研究生: |
吳俊賢 Wu, Jyun-Sian |
---|---|
論文名稱: |
排列調變於多輸入多輸出、正交分頻多工、開迴路通訊之傳輸演算法與基於耦合之效能分析 Permutation Modulation for Open-Loop, Multi-Input Multi-Output and Orthogonal Frequency-Division Multiplexing System, and Associated Performance Analyses Using Copulas |
指導教授: |
賴以威
Lai, I-Wei |
口試委員: |
王嘉斌
Wang, Chia-Pin 李佳翰 Lee, Chia-Han 賴以威 Lai, I-Wei |
口試日期: | 2022/12/12 |
學位類別: |
碩士 Master |
系所名稱: |
電機工程學系 Department of Electrical Engineering |
論文出版年: | 2022 |
畢業學年度: | 111 |
語文別: | 中文 |
論文頁數: | 79 |
中文關鍵詞: | 錯誤率分析 、耦合 、多輸入多輸出系統 、正交分頻多工 |
英文關鍵詞: | error rate analyses, copula, multi-input multi-output, orthogonal frequency division multiplexing |
研究方法: | 實驗設計法 |
DOI URL: | http://doi.org/10.6345/NTNU202205650 |
論文種類: | 學術論文 |
相關次數: | 點閱:121 下載:7 |
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此篇研究提出運用於多輸入多輸出系統 (multi-input multi-output, MIMO) 的 傳輸演算法。傳統的空間調變 (spatial modulation, SM) 演算法對單一時間點的多天線傳輸演算法進行調變,但是各個傳輸時間點獨立調變。本篇研究中,我們 提出一演算法不僅將多天線傳輸進行設計,且對多個時間點進行共同調變。此傳輸演算法相較於傳統的SM提升一個維度,增加所有傳輸可能組合間的最小歐式距離,在相同訊號雜訊比時,提升效能約 3 - 6 dB。
此外,此篇論文亦將此技術推廣至正交分頻多工 (orthogonal frequency- division multiplexing, OFDM) 中。在 OFDM 中,此篇論文提出的演算法提升其效能約 3 - 5 dB。
除了傳輸演算法設計,本文亦對傳輸演算法進行理論分析。藉由耦合 (copulas) 得以分析在通道具有相依性時的演算法效能,使分析更符合實際應用場景。
This thesis focuses on the transmission algorithm design of a multi-input multi- output (MIMO) system. Compared to conventional spatial modulation (SM), which individually modulates the signal within one time instant, the proposed transmission algorithm utilizes permutation modulation to modulate multiple time instants concerning several system parameters. Since the proposed algorithm modulates multiple time instants, there is one more dimension than the conventional SM, increasing the minimum Euclidean distance within the set of all possible transmission signals.
This thesis utilizes permutation coding to design the transmission of orthogonal frequency division multiplexing (OFDM). The proposed transmissions increase by 3-5 dB for OFDM.
Besides the transmission algorithm design, we theoretically analyze the bits error rates of transmission algorithms. The copula can efficiently construct the multi-variable cumulative distribution function (CDF) with correlations.
F. E. A. El-Samie, H. E. din H. Ahmed, I. F. Elashry, M. H. Shahieen, O. S. Faragallah, E.-S. M. El-Rabaie, and S. A. Alshebeili, “Image encryption: A communication perspective,” 2013.
G. J. Foschini and M. J. Gans, “On limits of wireless communications in a fading environment when using multiple antennas,” Wireless personal commun., vol. 6, no. 3, pp. 311–335, 1998.
R. W. Heath, S. Sandhu, and A. Paulraj, “Antenna selection for spatial multiplexing systems with linear receivers,” IEEE Commun. letters, vol. 5, no. 4, pp. 142–144, 2001.
D. Gore and A. Paulraj, “MIMO antenna subset selection with space-time coding,” IEEE Trans. Signal Process., vol. 50, no. 10, pp. 2580–2588, 2002.
