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Erschienen in: Wireless Personal Communications 1/2019

26.04.2019

gold-MUSIC Based DOA Estimation and Multiuser Detection of DS-CDMA System with Optimal Beamformer ULA Antenna

verfasst von: Amiya Dey, Arnab Nandi

Erschienen in: Wireless Personal Communications | Ausgabe 1/2019

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Abstract

gold-MUSIC based direction of arrival (DOA) estimation and multiuser detection (MUD) overcoming near–far problem are achieved concurrently for direct-sequence code division multiple access (DS-CDMA). The optimal beamformer uniform linear array (ULA) antenna is exploited for mitigating the multiple access interference and increasing signal to noise ratio. Multiple signal classification (MUSIC) algorithms are employed for DOA estimation of equal propagation delay signal sources in the presence of additive white Gaussian noise. Bit error rate (BER) of quadriphase shift keying transmission is taken as analytical reference in emphasizing the performance of CDMA users for different ULA elements. Advantages of gold-MUSIC over Root MUSIC and MUSIC algorithms are established through spatial spectrum, computational efficiency and root mean square error (RMSE) of DOA estimation. Impact of arrival angle, ULA elements and data length on RMSE and algorithm complexity of DOA estimation are also enumerated here. Signal constellation and BER analysis utilizing MUD decision feedback, MUD decorrelator and single-user receivers are investigated for equal DOA and different DOA DS-CDMA sources.

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Literatur
1.
Zurück zum Zitat Zhang, J., Zhang, H., & Cui, Z. (2013). Dual-antenna-based blind joint hostile jamming cancellation and multi-user detection for uplink of asynchronous direct-sequence code-division multiple access systems. IET Communications, 7(10), 911–921.CrossRef Zhang, J., Zhang, H., & Cui, Z. (2013). Dual-antenna-based blind joint hostile jamming cancellation and multi-user detection for uplink of asynchronous direct-sequence code-division multiple access systems. IET Communications, 7(10), 911–921.CrossRef
2.
Zurück zum Zitat Takeuchi, K., Vehkaperä, M., Tanaka, T., & Müller, R. R. (2012). Large-system analysis of joint channel and data estimation for MIMO DS-CDMA systems. IEEE Transactions on Information Theory, 58(3), 1385–1412.MathSciNetCrossRefMATH Takeuchi, K., Vehkaperä, M., Tanaka, T., & Müller, R. R. (2012). Large-system analysis of joint channel and data estimation for MIMO DS-CDMA systems. IEEE Transactions on Information Theory, 58(3), 1385–1412.MathSciNetCrossRefMATH
3.
Zurück zum Zitat Chung, C., Chen, W., & Lin, W. (2012). Realizable bandlimited DS-CDMA system occupying Nyquist bandwidth. IEEE Communication Letters, 16(7), 964–967.CrossRef Chung, C., Chen, W., & Lin, W. (2012). Realizable bandlimited DS-CDMA system occupying Nyquist bandwidth. IEEE Communication Letters, 16(7), 964–967.CrossRef
4.
Zurück zum Zitat Falahati, A., & Sanandaji, N. (2016). Nested and interleaved direct sequence spread spectrum to enhance CDMA security and bit error rate performance. International Journal of Communication Systems, 29, 1907–1915.CrossRef Falahati, A., & Sanandaji, N. (2016). Nested and interleaved direct sequence spread spectrum to enhance CDMA security and bit error rate performance. International Journal of Communication Systems, 29, 1907–1915.CrossRef
5.
Zurück zum Zitat Li, P., de Lamare, R. C., & Liu, J. (2013). Adaptive decision feedback detection with parallel interference cancellation and constellation constraints for multiuser multi-input-multi-output systems. IET Communications, 7(6), 538–547.MathSciNetCrossRef Li, P., de Lamare, R. C., & Liu, J. (2013). Adaptive decision feedback detection with parallel interference cancellation and constellation constraints for multiuser multi-input-multi-output systems. IET Communications, 7(6), 538–547.MathSciNetCrossRef
6.
