Transformasi Wavelet dengan Teknik Clipping Filtering untuk Mereduksi PAPR pada OFDM

Ni Made Ary Esta Dewi Wirastuti(1), Ida Bagus Dharma Dhyaksa(2),


(1) Department of Electrical Engineering Faculty of Engineering Udayana University
(2) Garuda Maintenance Facility (GMF Aero Asia)

Abstract

Orthogonal Frequency Division Multiplexing (OFDM) is chosen as multiplexing techniques and broadly used in today’s radiocommunication environments to overcome spectrum insufficiency. With several superior advantages, however, OFDM is terribly affected by high peak to average power ratio (PAPR) due to offset frequency errors and local oscillator (LO) frequency synchronization errors. The high PAPR can cause nonlinear distortion, which outcomes in intermodulation and spectral leakage. This study aims to model the use of wavelet transform (discrete wavelet transform (DWT)) to replace Fourier transform (discrete Fourier transform (DFT)) that used in conventional OFDM, later in this paper is termed as DFT-OFDM. Clipping filtering techniques then applied to DWT-OFDM. The model was proposed to reduce PAPR in DFT-OFDM. The model was compared to DFT-OFDM using Matlab simulation method. The performance was evaluated using the Complementary Cumulative Distributive Function (CCDF) vs. PAPR. The results show that at PAPR 10-3for DFT-OFDM, it was produced PAPR of 10.6 dB whereas in DWT-OFDM, using Daubechies orde 7 (Daubechies7),  Symlet orde 7 (Symlet7), Coiflet orde 2 (Coiflet2), were reached PAPR 4.8 dB, PAPR 3.3 dB, PAPR 3 dB, respectively. It means Coiflet2 providing the best PAPR reduction among other orthogonal wavelets. By applied clipping filtering to wavelet Coiflet2, it was produced PAPR of 2.9 dB for classical clipping and 2.8 dB for deep clipping. It show that wavelet Coiflet2 with deep clipping provided the best PAPR.

Keywords

OFDM; PAPR; discrete wavelet transform; discrete Fourier transform; clipping filtering

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References

R. Nissel, S. Schwarz, and M. Rupp, "Filter Bank Multicarrier Modulation Schemes for Future Mobile Communications," IEEE Journal on Selected Areas in Communications, vol. 35, no. 8, pp. 1768-1782, Aug. 2017, doi: 10.1109/JSAC.2017.2710022.

J. Choi, "On the Error Rate Analysis of Coded OFDM Over Multipath Fading Channels," IEEE Wireless Communications Letters, vol. 8, no. 2, pp. 536-539, April 2019, doi: 10.1109/LWC.2018.2878820.

G. Bournaka, M. Ummenhofer, D. Cristallini, J. Palmer, and A. Summers, "Experimental Study for Transmitter Imperfections in DVB-T Based Passive Radar," IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 3, pp. 1341-1354, June 2018, doi: 10.1109/TAES.2017.2785518.

A. Makki, A. Siddig, M. M. Saad, C. J. Bleakley, and J. R. Cavallaro, "High-resolution time of arrival estimation for OFDM-based transceivers," in Electronics Letters, vol. 51, no. 3, pp. 294-296, 5 2 2015, doi: 10.1049/el.2014.3677.

S. R. Band, M. S. Dorle, and S. S. Dorle, "BER performance of WIMAX system using wavelet packet modulation technique," in 2016 World Conference on Futuristic Trends in Research and Innovation for Social Welfare (Startup Conclave), Coimbatore, 2016, pp. 1-5, doi: 10.1109/STARTUP.2016.7583917.

N. Sharma, I. Deb, A. Jain, and B. Bhattacharyya, "Physical Layer Performance Analysis of MIMO-WiMAX on Simulink," in 2018 International Conference on Communication and Signal Processing (ICCSP), Chennai, 2018, pp. 979-983, doi: 10.1109/ICCSP.2018.8524293.

I. Lazov, "Entropy Analysis of Broadband Wireless Access Systems," IEEE Systems Journal, vol. 11, no. 4, pp. 2366-2373, Dec. 2017, doi: 10.1109/JSYST.2015.2456941.