A. Gorokhov, D. Gore, and A. Paulraj, “Receive antenna selection for MIMO flat- fading channels: theory and algorithms,” IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2687–2696, 2003.
R. Y. Mesleh, H. Haas, S. Sinanovic, C. W. Ahn, and S. Yun, “Spatial modulation,” IEEE Trans. Vehi. Tech., vol. 57, no. 4, pp. 2228–2241, 2008.
J. Jeganathan, A. Ghrayeb, and L. Szczecinski, “Spatial modulation: optimal detection and performance analysis,” IEEE Commun. Letters, vol. 12, no. 8, pp. 545– 547, 2008.
J. Wang, S. Jia, and J. Song, “Generalised spatial modulation system with multiple active transmit antennas and low complexity detection scheme,” IEEE Trans. Wireless Commun., vol. 11, no. 4, pp. 1605–1615, 2012.
M. Wen, Z. Ding, X. Cheng, Y. Bian, H. V. Poor, and B. Jiao, “Performance analysis of differential spatial modulation with two transmit antennas,” IEEE Commun. Letters, vol. 18, no. 3, pp. 475–478, 2014.
F. Cogen, E. Aydin, N. Kabaoglu, E. Basar, and H. Ilhan, “Generalized code index modulation and spatial modulation for high rate and energy-efficient MIMO systems on rayleigh block-fading channel,” IEEE Systems J., vol. 15, no. 1, pp. 538–545, 2021.
R. Mesleh, S. S. Ikki, and H. M. Aggoune, “Quadrature spatial modulation,” IEEE Trans. Vehi. Tech., vol. 64, no. 6, pp. 2738–2742, 2015.
J. Li, S. Dang, Y. Yan, Y. Peng, S. Al-Rubaye, and A. Tsourdos, “Generalized quadrature spatial modulation and its application to vehicular networks with NOMA,” IEEE Trans. Intell. Transp. Syst., vol. 22, no. 7, pp. 4030–4039, 2021.
T. Ma, Y. Xiao, X. Lei, P. Yang, X. Lei, and O. A. Dobre, “Large intelligent surface assisted wireless communications with spatial modulation and antenna selection,” IEEE J. Selected Areas in Commun., vol. 38, no. 11, pp. 2562–2574, 2020.
A. Stavridis, D. Basnayaka, S. Sinanovic, M. Di Renzo, and H. Haas, “A virtual MIMO dual-hop architecture based on hybrid spatial modulation,” IEEE Trans. Commun., vol. 62, no. 9, pp. 3161–3179, 2014.
I-W. Lai, C.-H. Lee, and K.-C. Chen, “A virtual MIMO path-time code for cognitive ad hoc networks,” IEEE Commun. Letters, vol. 17, no. 1, pp. 4–7, 2013.
I-W. Lai, C.-L. Chen, C.-H. Lee, K.-C. Chen, and E. Biglieri, “End-to-end virtual MIMO transmission in ad hoc cognitive radio networks,” IEEE Trans. Wireless Commun., vol. 13, no. 1, pp. 330–341, 2014.
R. G. Jaber and J. G. Andrews, “A lower bound on the capacity of wireless erasure networks,” IEEE Trans. Inf. Theory, vol. 57, no. 10, pp. 6502–6513, 2011.
I-W. Lai, J.-W. Shih, K.-C. Chen, and E. Biglieri, “Generalized path–permutation codes for reliable end-to-end networking of opportunistic links,” IEEE Trans. Wireless Commun., vol. 19, no. 7, pp. 4579–4593, 2020.
I-W. Lai, C.-H. Lee, K.-C. Chen, and E. Biglieri, “Open-loop end-to-end transmission for multihop opportunistic networks with energy-harvesting devices,” IEEE Trans. Commun., vol. 64, no. 7, pp. 2860–2872, 2016.