Zurück zum Zitat Kusume, K., Bauch, G., & Utschick, W. (2012). IDMA vs. CDMA: Analysis and comparison of two multiple access schemes. IEEE Transactions on Wireless Communications, 11(1), 78–87.CrossRef Kusume, K., Bauch, G., & Utschick, W. (2012). IDMA vs. CDMA: Analysis and comparison of two multiple access schemes. IEEE Transactions on Wireless Communications, 11(1), 78–87.CrossRef
7.
Zurück zum Zitat Spagnolini, U. (2004). A simplified model to evaluate the probability of error in DS-CDMA systems with adaptive antenna arrays. IEEE Transactions on Wireless Communications, 3(2), 578–587.MathSciNetCrossRef Spagnolini, U. (2004). A simplified model to evaluate the probability of error in DS-CDMA systems with adaptive antenna arrays. IEEE Transactions on Wireless Communications, 3(2), 578–587.MathSciNetCrossRef
8.
Zurück zum Zitat Olfat, A., & Nader-Esfahani, S. (2004). New receiver for multiuser detection of CDMA signals with antenna arrays. IEE Proceedings—Communications, 151(2), 143–151. Olfat, A., & Nader-Esfahani, S. (2004). New receiver for multiuser detection of CDMA signals with antenna arrays. IEE Proceedings—Communications, 151(2), 143–151.
9.
Zurück zum Zitat Gui, G., & Adachi, F. (2014). Sparse least mean fourth algorithm for adaptive channel estimation in low signal-to-noise ratio region. International Journal of Communication Systems, 27, 3147–3157.CrossRef Gui, G., & Adachi, F. (2014). Sparse least mean fourth algorithm for adaptive channel estimation in low signal-to-noise ratio region. International Journal of Communication Systems, 27, 3147–3157.CrossRef
10.
Zurück zum Zitat Qing, H., Liu, Y., & Xie, G. (2016). Smart antenna-assisted spectrum sensing for robust detection in cognitive radio networks. International Journal of Communication Systems, 29, 2192–2204.CrossRef Qing, H., Liu, Y., & Xie, G. (2016). Smart antenna-assisted spectrum sensing for robust detection in cognitive radio networks. International Journal of Communication Systems, 29, 2192–2204.CrossRef
11.
Zurück zum Zitat He, J., Ahmad, M. O., & Swamy, M. N. S. (2012). Joint space–time parameter estimation for multicarrier CDMA systems. IEEE Transactions on Vehicular Technology, 61(7), 3306–3311.CrossRef He, J., Ahmad, M. O., & Swamy, M. N. S. (2012). Joint space–time parameter estimation for multicarrier CDMA systems. IEEE Transactions on Vehicular Technology, 61(7), 3306–3311.CrossRef
13.
Zurück zum Zitat Galib, A. M. M., & Stuber, G. L. (2009). Joint iterative channel estimation and soft-chip combining for a MIMO MC-CDMA anti-jam system. IEEE Transactions on Communications, 57(4), 1068–1078.CrossRef Galib, A. M. M., & Stuber, G. L. (2009). Joint iterative channel estimation and soft-chip combining for a MIMO MC-CDMA anti-jam system. IEEE Transactions on Communications, 57(4), 1068–1078.CrossRef
14.
Zurück zum Zitat Kutty, S., & Sen, D. (2016). Beamforming for millimeter wave communications: An inclusive survey. IEEE Communications Surveys & Tutorials, 18(2), 949–973.CrossRef Kutty, S., & Sen, D. (2016). Beamforming for millimeter wave communications: An inclusive survey. IEEE Communications Surveys & Tutorials, 18(2), 949–973.CrossRef
16.
Zurück zum Zitat Chang, A. (2015). Reduced-dimension DOA and DOD estimation with real-valued implementation for bistatic MIMO radars. Wireless Personal Communications, 85, 1061–1070.CrossRef Chang, A. (2015). Reduced-dimension DOA and DOD estimation with real-valued implementation for bistatic MIMO radars. Wireless Personal Communications, 85, 1061–1070.CrossRef
17.
Zurück zum Zitat Chiang, C., & Chang, A. (2003). DOA estimation in the asynchronous DS-CDMA system. IEEE Transactions on Antennas and Propagation, AP-51(1), 40–47.CrossRef Chiang, C., & Chang, A. (2003). DOA estimation in the asynchronous DS-CDMA system. IEEE Transactions on Antennas and Propagation, AP-51(1), 40–47.CrossRef
18.
