Abstract
Many different wireless personal communication technologies including Bluetooth, ZigBee, Wi-Fi, even LTE-M, can connect Internet of Things (IoT) products, such as personal electronics or industrial machine sensors. However, the nonlinearity and linear distortion produced by RF power amplifiers (PAs) will degrade the quality of transmitted signals. In this article, based on an inverse autoregressive moving-average (IM-ARMA) model, we applied a method of digital predistortion (DPD) to linearize the RF PAs for several typical protocols in the IoT.
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References
Anouar D, Rachid S, Driss A (2014) An efficient short range wireless communication technology for wirelesssensor network. 2014 Third IEEE International Colloquium in Information Science and Technology (CIST) 396–401. https://doi.org/10.1109/CIST.2014.7016653
Besbes H, Le-Ngoc T, Lin H (2001) A fast adaptive polynomial predistorter for power amplifiers, in Proc. IEEE Global Telecomm. Conf 1:659–663
Cheong M, Aschbacher E, Brunmayr P, Rupp M, Laakso T (2005) Comparison and experimental verification of two low-complexity digital predistortion methods. Signals, Systems and Computers, 2005, IEEE Conference Record of the Thirty-Ninth Asilomar Conference 432–436. https://doi.org/10.1109/ACSSC.2005.1599784
EC, EPoSS (2008) Internet of Things in 2020: Roadmap for the Future (INFSO D.4 NETWORKED ENTERPRISE & RFID). http://www.smart-systems-integration.org/public/documents/publications/Internet-of-Things_in_2020_EC-EPoSS_Workshop_Report_2008_v3.pdf. Accessed 13 Sept 2017
http://www.wi-fi.org/discover-wi-fi/wi-fi-halow. Accessed 13 Sept 2017
https://en.wikipedia.org/wiki/Near-field_communication. Accessed 13 Sept 2017
https://www.bluetooth.com/. Accessed 13 Sept 2017
Kuor-Hsin C (2014) Bluetooth: a viable solution for IoT? IEEE Wirel Commun 21:6–7. https://doi.org/10.1109/MWC.2014.7000963
Li X (2013) Nonlinearity analysis and predistortion of 4G wireless communication systems. Dissertation, Portland State University
Li X, Li F (2013) RF power amplifiers nonlinear modeling with memory effect. Int J Electron Lett 1:44–49. https://doi.org/10.1080/21681724.2013.805382
Li X, Liu CM, Xu Y, Li F (2012) Obtaining polynomial coefficients from intercept points of RF power amplifiers. Electron Lett 48:1238–1240. https://doi.org/10.1049/el.2012.1734
Li X, Lv W, Li F (2013) Higher order inverse polynomial predistortion for memoryless RF power amplifiers. ICWMMN2013 Proceedings 335–338. https://doi.org/10.1049/cp.2013.2436
LTE-M – Optimizing LTE for the Internet of Things. https://novotech.com/docs/default-source/default-document-library/lte-m-optimizing-lte-for-the-internet-of-things.pdf?sfvrsn=0. Accessed 13 Sept 2017
Ma Y, Akaiwa Y, Yamao Y (2012) Fast baseband polynomial inverse algorithm for nonlinear system compensation. 2012 I.E. 75th Vehicular Technology Conference, 1–5. https://doi.org/10.1109/VETECS.2012.6239930
Michael W (2003) Reasoning about rational agents. 1st edn. MIT Press, Cambridge, pp 47–67
Muhonen KJ, Kavehrad M, Krishnamoorthy R (2000) Look-up table techniques for adaptive digital predistortion: a development and comparison. IEEE Trans Veh Technol 49:1995–2002. https://doi.org/10.1109/25.892601
Rapeepat R, Nitin M, Amitava G, Benny V (2014) Narrowband LTE-M System for M2M. 2014 I.E. 80th Vehicular Technology Conference (VTC2014-Fall) 1–5. https://doi.org/10.1109/VTCFall.2014.6966070
Schetzen M (1976) Theory of pth-order inverses of nonlinear systems, circuits and systems. IEEE Trans Circuits Syst 23:285–291. https://doi.org/10.1109/TCS.1976.1084219
Sunmin L, Changsoo E (2005) Predistorter design for a memory-less nonlinear high power amplifier using the pth-order inverse method for OFDM systems. 2005 International Symposium on Intelligent Signal Processing and Communication Systems 217–220. https://doi.org/10.1109/ISPACS.2005.1595385
William L (1982) Mobile communications engineering: Theory and applications, 2nd edn. McGraw-Hill, New York
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Responsible Editors: M. Barragan and K. Huang
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Yan, S., Li, X., Jiang, C. et al. Digital Predistortion for Spectrum Compliance in the Internet of Things. J Electron Test 34, 255–262 (2018). https://doi.org/10.1007/s10836-018-5729-6
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DOI: https://doi.org/10.1007/s10836-018-5729-6
Keywords
- IoT
- Wireless communication
- DPD
- Envelope modulation
- LTE-M