R. W. Chang, “Synthesis of band-limited orthogonal signals for multichannel data transmission,” Bell system technical J., vol. 45, no. 10, pp. 1775–1796, 1966.
R. P.-H. Chang and R. A. Gibby, “A theoretical study of performance of an orthogonal multiplexing data transmission scheme,” IEEE Trans. Commun., vol. 16, pp. 529–540, 1968.
J. Salz and S. B. Weinstein, “Fourier transform communication system,” in Proc. the First ACM Symp. Problems in the Opt. Data Commun. Systems, (New York, NY, USA), p. 99–128, Association for Computing Machinery, 1969.
S. Weinstein and P. Ebert, “Data transmission by frequency-division multiplexing using the discrete fourier transform,” IEEE Trans. Commun. Tech., vol. 19, no. 5, pp. 628–634, 1971.
R. Abu-alhiga and H. Haas, “Subcarrier-index modulation OFDM,” in Proc. IEEE 20th Int. Symp. Personal, Indoor and Mobile Radio Commun., pp. 177–181, 2009.
E. Başar, Ü. Aygölü, E. Panayırcı, and H. V. Poor, “Orthogonal frequency division multiplexing with index modulation,” IEEE Trans. Signal Process., vol. 61, no. 22, pp. 5536–5549, 2013.
M.-W. Wen, Q. Li, E. Basar, and W. Zhang, “Generalized multiple-mode OFDM with index modulation,” IEEE Trans. Wireless Commun., vol. 17, no. 10, pp. 6531– 6543, 2018.
S. Gopi, S. Kalyani, and L. Hanzo, “Intelligent reflecting surface assisted beam index- modulation for millimeter wave communication,” IEEE Trans. Wireless Commun., vol. 20, no. 2, pp. 983–996, 2021.
R. B. Nelsen, An introduction to copulas. Springer Science & Business Media, 2007.
R. C. Williamson and T. Downs, “Probabilistic arithmetic. I. numerical methods for calculating convolutions and dependency bounds,” Int. J. Approx. Reasoning, vol. 4, no. 2, pp. 89–158, 1990.
M. J. Sklar, “Fonctions de repartition a n dimensions et leurs marges,” 1959.
E. Biglieri and I-W. Lai, “The impact of independence assumptions on wireless communication analysis,” in Proc. IEEE Int. Symp. Inf. Theory (ISIT), pp. 2184– 2188, IEEE, 2016.
G. W. Peters, T. A. Myrvoll, T. Matsui, I. Nevat, and F. Septier, “Communications meets copula modeling: non-standard dependence features in wireless fading channels,” in Proc. IEEE Global Conf. Signal and Inf. Process. (GlobalSIP), pp. 1224–1228, 2014.
D. W. Matolak, I. Sen, and W.-H. Xiong, “The 5-Ghz airport surface area channel —part I: measurement and modeling results for large airports,” IEEE Trans. Vehi. Tech., vol. 57, no. 4, pp. 2014–2026, 2008.
K.-L. Besser, P.-H. Lin, and E. A. Jorswieck, “On fading channel dependency structures with a positive zero-outage capacity,” IEEE Trans. Commun., vol. 69, no. 10, pp. 6561–6574, 2021.
K.-L. Besser and E. A. Jorswieck, “Bounds on the secrecy outage probability for dependent fading channels,” IEEE Trans. Commun., vol. 69, no. 1, pp. 443–456, 2021.
K.-L. Besser and E. A. Jorswieck, “Copula-based bounds for multi-user communications–part II: outage performance,” IEEE Commun. Letters, vol. 25, no. 1, pp. 8–12, 2021.
E. A. Jorswieck and K.-L. Besser, “Copula-based bounds for multi-user communications–part I: average performance,” IEEE Commun. Letters, vol. 25, no. 1, pp. 3–7, 2021.
