Published March 11, 2026 | Version v1
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PAPR, Spectral Efficiency, BER and SNR Analysis of OFDM: A Novel Partial Transmit Sequence-Particle Swarm Optimization Technique

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Orthogonal frequency division multiplexing (OFDM) is a widely used multicarrier modulation (MCM) technique in the field of wireless communications, specifically designed to facilitate high-speed data transmission. The use of several subcarriers inside an OFDM system for the transmission of modulated symbols results in the generation of OFDM signals with a significant peak-to-average power ratio (PAPR). In this study, we propose a novel approach for mitigating the high PAPR in wireless communication systems (WCS). Our method utilizes a partial transmit sequence (PTS) strategy, which is enhanced by using an adaptive particle swarm optimization (PSO) algorithm. In this study, we present a description of an OFDM system employing the standard PTS technique in conjunction with PSO. To mitigate computational complexity, the suggested methodology efficiently explores the optimal amalgamation of phase rotation components. Experimental findings demonstrate that the computational complexity and PAPR have been greatly minimized by the suggested method.

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2023

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  • [1] Karthik Kumar Vaigandla, Nilofar Azmi, Podila Ramya, Radhakrishna Karne, "A Survey On Wireless Communications : 6g And 7g," International Journal Of Science, Technology & Management, Vol. 2 No. 6 (2021): November 2021, pp. 2018-2025. https://doi.org/10.46729/ijstm.v2i6.379 [2] D. Tse and P. Viswanath, Fundamentals of wireless communication: Cambridge university press, 2005. [3] R. Prasad, OFDM for wireless communications systems: Artech House, 2004. [4] K. K. Vaigandla, "Communication Technologies and Challenges on 6G Networks for the Internet: Internet of Things (IoT) Based Analysis," 2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM), 2022, pp. 27-31, doi: 10.1109/ICIPTM54933.2022.9753990. [5] I. G. Muhammad, K. E. Tepe, and E. Abdel-Raheem, "QAM equalization and symbol detection in OFDM systems using extreme learning machine," Neural Computing and Applications, vol. 22, pp. 491-500, 2013. [6] N. Taşpınar and Ş. Şimşir, "Pilot tones design using particle swarm optimization for OFDM–IDMA system," Neural Computing and Applications, pp. 1-10, 2018. [7] Karthik Kumar Vaigandla and Dr.N.Venu, "A Survey on Future Generation Wireless Communications - 5G : Multiple Access Techniques, Physical Layer Security, Beamforming Approach", Journal of Information and Computational Science, Volume 11 Issue 9,2021, pp. 449- 474. [8] R. Parasad, OFDM for Wireless Communications Systems, Atech House publishing, Boston, London, 2004. [9] Vaigandla, Karthik Kumar and Benita, J. 'Selective Mapping Scheme Based on Modified Forest Optimization Algorithm for PAPR Reduction in FBMC System'. Journal of Intelligent & Fuzzy Systems, pp. 1-15, 2023, DOI: 10.3233/JIFS-222090. [10] Karthik Kumar Vaigandla, SandyaRani Bolla , RadhaKrishna Karne, "A Survey on Future Generation Wireless Communications-6G: Requirements, Technologies, Challenges and Applications", International Journal of Advanced Trends in Computer Science and Engineering, Volume 10, No.5, September - October 2021, pp.3067-3076, https://doi.org/10.30534/ijatcse/2021/211052021 [11] Karthik Kumar Vaigandla , Dr.J.Benita, "Study and Analysis of Various PAPR Minimization Methods," International Journal of Early Childhood Special Education (INT-JECS), Vol 14, Issue 03 2022, pp.1731-1740. [12] Kommabatla Mahender , Tipparti Anil Kumar , K.S Ramesh, "PAPR Analysis of Fifth Generation Multiple Access Waveforms for Advanced Wireless Communication," International Journal of Engineering & Technology, 7 (3.34) (2018) 487-490 [13] Sanjana Prasad , Ramesh Jayabalan, "PAPR reduction in OFDM using scaled particle swarm optimisation based partial transmit sequence technique," J. Eng., 2019, Vol. 2019 Iss. 5, pp. 3460- 3468, https://doi.org/10.1049/joe.2018.5340 [14] Y. Rahmatallah, S. Mohan, Peak-to-average power ratio reduction in OFDM systems: A survey and taxonomy, IEEE Commun. Surv. Tutor. 