Y. A. Al-Jawhar, K. N. Ramli, A. Mustapha, S. A. Mostafa, N. S. Mohd Shah, and M. A. Taher, "Reducing PAPR With Low Complexity for 4G and 5G Waveform Designs," IEEE Access, vol. 7, pp. 97673-97688, 2019, doi: 10.1109/ACCESS.2019.2930121.

I. Selinis, K. Katsaros, M. Allayioti, S. Vahid, and R. Tafazolli, "The Race to 5G Era; LTE and Wi-Fi," IEEE Access, vol. 6, pp. 56598-56636, 2018, doi: 10.1109/ACCESS.2018.2867729.

K. Jallouli, M. Mazouzi, A. B. Ahmed, A. Monemi, and S. Hasnaoui, "Multicore MIMO-OFDM LTE Optimizing," in 2018 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC), Hamammet, Tunisia, 2018, pp. 166-170, doi: 10.1109/IINTEC.2018.8695290.

P. Mathecken, T. Riihonen, S. Werner, and R. Wichman, "Phase Noise Estimation in OFDM: Utilizing Its Associated Spectral Geometry," IEEE Transactions on Signal Processing, vol. 64, no. 8, pp. 1999-2012, April15, 2016, doi: 10.1109/TSP.2015.2512532.

T. H. Pham, S. A. Fahmy, and I. V. McLoughlin, "Efficient Integer Frequency Offset Estimation Architecture for Enhanced OFDM Synchronization," IEEE Transactions on Very Large-Scale Integration (VLSI) Systems, vol. 24, no. 4, pp. 1412-1420, April 2016, doi: 10.1109/TVLSI.2015.2453207.

S. K. Vangala and S. Anuradha, "Analysis and comparison of clipping techniques for OFDM/OQAM peak-to-average power ratio reduction," 2015 International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT), Davangere, 2015, pp. 791-795, doi: 10.1109/ICATCCT.2015.7456990.

I. Sohn and S. C. Kim, "Neural Network Based Simplified Clipping and Filtering Technique for PAPR Reduction of OFDM Signals," IEEE Communications Letters, vol. 19, no. 8, pp. 1438-1441, Aug. 2015, doi: 10.1109/LCOMM.2015.2441065.

K. Anoh, C. Tanriover, B. Adebisi, and M. Hammoudeh, "A New Approach to Iterative Clipping and Filtering PAPR Reduction Scheme for OFDM Systems," IEEE Access, vol. 6, pp. 17533-17544, 2018, doi: 10.1109/ACCESS.2017.2751620.

D. J. G. Mestdagh, J. L. Gulfo Monsalve, and J. -. Brossier, "GreenOFDM: a new selected mapping method for OFDM PAPR reduction," Electronics Letters, vol. 54, no. 7, pp. 449-450, 2018, doi: 10.1049/el.2017.4743.

D. J. G. Mestdagh, J. L. Gulfo Monsalve, and J. -. Brossier, "GreenOFDM: a new selected mapping method for OFDM PAPR reduction," in Electronics Letters, vol. 54, no. 7, pp. 449-450, 5 4 2018, doi: 10.1049/el.2017.4743.

T. Kageyama and O. Muta, "A Partial Scrambling Overlapped Selected Mapping PAPR Reduction Scheme for OFDM/OQAM Systems," in 2019 7th International Japan-Africa Conference on Electronics, Communications, and Computations, (JAC-ECC), Alexandria, Egypt, 2019, pp. 37-40, doi: 10.1109/JAC-ECC48896.2019.9051096.

A. Idris, N. L. Mohd Sapari, M. Syarhan Idris, S. S. Sarnin, W. Norsyafizan Wan Mohamad, and N. F. Naim, "Reduction of PAPR Using Block Coding Method and APSK Modulation Techniques for F-OFDM in 5G System," in TENCON 2018 - 2018 IEEE Region 10 Conference, Jeju, Korea (South), 2018, pp. 2456-2460, doi: 10.1109/TENCON.2018.8650304.

