Theory and Techniques, 53(4), 1244–1255.CrossRef Wang, F., Yang, A. H., Kimball, D. F., Larson, L. E., & Asbeck, P. M. (2005). Design of wide-bandwidth envelope-tracking power amplifiers for OFDM applications. IEEE Transactions on Microwave Theory and Techniques, 53(4), 1244–1255.CrossRef
4.
Zurück zum Zitat Park, S., Woo, J. L., Kim, U., & Kwon, Y. (2015). Broadband CMOS stacked RF power amplifier using reconfigurable interstage network for wideband envelope tracking. IEEE Transactions on Microwave Theory and Techniques, 63(4), 1174–1185.CrossRef Park, S., Woo, J. L., Kim, U., & Kwon, Y. (2015). Broadband CMOS stacked RF power amplifier using reconfigurable interstage network for wideband envelope tracking. IEEE Transactions on Microwave Theory and Techniques, 63(4), 1174–1185.CrossRef
5.
Zurück zum Zitat Ding, L., Zhou, G. T., & Morgan, D. R. (2004). A robust digital baseband predistorter constructed using memory polynomials. IEEE Transactions on Communications, 52(1), 159–165.CrossRef Ding, L., Zhou, G. T., & Morgan, D. R. (2004). A robust digital baseband predistorter constructed using memory polynomials. IEEE Transactions on Communications, 52(1), 159–165.CrossRef
6.
Zurück zum Zitat Guan, L., & Zhu, A. (2014). Green communications: Digital predistortion for wideband RF power amplifiers. IEEE Microwave Magazine, 15(4), 84–99.MathSciNetCrossRef Guan, L., & Zhu, A. (2014). Green communications: Digital predistortion for wideband RF power amplifiers. IEEE Microwave Magazine, 15(4), 84–99.MathSciNetCrossRef
7.
Zurück zum Zitat Swaminathan, J. N., & Kumar, P. (2015). Design of efficient adaptive predistorter for nonlinear high power amplifier. Wireless Personal Communications, 82(2), 1085–1093.CrossRef Swaminathan, J. N., & Kumar, P. (2015). Design of efficient adaptive predistorter for nonlinear high power amplifier. Wireless Personal Communications, 82(2), 1085–1093.CrossRef
8.
Zurück zum Zitat Roblin, P., Myoung, S. K., Chaillot, D., Kim, Y. G., Fathimulla, A., Strahler, J., et al. (2008). Frequency-selective predistortion linearization of RF power amplifiers. IEEE Transactions on Microwave Theory and Techniques, 56(1), 65–76.CrossRef Roblin, P., Myoung, S. K., Chaillot, D., Kim, Y. G., Fathimulla, A., Strahler, J., et al. (2008). Frequency-selective predistortion linearization of RF power amplifiers. IEEE Transactions on Microwave Theory and Techniques, 56(1), 65–76.CrossRef
9.
Zurück zum Zitat Bassam, S. A., Helaoui, M., & Ghannouchi, F. M. (2011). 2-D digital predistortion (2-D-DPD) architecture for concurrent dual-band transmitters. IEEE Transactions on Microwave Theory and Techniques, 59(10), 2547–2554.CrossRef Bassam, S. A., Helaoui, M., & Ghannouchi, F. M. (2011). 2-D digital predistortion (2-D-DPD) architecture for concurrent dual-band transmitters. IEEE Transactions on Microwave Theory and Techniques, 59(10), 2547–2554.CrossRef
10.
Zurück zum Zitat Ding, L., Yang, Z., & Gandhi, H. (2012). Concurrent dual-band digital pre-distortion. In IEEE MTT-S International Microwave Symposium Digest (pp. 1–3). Ding, L., Yang, Z., & Gandhi, H. (2012). Concurrent dual-band digital pre-distortion. In IEEE MTT-S International Microwave Symposium Digest (pp. 1–3).
11.
Zurück zum Zitat Liu, Y. J., Chen, W. H., Zhou, J., Zhou, B. H., & Ghannouchi, F. M. (2013). Digital predistortion for concurrent dual-band transmitters using 2-D modified memory polynomials. IEEE Transactions on Microwave Theory and Techniques, 61(1), 281–290.CrossRef Liu, Y. J., Chen, W. H., Zhou, J., Zhou, B. H., & Ghannouchi, F. M. (2013). Digital predistortion for concurrent dual-band transmitters using 2-D modified memory polynomials. IEEE Transactions on Microwave Theory and Techniques, 61(1), 281–290.CrossRef
12.
Zurück zum Zitat Fehri, B., & Boumaiza, S. (2004). Baseband equivalent Volterra series for digital predistortion of dual-band power amplifiers. IEEE Transactions on Microwave Theory and Techniques, 62(3), 700–714.CrossRef Fehri, B., & Boumaiza, S. (2004). Baseband equivalent Volterra series for digital predistortion of dual-band power amplifiers. IEEE Transactions on Microwave Theory and Techniques, 62(3), 700–714.CrossRef
13.
