Year 2023,
, 253 - 260, 31.12.2023
İnci Umakoğlu
,
Mustafa Namdar
,
Arif Başgümüş
References
- [1] I. Umakoglu, M. Namdar, A. Basgumus, F. Kara, H. Kaya, and H. Yanikomeroglu, “BER Performance Comparison of AF and DF Assisted Relay Selection Schemes in Cooperative NOMA Systems,” IEEE 9th International Black Sea Conference on Comm. and Networking, Bucharest, Romania, 2021.
- [2] Z. Ding, M. Peng, and H.V. Poor, “Cooperative non-orthogonal multiple access in 5G systems,” IEEE Comm. Lett., vol. 19, no. 8, pp. 1462–1465, 2015.
- [3] Y. Saito, A. Benjebbour, Y. Kishiyama, and T. Nakamura, “System level performance evaluation of downlink non-orthogonal multiple access (NOMA),” in Proc. IEEE 24th Annu. Int. Symp. Pers., Indoor, Mobile Radio Comm., London, U.K., Sep. 2013, pp. 611–615.
- [4] Z. Ding, Z. Yang, P. Fan, and H. V. Poor, “On the performance of nonorthogonalmultiple access in 5G systems with randomly deployed users,” IEEE Signal Process. Lett., vol. 21, no. 12, pp. 1501–1505, Dec. 2014.
- [5] S. McWade, M. F. Flanagan, A. Farhang, “Low-Complexity Equalization and Detection for OTFS-NOMA”, arXiv preprint arXiv:2211.07388, 2022.
- [6] G. D. Surabhi, R. M. Augustine, A. Chockalingam, “Multiple access in the delay-Doppler domain using OTFS modulation,” arXiv preprint, 2019.
- [7] Z. Ding, R. Schober, P. Fan, and H. Vincent Poor, “OTFS-NOMA: An Efficient Approach for Exploiting Heterogenous User Mobility Profiles,” IEEE Transactions on Comm., vol. 67, no. 11, pp. 7950–7965, 2019.
- [8] A. Chatterjee, V. Rangamgari, S. Tiwari, and S. S. Das, “Nonorthogonal Multiple Access With Orthogonal Time–Frequency Space Signal Transmission,” IEEE Systems Journal, vol. 15, no. 1, pp. 383–394, 2021.
- [9] K. Deka, A. Thomas, and S. Sharma, “OTFS-SCMA: A Code-Domain NOMA Approach for Orthogonal Time Frequency Space Modulation,” IEEE Transactions on Comm., vol. 69, no. 8, pp. 5043–5058, 2021.
- [10] H. Wen, W. Yuan, and S. Li, “Downlink OTFS Non-Orthogonal Multiple Access Receiver Design based on Cross-Domain Detection,” in IEEE International Conference on Comm. Workshops, 2022, pp. 928–933.
- [11] P. Raviteja, K. T. Phan, Y. Hong and E. Viterbo, "Interference Cancellation and Iterative Detection for Orthogonal Time Frequency Space Modulation,” in IEEE Transactions on Wireless Comm., vol. 17, no. 10, pp. 6501-6515, 2018, doi: 10.1109/TWC.2018.2860011.
- [12] L. Xiao, S. Li, Y. Qian, D. Chen and T. Jiang, “An Overview of OTFS for Internet of Things: Concepts, Benefits, and Challenges,” in IEEE Internet of Things Journal, vol. 9, no. 10, pp. 7596-7618, 2022, doi: 10.1109/JIOT.2021.3132606.
- [13] H. Zhang, K. Niu, J. Xu, J. Dai and J. Zhang, “Iterative SIC-Based Multiuser Detection for Uplink Heterogeneous NOMA System,” 2022 IEEE Globecom Workshops, Rio de Janeiro, Brazil, 2022, pp. 94-99.
- [14] I. Umakoglu, M. Namdar, A. Basgumus, S. Özyurt and S. Kulaç, “BER Performance Analysis for NOMA Systems with OTFS Modulation,” 2023 31st Signal Process. and Comm. Appl. Conference, Istanbul, Turkiye, 2023, pp. 1-4.
- [15] Y. Zhang, S. Zhang, B. Wang, Y. Liu, W. Bai and X. Shen, “Deep Learning-Based Signal Detection for Underwater Acoustic OTFS Communication, ” Journal of Marine Science and Engineering, vol. 10, no. 12, 2022.
- [16] T. Thaj and E. Viterbo, “Low-Complexity Linear Diversity-Combining Detector for MIMO-OTFS,” in IEEE Wireless Comm. Lett., vol. 11, no. 2, pp. 288-292, Feb. 2022, doi: 10.1109/LWC.2021.3125986.
- [17] K. Yadav, P. Singh, H.B. Mishra, and R. Budhiraja, “Closed Form BER For ZF OTFS Receivers,” IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications, 2021.