Zurück zum Zitat Rangarao, K. V., & Venkatanarasimhan, S. (2013). gold-MUSIC: A variation on MUSIC to accurately determine peaks of the spectrum. IEEE Transactions on Antennas and Propagation, 61(4), 2263–2268.MathSciNetCrossRefMATH Rangarao, K. V., & Venkatanarasimhan, S. (2013). gold-MUSIC: A variation on MUSIC to accurately determine peaks of the spectrum. IEEE Transactions on Antennas and Propagation, 61(4), 2263–2268.MathSciNetCrossRefMATH
19.
Zurück zum Zitat Lee, S., Moon, S., Kim, J., & Lee, I. (2012). Capacity analysis of distributed antenna systems in a composite fading channel. IEEE Transactions on Wireless Communications, 11(3), 1076–1086.CrossRef Lee, S., Moon, S., Kim, J., & Lee, I. (2012). Capacity analysis of distributed antenna systems in a composite fading channel. IEEE Transactions on Wireless Communications, 11(3), 1076–1086.CrossRef
20.
Zurück zum Zitat Lathi, B. P., & Ding, Z. (2010). Modern digital and analog communication systems. New York: Oxford University Press Inc. Lathi, B. P., & Ding, Z. (2010). Modern digital and analog communication systems. New York: Oxford University Press Inc.
21.
Zurück zum Zitat Berber, S. M. (2016). Noise-based spreading in code division multiple access systems for secure communications. International Journal of Communication Systems, 29, 402–416.CrossRef Berber, S. M. (2016). Noise-based spreading in code division multiple access systems for secure communications. International Journal of Communication Systems, 29, 402–416.CrossRef
22.
Zurück zum Zitat Dodd, R., Schlegel, C., & Gaudet, V. (2013). DS-CDMA implementation with iterative multiple access interference cancellation. IEEE Transactions on Circuits and Systems-I: Regular Papers, 60(1), 222–231.MathSciNetCrossRef Dodd, R., Schlegel, C., & Gaudet, V. (2013). DS-CDMA implementation with iterative multiple access interference cancellation. IEEE Transactions on Circuits and Systems-I: Regular Papers, 60(1), 222–231.MathSciNetCrossRef
23.
Zurück zum Zitat Kuramoto, A. S. R., Ciriaco, F., Abrão, T., & Jeszensky, P. J. E. (2012). Sequence design for MPG QS-CDMA systems based on heuristic combinatorial optimization. Wireless Communications and Mobile Computing, 12(3), 236–247.CrossRef Kuramoto, A. S. R., Ciriaco, F., Abrão, T., & Jeszensky, P. J. E. (2012). Sequence design for MPG QS-CDMA systems based on heuristic combinatorial optimization. Wireless Communications and Mobile Computing, 12(3), 236–247.CrossRef
24.
Zurück zum Zitat Jensen, J. R., Christensen, M. G., Benesty, J., & Jensen, S. H. (2015). Joint spatio-temporal filtering methods for DOA and fundamental frequency estimation. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 23(1), 174–185.CrossRef Jensen, J. R., Christensen, M. G., Benesty, J., & Jensen, S. H. (2015). Joint spatio-temporal filtering methods for DOA and fundamental frequency estimation. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 23(1), 174–185.CrossRef
25.
Zurück zum Zitat Kaifas, T. N. (2013). Unconditional, on the directions of arrival, statistics of the adaptive antenna arrays. Wireless Communications and Mobile Computing, 13(15), 1386–1396. Kaifas, T. N. (2013). Unconditional, on the directions of arrival, statistics of the adaptive antenna arrays. Wireless Communications and Mobile Computing, 13(15), 1386–1396.
26.
Zurück zum Zitat Noh, G., Bahng, S., & Park, Y. (2016). BER minimization for dual-polarized wireless systems with polarization-domain rotation. International Journal of Communication Systems, 29, 1128–1137.CrossRef Noh, G., Bahng, S., & Park, Y. (2016). BER minimization for dual-polarized wireless systems with polarization-domain rotation. International Journal of Communication Systems, 29, 1128–1137.CrossRef
27.