A. Idris, N. L. Mohd Sapari, M. Syarhan Idris, S. S. Sarnin, W. Norsyafizan Wan Mohamad, and N. F. Naim, "Reduction of PAPR Using Block Coding Method and APSK Modulation Techniques for F-OFDM in 5G System," TENCON 2018 - 2018 IEEE Region 10 Conference, Jeju, Korea (South), 2018, pp. 2456-2460, doi: 10.1109/TENCON.2018.8650304.

B. Cai, A. Liu, X. Liang, and F. Cheng, "A Class of PAPR Reduction Methods for OFDM Signals Using Partial Transmit Sequence," in 2019 IEEE 8th Joint International Information Technology and Artificial Intelligence Conference (ITAIC), Chongqing, China, 2019, pp. 861-865, doi: 10.1109/ITAIC.2019.8785763.

V. Tran and N. Ha, "Improving Peak-to-Average Power Ratio Reduction for OFDM Signals Using Modified Tone Reservation and Clipping-and-Filtering Hybrid Scheme," 2018 Engineering and Telecommunication (EnT-MIPT), Moscow, Russia, 2018, pp. 61-65, doi: 10.1109/EnT-MIPT.2018.00020.

J. Pang, S. Ni, F. Wang, S. Han, S. You, X. Li, M. Luo, and Z. Liu, "Performance Analysis of FSO System Using FFT-OFDM and DWT-OFDM," in 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), Fukuoka, Japan, 2019, pp. 1-3, doi: 10.23919/PS.2019.8817782.

F. A. Pinto-Benel, M. Blanco-Velasco, and F. Cruz-Roldán, "Throughput Analysis of Wavelet OFDM in Broadband Power Line Communications," IEEE Access, vol. 6, pp. 16727-16736, 2018, doi: 10.1109/ACCESS.2018.2796618.

A. Mannan and A. Habib, "Adaptive processing of image using DWT and FFT OFDM in AWGN and Rayleigh channel," in 2017 International Conference on Communication, Computing and Digital Systems (C-CODE), Islamabad, 2017, pp. 346-350, doi: 10.1109/C-CODE.2017.7918955.

D. L. Rani, M. Bharathi, and N. Padmaja, "Performance Comparison of FFT, DCT, DWT and DDDWT-OFDM in Rayleigh Channel," in 2019 International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 2019, pp. 392-394, doi: 10.1109/ICSSIT46314.2019.8987953.

J. Lee and H. Ryu, "Design and Comparison of Discrete Wavelet Transform Based OFDM (DWT-OFDM) System," in 2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN), Prague, 2018, pp. 881-885, doi: 10.1109/ICUFN.2018.8437028.

M. S. Sheela, T. P. Surekha, and K. R. Arjun, "Analysis of BER in OFDM using Wavelet and FFT based Method," in 2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC), Mysore, 2017, pp. 473-476, doi: 10.1109/CTCEEC.2017.8455191.

S. Baig, H. Muhammad Asif, T. Umer, S. Mumtaz, M. Shafiq, and J. Choi, "High Data Rate Discrete Wavelet Transform-Based PLC-VLC Design for 5G Communication Systems," IEEE Access, vol. 6, pp. 52490-52499, 2018, doi: 10.1109/ACCESS.2018.2870138.

G. Waichal and A. Khedkar, "Performance Analysis of FFT Based OFDM System and DWT Based OFDM System to Reduce Inter-carrier Interference," in 2015 International Conference on Computing Communication Control and Automation, Pune, 2015, pp. 338-342, doi: 10.1109/ICCUBEA.2015.71.

Hanna Bogucka, Adrian Kliks, Pawel Kryszkiewicz, “Advanced Multicarrier Technologies for Future Radio Communication: 5G and Beyondâ€, John Wiley & Sons, 2017.

Brahim Bakkas, Reda Benkhouya, Idriss Chana and Hussain Ben-Azza, “Palm Date Leaf Clipping: A New Method to Reduce PAPR in OFDM Systemsâ€, Information 2020, 11, 190; doi:10.3390/info11040190

L. Yu and L. B. White, "Complex rational orthogonal wavelet and its application in communications," in IEEE Signal Processing Letters, vol. 13, no. 8, pp. 477-480, Aug. 2006, doi: 10.1109/LSP.2006.874393.

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