- [18] I. Umakoglu, M. Namdar, and A. Basgumus, “UAV-Assisted Cooperative NOMA System with the nth Best Relay Selection,” Advances in Electrical and Computer Engineering, vol. 23, no. 3, pp. 39-46, 2023.
- [19] T. Yılmaz, A.A. Bacanlı, and H. İlhan, “UAV-Assisted NOMA-Based Network with Alamouti Space-Time Block Coding,” Politeknik Dergisi, vol. 25 no. 3, pp. 967-973, 2022.
- [20] S. Koşu, and S.Ö. Ata, “NOMA-enabled Cooperative V2V Communications with Fixed-Gain AF Relaying,” Balkan Journal of Electrical and Computer Engineering, vol. 11, no. 1, pp. 1-12, 2023.
- [21] A. Basgumus, F. Kocak, and M. Namdar, “BER performance analysis for downlink NOMA systems over cascaded Nakagami-m fading channels,” Annals of Telecommunications, 1-7, 2023.
- [22] F.K. Bardak, M. Namdar, and A. Basgumus, “Ergodic Capacity Analysis of the Relay Assisted Downlink NOMA Systems in Cognitive Radio Networks,” Journal of Engineering Sciences and Design, vol. 9, no. 3, pp. 992-1002, 2021.
- [23] M. Namdar, A. Guney, F.K. Bardak, and A. Basgumus, “Ergodic Capacity Estimation with Artificial Neural Networks in NOMA-Based Cognitive Radio Systems” Arabian Journal for Science and Engineering, 1-10, 2023.
- [24] A. Basgumus, M. S. Ardic, and M. Namdar, “Capacity Analysis of the Secondary Users in Spectrum Sharing Model over Nakagami-m and log-normal Fading Channels,” Journal of the Faculty of Engineering and Architecture of Gazi University, vol. 38, no. 4, pp. 2205-2212, 2023.
Performance Evaluation of OTFS-NOMA Scheme for High Mobility Users
Year 2023,
, 253 - 260, 31.12.2023
İnci Umakoğlu
,
Mustafa Namdar
,
Arif Başgümüş
Abstract
Orthogonal Time Frequency Space (OTFS) is a promising approach which is widely employed in sixth generation (6G) wireless network systems. Because of its superior performance in high-mobility environments, OTFS modulation has received a lot of attention lately. Due to OTFS modulation works in the delay-Doppler (DD) domain rather than the conventional time-frequency (TF) domain, it works effectively in such circumstances. The idea of non-orthogonal multiple access (NOMA) is integrated into OTFS as an important approach to improve the spectral efficiency (SE) to investigate the efficiency potential and performance. In this research, we study OTFS modulated NOMA system for two destination users in the high mobility environment. The message passing detection algorithm is utilized to examine bit error rate (BER) performance for both near and far users in the proposed OTFS modulated NOMA system. The BER simulation results demonstrate that the power allocation (PA) coefficient, delays, and Doppler effects significantly impact the performance of the system.
References
- [1] I. Umakoglu, M. Namdar, A. Basgumus, F. Kara, H. Kaya, and H. Yanikomeroglu, “BER Performance Comparison of AF and DF Assisted Relay Selection Schemes in Cooperative NOMA Systems,” IEEE 9th International Black Sea Conference on Comm. and Networking, Bucharest, Romania, 2021.
- [2] Z. Ding, M. Peng, and H.V. Poor, “Cooperative non-orthogonal multiple access in 5G systems,” IEEE Comm. Lett., vol. 19, no. 8, pp. 1462–1465, 2015.
- [3] Y. Saito, A. Benjebbour, Y. Kishiyama, and T. Nakamura, “System level performance evaluation of downlink non-orthogonal multiple access (NOMA),” in Proc. IEEE 24th Annu. Int. Symp. Pers., Indoor, Mobile Radio Comm., London, U.K., Sep. 2013, pp. 611–615.
- [4] Z. Ding, Z. Yang, P. Fan, and H. V. Poor, “On the performance of nonorthogonalmultiple access in 5G systems with randomly deployed users,” IEEE Signal Process. Lett., vol. 21, no. 12, pp. 1501–1505, Dec. 2014.
- [5] S. McWade, M. F. Flanagan, A. Farhang, “Low-Complexity Equalization and Detection for OTFS-NOMA”, arXiv preprint arXiv:2211.07388, 2022.
- [6] G. D. Surabhi, R. M. Augustine, A. Chockalingam, “Multiple access in the delay-Doppler domain using OTFS modulation,” arXiv preprint, 2019.
- [7] Z. Ding, R. Schober, P. Fan, and H. Vincent Poor, “OTFS-NOMA: An Efficient Approach for Exploiting Heterogenous User Mobility Profiles,” IEEE Transactions on Comm., vol. 67, no. 11, pp. 7950–7965, 2019.