Zurück zum Zitat Chen, J., & Ueng, F. (2015). Adaptive antennas for MIMO OFDM-CDMA communication systems. Wireless Communications and Mobile Computing, 15(3), 484–499.CrossRef Chen, J., & Ueng, F. (2015). Adaptive antennas for MIMO OFDM-CDMA communication systems. Wireless Communications and Mobile Computing, 15(3), 484–499.CrossRef
28.
Zurück zum Zitat Durrani, S., & Bialkowski, M. E. (2005). Analysis of the error performance of adaptive array antennas for CDMA with noncoherent M-ary orthogonal modulation in Nakagami fading. IEEE Communication Letters, 9(2), 148–150.CrossRef Durrani, S., & Bialkowski, M. E. (2005). Analysis of the error performance of adaptive array antennas for CDMA with noncoherent M-ary orthogonal modulation in Nakagami fading. IEEE Communication Letters, 9(2), 148–150.CrossRef
29.
Zurück zum Zitat Cao, R., Wang, C., & Zhang, X. (2015). Two-dimensional direction of arrival estimation using generalized ESPRIT algorithm with non-uniform L-shaped array. Wireless Personal Communications, 84, 321–339.CrossRef Cao, R., Wang, C., & Zhang, X. (2015). Two-dimensional direction of arrival estimation using generalized ESPRIT algorithm with non-uniform L-shaped array. Wireless Personal Communications, 84, 321–339.CrossRef
30.
Zurück zum Zitat Fan, L., Zhang, Y., Jiang, Y., Fukawa, K., Suzuki, H., & Wong, K. (2013). Adaptive joint maximum-likelihood detection and minimum-mean-square error with successive interference canceler over spatially correlated multiple-input multiple-output channels. Wireless Communications and Mobile Computing, 13(13), 1192–1204.CrossRef Fan, L., Zhang, Y., Jiang, Y., Fukawa, K., Suzuki, H., & Wong, K. (2013). Adaptive joint maximum-likelihood detection and minimum-mean-square error with successive interference canceler over spatially correlated multiple-input multiple-output channels. Wireless Communications and Mobile Computing, 13(13), 1192–1204.CrossRef
31.
Zurück zum Zitat Li, P., & de Lamare, R. C. (2012). Adaptive decision-feedback detection with constellation constraints for MIMO systems. IEEE Transactions on Vehicular Technology, 61(2), 853–859.CrossRef Li, P., & de Lamare, R. C. (2012). Adaptive decision-feedback detection with constellation constraints for MIMO systems. IEEE Transactions on Vehicular Technology, 61(2), 853–859.CrossRef
32.
Zurück zum Zitat Choi, S., & Yun, D. (1997). Design of an adaptive antenna array for tracking the source of maximum power and its application to CDMA mobile communications. IEEE Transactions on Antennas and Propagation, 45(9), 1393–1404.CrossRef Choi, S., & Yun, D. (1997). Design of an adaptive antenna array for tracking the source of maximum power and its application to CDMA mobile communications. IEEE Transactions on Antennas and Propagation, 45(9), 1393–1404.CrossRef
33.
Zurück zum Zitat Meng, C., Chen, S., & Chang, A. (2015). Direction-of-arrival estimation based on particle swarm optimization searching approaches for CDMA signals. Wireless Personal Communications, 81, 343–357.CrossRef Meng, C., Chen, S., & Chang, A. (2015). Direction-of-arrival estimation based on particle swarm optimization searching approaches for CDMA signals. Wireless Personal Communications, 81, 343–357.CrossRef
34.
Zurück zum Zitat Abolfath-Beygi, M., & Olfat, A. (2014). Subspace smoothing for direction of arrival estimation in DS-CDMA systems. Wireless Personal Communications, 74, 211–228.CrossRefMATH Abolfath-Beygi, M., & Olfat, A. (2014). Subspace smoothing for direction of arrival estimation in DS-CDMA systems. Wireless Personal Communications, 74, 211–228.CrossRefMATH
35.
Zurück zum Zitat Zaidi, S., & Affes, S. (2012). SNR and throughput analysis of distributed collaborative beamforming in locally-scattered environments. Wireless Communications and Mobile Computing, 12(18), 1620–1633.CrossRef Zaidi, S., & Affes, S. (2012). SNR and throughput analysis of distributed collaborative beamforming in locally-scattered environments. Wireless Communications and Mobile Computing, 12(18), 1620–1633.CrossRef
36.