Zurück zum Zitat Younes, M., & Ghannouchi, F. M. (2015). Behavioral modeling of concurrent dual-band transmitters based on radially-pruned Volterra model. IEEE Communications Letters, 19(5), 751–754.CrossRef Younes, M., & Ghannouchi, F. M. (2015). Behavioral modeling of concurrent dual-band transmitters based on radially-pruned Volterra model. IEEE Communications Letters, 19(5), 751–754.CrossRef
14.
Zurück zum Zitat Moon, J., Saad, P., Son, J., Fager, C., & Kim, B. (2012). 2-D enhanced hammerstein behavior model for concurrent dual-band power amplifiers. In 42nd European Microwave Conference (pp. 1249–1252). Moon, J., Saad, P., Son, J., Fager, C., & Kim, B. (2012). 2-D enhanced hammerstein behavior model for concurrent dual-band power amplifiers. In 42nd European Microwave Conference (pp. 1249–1252).
15.
Zurück zum Zitat Quindroit, C., Naraharisetti, N., Roblin, P., Gheitanchi, S., Mauer, V., & Fitton, M. (2013). 2D forward twin nonlinear two-box model for concurrent dual-band digital predistortion. In IEEE Topical Conference on Power Amplifier Wireless and Radio Applications (pp. 25–27). Quindroit, C., Naraharisetti, N., Roblin, P., Gheitanchi, S., Mauer, V., & Fitton, M. (2013). 2D forward twin nonlinear two-box model for concurrent dual-band digital predistortion. In IEEE Topical Conference on Power Amplifier Wireless and Radio Applications (pp. 25–27).
16.
Zurück zum Zitat Zhu, A., Draxler, P. J., Hsia, C., Brazil, T. J., Kimball, D. F., & Asbeck, P. M. (2008). Digital predistortion for envelope-tracking power amplifiers using decomposed piecewise volterra series. IEEE Transactions on Microwave Theory and Techniques, 56(10), 2237–2247.CrossRef Zhu, A., Draxler, P. J., Hsia, C., Brazil, T. J., Kimball, D. F., & Asbeck, P. M. (2008). Digital predistortion for envelope-tracking power amplifiers using decomposed piecewise volterra series. IEEE Transactions on Microwave Theory and Techniques, 56(10), 2237–2247.CrossRef
17.
Zurück zum Zitat Naraharisetti, N., Roblin, P., Quindroit, C., & Gheitanchi, S. (2015). Efficient least-squares 2-D-cubic spline for concurrent dual-band systems. IEEE Transactions on Microwave Theory and Techniques, 63(7), 2199–2210.CrossRef Naraharisetti, N., Roblin, P., Quindroit, C., & Gheitanchi, S. (2015). Efficient least-squares 2-D-cubic spline for concurrent dual-band systems. IEEE Transactions on Microwave Theory and Techniques, 63(7), 2199–2210.CrossRef
18.
Zurück zum Zitat Afsardoost, S., Eriksson, T., & Fager, C. (2012). Digital predistortion using a vector-switched model. IEEE Transactions on Microwave Theory and Techniques, 60(4), 1164–1174.CrossRef Afsardoost, S., Eriksson, T., & Fager, C. (2012). Digital predistortion using a vector-switched model. IEEE Transactions on Microwave Theory and Techniques, 60(4), 1164–1174.CrossRef
19.
Zurück zum Zitat Gersho, A., & Gray, R. M. (2005). Vector quantization and signal compression. Berlin: Springer.MATH Gersho, A., & Gray, R. M. (2005). Vector quantization and signal compression. Berlin: Springer.MATH
20.
Zurück zum Zitat Morgan, D., Ma, Z., Kim, J., Zierdt, M., & Pastalan, J. (2006). A generalized memory polynomial model for digital predistortion of RF power amplifiers. IEEE Transactions on Signal Processing, 54(10), 3852–3860.CrossRef Morgan, D., Ma, Z., Kim, J., Zierdt, M., & Pastalan, J. (2006). A generalized memory polynomial model for digital predistortion of RF power amplifiers. IEEE Transactions on Signal Processing, 54(10), 3852–3860.CrossRef
21.
Zurück zum Zitat Linde, Y., Buzo, A., & Gray, R. (1980). An algorithm for vector quantizer design. IEEE Transactions on Communications, 28(1), 84–85.CrossRef Linde, Y., Buzo, A., & Gray, R. (1980). An algorithm for vector quantizer design. IEEE Transactions on Communications, 28(1), 84–85.CrossRef
22.
Zurück zum Zitat Draxler, P., Yan, J., Kimball, D., & Asbeck, P. (2012). Digital predistortion for envelope tracking power amplifiers. In Proceedinds on 13th Wireless Wireless and Microwave Technology Conference (pp. 1–7). Draxler, P., Yan, J., Kimball, D., & Asbeck, P. (2012). Digital predistortion for envelope tracking power amplifiers. In Proceedinds on 13th Wireless Wireless and Microwave Technology Conference (pp. 1–7).
Metadaten
Titel
2-D Digital Predistortion Using Vector Quantization Method for Dual-Band Transmitters
verfasst von
Miao Xiong
Xiaofang Wu
Enfang Guan
Shijun Lin
Publikationsdatum
19.09.2016
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2017
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-016-3641-x

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