- [8] A. Chatterjee, V. Rangamgari, S. Tiwari, and S. S. Das, “Nonorthogonal Multiple Access With Orthogonal Time–Frequency Space Signal Transmission,” IEEE Systems Journal, vol. 15, no. 1, pp. 383–394, 2021.
- [9] K. Deka, A. Thomas, and S. Sharma, “OTFS-SCMA: A Code-Domain NOMA Approach for Orthogonal Time Frequency Space Modulation,” IEEE Transactions on Comm., vol. 69, no. 8, pp. 5043–5058, 2021.
- [10] H. Wen, W. Yuan, and S. Li, “Downlink OTFS Non-Orthogonal Multiple Access Receiver Design based on Cross-Domain Detection,” in IEEE International Conference on Comm. Workshops, 2022, pp. 928–933.
- [11] P. Raviteja, K. T. Phan, Y. Hong and E. Viterbo, "Interference Cancellation and Iterative Detection for Orthogonal Time Frequency Space Modulation,” in IEEE Transactions on Wireless Comm., vol. 17, no. 10, pp. 6501-6515, 2018, doi: 10.1109/TWC.2018.2860011.
- [12] L. Xiao, S. Li, Y. Qian, D. Chen and T. Jiang, “An Overview of OTFS for Internet of Things: Concepts, Benefits, and Challenges,” in IEEE Internet of Things Journal, vol. 9, no. 10, pp. 7596-7618, 2022, doi: 10.1109/JIOT.2021.3132606.
- [13] H. Zhang, K. Niu, J. Xu, J. Dai and J. Zhang, “Iterative SIC-Based Multiuser Detection for Uplink Heterogeneous NOMA System,” 2022 IEEE Globecom Workshops, Rio de Janeiro, Brazil, 2022, pp. 94-99.
- [14] I. Umakoglu, M. Namdar, A. Basgumus, S. Özyurt and S. Kulaç, “BER Performance Analysis for NOMA Systems with OTFS Modulation,” 2023 31st Signal Process. and Comm. Appl. Conference, Istanbul, Turkiye, 2023, pp. 1-4.
- [15] Y. Zhang, S. Zhang, B. Wang, Y. Liu, W. Bai and X. Shen, “Deep Learning-Based Signal Detection for Underwater Acoustic OTFS Communication, ” Journal of Marine Science and Engineering, vol. 10, no. 12, 2022.
- [16] T. Thaj and E. Viterbo, “Low-Complexity Linear Diversity-Combining Detector for MIMO-OTFS,” in IEEE Wireless Comm. Lett., vol. 11, no. 2, pp. 288-292, Feb. 2022, doi: 10.1109/LWC.2021.3125986.
- [17] K. Yadav, P. Singh, H.B. Mishra, and R. Budhiraja, “Closed Form BER For ZF OTFS Receivers,” IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications, 2021.
- [18] I. Umakoglu, M. Namdar, and A. Basgumus, “UAV-Assisted Cooperative NOMA System with the nth Best Relay Selection,” Advances in Electrical and Computer Engineering, vol. 23, no. 3, pp. 39-46, 2023.
- [19] T. Yılmaz, A.A. Bacanlı, and H. İlhan, “UAV-Assisted NOMA-Based Network with Alamouti Space-Time Block Coding,” Politeknik Dergisi, vol. 25 no. 3, pp. 967-973, 2022.
- [20] S. Koşu, and S.Ö. Ata, “NOMA-enabled Cooperative V2V Communications with Fixed-Gain AF Relaying,” Balkan Journal of Electrical and Computer Engineering, vol. 11, no. 1, pp. 1-12, 2023.
- [21] A. Basgumus, F. Kocak, and M. Namdar, “BER performance analysis for downlink NOMA systems over cascaded Nakagami-m fading channels,” Annals of Telecommunications, 1-7, 2023.
- [22] F.K. Bardak, M. Namdar, and A. Basgumus, “Ergodic Capacity Analysis of the Relay Assisted Downlink NOMA Systems in Cognitive Radio Networks,” Journal of Engineering Sciences and Design, vol. 9, no. 3, pp. 992-1002, 2021.
- [23] M. Namdar, A. Guney, F.K. Bardak, and A. Basgumus, “Ergodic Capacity Estimation with Artificial Neural Networks in NOMA-Based Cognitive Radio Systems” Arabian Journal for Science and Engineering, 1-10, 2023.
- [24] A. Basgumus, M. S. Ardic, and M. Namdar, “Capacity Analysis of the Secondary Users in Spectrum Sharing Model over Nakagami-m and log-normal Fading Channels,” Journal of the Faculty of Engineering and Architecture of Gazi University, vol. 38, no. 4, pp. 2205-2212, 2023.