15 (4) (2013) 1567–1592. [15] M.V.R. Vittal, K.R. Naidu, A novel reduced complexity optimized PTS technique for PAPR reduction in wireless OFDM systems, Egyptian Inf. J. 18 (2017) 123–131. [16] M. Singh, S.K. Patra, Partial transmit sequence optimization using improved harmony search algorithm for PAPR reduction in OFDM, ETRI J. 39 (6) (2017) 782–793. [17] J.H. Wen, S.H. Lee, Y.F. Huang, H.L. Hung, A Suboptimal PTS Algorithm Based on Particle Swarm Optimization Technique for PAPR Reduction in OFDM Systems, Hindawi Publishing Corporation, 2008, http://dx.doi.org/10.1155/2008/601346. [18] Karthik Kumar Vaigandla, J. Benita, "A Novel PTS-SIGWO Algorithm for Minimization of PAPR in FBMC/OQAM System," International Journal of Recent Engineering Science, vol. 10, no. 4, pp. 36- 47, 2023. Crossref, https://doi.org/10.14445/23497157/IJRES-V10I4P107 [19] H.-L. Hung, Y.-F. Huang, C.-M. Yeh, and T.-H. Tan, "Performance of particle swarm optimization techniques on PAPR reduction for OFDM systems," in 2008 IEEE International Conference on Systems, Man and Cybernetics, 2008, pp. 2390-2395. [20] M. H. Aghdam and A. A. Sharifi, "PAPR reduction in OFDM systems: An efficient PTS approach based on particle swarm optimization," ICT Express, 2018. [21] H. Liang, Y.-R. Chen, Y.-F. Huang, and C.-H. Cheng, "A modified genetic algorithm PTS technique for PAPR reduction in OFDM systems," in 2009 15th Asia-Pacific Conference on Communications, 2009, pp. 182-185. [22] Karthik Kumar Vaigandla and Dr. J.Benita, "Filter Bank Multicarrier for Next Generation Wireless Communications: An Overview," Proceedings of International Conference on Artificial Intelligence, 5G Communications and Network Technologies (ICA5NT'23), ISBN: 978-93-94521-15-5, 2023, pp. 714-725. [23] A. Joshi, A. Garg, E. Garg, and N. Garg, "PAPR Reduction Analysis of OFDM Systems Using GA-, PSO-, and ABC-Based PTS Techniques," in Advances in Signal Processing and Communication, ed: Springer, 2019, pp. 145-155. [24] A. Lahcen, H. Mustapha, E. Ali, A. Saida, and A. Adel, "Peak-to-Average Power Ratio Reduction Using New Swarm Intelligence Algorithm in OFDM Systems," Procedia Manufacturing, vol. 32, pp. 831-839, 2019. [25] G. Hill, M. Faulkner, and J. Singh, "Reducing the peak-to-average power ratio in OFDM by cyclically shifting partial transmit sequences," Electronics Letters, vol. 36, pp. 560-561, Mar 16 2000. [26] Kommabatla Mahender , Tipparti Anil Kumar , K.S Ramesh, "Performance Study of OFDM over Multipath Fading Channels for Next Wireless Communications," International Journal of Applied Engineering Research , Volume 12, Number 20 (2017) pp. 10205-10210. [27] Karthik Kumar Vaigandla, J.Benita, "PRNGN - PAPR Reduction using Noise Validation and Genetic System on 5G Wireless Network," International Journal of Engineering Trends and Technology, vol. 70, no. 8, pp. 224-232, 2022. https://doi.org/10.14445/22315381/IJETT-V70I8P223 [28] Vaigandla, K. K. ., & Benita, J. (2023). A Novel PAPR Reduction in Filter Bank Multi-Carrier (FBMC) with Offset Quadrature Amplitude Modulation (OQAM) Based VLC Systems. International Journal on Recent and Innovation Trends in Computing and Communication, 11(5), 288–299. https://doi.org/10.17762/ijritcc.v11i5.6616 [29] Karthik Kumar Vaigandla and B. J, Study and analysis of multi carrier modulation techniques – FBMC and OFDM, Materials Today: Proceedings, Volume 58, Part 1, 2022, Pages 52-56, https://doi.org/10.1016/j.matpr.2021.12.584 [30] Umamaheshwar Soma and Kommabatla Mahender, " PAPR reduction based on subcarriers in FBMC based system," AIP Conference Proceedings 2418, 030069 (2022); https://doi.org/10.1063/5.0081692 [31] Karthik Kumar Vaigandla and J.Benita (2022), Novel Algorithm for Nonlinear Distortion Reduction Based on Clipping and Compressive Sensing in OFDM/OQAM System. IJEER 10(3), 620-626. DOI: 10.37391/IJEER.100334. [32] Benita, J., Jayaparvathy, R. Block Allocation Strategy for Multiple Input Multiple Output (MIMO)– Orthogonal Frequency Division Multiple Access (OFDMA) System. Wireless Pers Commun 101, 1201–1219 (2018). https://doi.org/10.1007/s11277-018-5641-5 [33] Padhy, N.P., Simon, S.P.: 'Soft computing: with MATLAB programming' (Oxford University Press, Oxford, 2015) [34] J. Kennedy, R.C. Eberhart, Particle swarm optimization, in: IEEE International Conference on Neural Networks, 1995, pp. 1942–1948. [35] Karthik Kumar Vaigandla, Mounika Siluveru and Sandhya Rani Bolla, "Analysis of PAPR and Beamforming For 5G MIMO-OFDM", International journal of analytical and experimental modal analysis, Volume XII, Issue X, 2020, pp.483-490.