Zurück zum Zitat Lin, T. (2009). Blind IB-MSNR beamforming for DSSS-based communication systems. Wireless Personal Communications, 49, 227–244.CrossRef Lin, T. (2009). Blind IB-MSNR beamforming for DSSS-based communication systems. Wireless Personal Communications, 49, 227–244.CrossRef
37.
Zurück zum Zitat Zekavat, S. A., & Buehrar, R. M. (2012). Handbook of position location—Theory, practice and advances. Hoboken, NJ: Wiley. (New Jersey: IEEE Press, IEEE, Inc. (copyright)). Zekavat, S. A., & Buehrar, R. M. (2012). Handbook of position location—Theory, practice and advances. Hoboken, NJ: Wiley. (New Jersey: IEEE Press, IEEE, Inc. (copyright)).
38.
Zurück zum Zitat Ghouse Basha, T. S. G., Sridevi, P. V., & Giri Prasad, M. N. (2013). Beam forming in smart antenna with precise direction of arrival estimation using improved MUSIC. Wireless Personal Communications, 71, 1353–1364.CrossRef Ghouse Basha, T. S. G., Sridevi, P. V., & Giri Prasad, M. N. (2013). Beam forming in smart antenna with precise direction of arrival estimation using improved MUSIC. Wireless Personal Communications, 71, 1353–1364.CrossRef
39.
Zurück zum Zitat Brent, R. (1973). Algorithms for minimization without derivatives. Englewood Cliffs, NJ: Prentice-Hall.MATH Brent, R. (1973). Algorithms for minimization without derivatives. Englewood Cliffs, NJ: Prentice-Hall.MATH
40.
Zurück zum Zitat El-dawi, H. A., Napoleon, S. A., & Hussein, A. H. (2017). VAE/MPM/GA technique for DoA estimation using optimized antenna arrays. Wireless Personal Communications, 92, 1271–1279.CrossRef El-dawi, H. A., Napoleon, S. A., & Hussein, A. H. (2017). VAE/MPM/GA technique for DoA estimation using optimized antenna arrays. Wireless Personal Communications, 92, 1271–1279.CrossRef
41.
Zurück zum Zitat Cao, Y., Zhang, Z., Dai, F., & Xie, R. (2012). Direction of arrival estimation for monostatic multiple-input multiple-output radar with arbitrary array structures. IET Radar, Sonar and Navigation, 6(7), 679–686.CrossRef Cao, Y., Zhang, Z., Dai, F., & Xie, R. (2012). Direction of arrival estimation for monostatic multiple-input multiple-output radar with arbitrary array structures. IET Radar, Sonar and Navigation, 6(7), 679–686.CrossRef
42.
Zurück zum Zitat Rübsamen, M., & Gershman, A. B. (2009). Direction-of-arrival estimation for nonuniform sensor arrays: From manifold separation to Fourier domain MUSIC methods. IEEE Transactions on Signal Processing, 57(2), 588–599.MathSciNetCrossRefMATH Rübsamen, M., & Gershman, A. B. (2009). Direction-of-arrival estimation for nonuniform sensor arrays: From manifold separation to Fourier domain MUSIC methods. IEEE Transactions on Signal Processing, 57(2), 588–599.MathSciNetCrossRefMATH
43.
Zurück zum Zitat Moon, S., Kim, B., Malik, S., You, C., Liu, H., Kim, J., et al. (2015). Novel hybrid receiver for interference cancellation and suppression in sidehaul system. Wireless Personal Communications, 84, 377–393.CrossRef Moon, S., Kim, B., Malik, S., You, C., Liu, H., Kim, J., et al. (2015). Novel hybrid receiver for interference cancellation and suppression in sidehaul system. Wireless Personal Communications, 84, 377–393.CrossRef
Metadaten
Titel
gold-MUSIC Based DOA Estimation and Multiuser Detection of DS-CDMA System with Optimal Beamformer ULA Antenna
verfasst von
Amiya Dey
Arnab Nandi
Publikationsdatum
26.04.2019
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2019
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-019-06416-9

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