P.-H. Lin, E. A. Jorswieck, C. R. Janda, M. Mittelbach, and R. F. Schaefer, “On stochastic orders and fading gaussian multi-user channels with statistical CSIT,” in Proc. IEEE Int. Symp. Inf. Theory (ISIT), pp. 1497–1501, IEEE, 2019.
N. Duy Nhat Vien, H. nguyen le, and C. Tang-Tan, “Statistical properties of rayleigh fading models in wireless communications,” UD Journal of Science and Technology UD, vol. 8, pp. 262–269, 08 2012.
I-W. Lai, J.-W. Shih, C.-W. Lee, H.-H. Tu, J.-C. Chi, J.-S. Wu, and Y.-H. Huang, “Spatial permutation modulation for multiple-input multiple-output (MIMO) systems,” IEEE Access, vol. 7, pp. 68206–68218, 2019.
Y. Huang, Q.-Y. Song, S.-Q. Wang, and A. Jamalipour, “Symbol error rate analysis for m-QAM modulated physical-layer network coding with phase errors,” in Proc. IEEE Int. Symp. Personal, Indoor and Mobile Radio Commun. - (PIMRC), pp. 2003– 2008, 2012.
V.-T. Luong, M.-T. Le, D. Nguyen, X.-N. Tran, and V.-D. Ngo, “New upper bound for high-rate spatial modulation systems using QAM modulation,” in Proc. Int. Conf. Adv. Tech. Commun. (ATC), pp. 657–661, 2015.
M.-S. Alouini and A.J. Goldsmith, “A unified approach for calculating error rates of linearly modulated signals over generalized fading channels,” IEEE Trans. Commun., vol. 47, no. 9, pp. 1324–1334, 1999.
E. Basar, U. Aygolu, E. Panayirci, and H. V. Poor, “New trellis code design for spatial modulation,” IEEE Trans. Wireless Commun., vol. 10, no. 8, pp. 2670–2680, 2011.
M.-W. Wen, E. Basar, Q. Li, B.-X. Zheng, and M. Zhang, “Multiple-mode orthogonal frequency division multiplexing with index modulation,” IEEE Trans. Commun., vol. 65, no. 9, pp. 3892–3906, 2017.
A. Martinez, A. G. i Fabregas, and G. Caire, “Error probability analysis of bit- interleaved coded modulation,” IEEE Trans. Inf. Theory, vol. 52, no. 1, pp. 262–271, 2005.
M. K. Simon and M.-S. Alouini, “Digital communications over fading channels (mk simon and ms alouini; 2005)[book review],” IEEE Trans. Inf. Theory, vol. 54, no. 7, pp. 3369–3370, 2008.
I-W. Lai, C.-Y. Wang, T.-D. Chiueh, G. Ascheid, and H. Meyr, “Asymptotic coded ber analysis for MIMO BICM-ID with quantized extrinsic LLR,” IEEE trans. on commun., vol. 60, no. 10, pp. 2820–2828, 2012.
M. G. Khoshkholgh, K. Navaie, and H. Yanikomeroglu, “On the impact of the primary network activity on the achievable capacity of spectrum sharing over fading channels,” IEEE Trans. Wireless Commun., vol. 8, no. 4, pp. 2100–2111, 2009.
M. J. Frank, R. B. Nelsen, and B. Schweizer, “Best-possible bounds for the distribution of a sum —a problem of Kolmogorov,” Probab. Theory and Related Fields, vol. 74, pp. 199–211, 1987.
K.-L. Besser and E. A. Jorswieck, “Calculation of bounds on the ergodic capacity for fading channels with dependency uncertainty,” in Proc. IEEE Int. Conf. Commun. (ICC), pp. 1–6, 2021.
K.-L. Besser, P.-H. Lin, and E. A. Jorswieck, “On the set of joint rayleigh fading distributions achieving positive zero-outage capacities,” in Proc. 54th Asilomar Conf. Signals, Systems, and Computers, pp. 882–886, 2020.