Compressive-Sensing-Based Multiuser Detector for the Large-Scale SM-MIMO Uplink

IEEE Transactions on Vehicular Technology

Volumn 65, Issue 10, 2016, Pages 8725-8730

  Gao, Zhen ^a   Dai, Linglong ^a   Wang, Zhaocheng ^a   Chen, Sheng ^b,c   Hanzo, Lajos ^b  

^a TSINGHUA UNIVERSITY   (China)

^b UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

^c KING ABDULAZIZ UNIVERSITY   (Saudi Arabia)

Author keywords

Compressive sensing (CS); large scale multiple input multiple output (LS MIMO); multiuser detector (MUD); spatial modulation (SM)

Indexed keywords

AGGREGATES; CARRIER COMMUNICATION; CHAINS; CHANNEL ESTIMATION; CODES (SYMBOLS); COMMUNICATION CHANNELS (INFORMATION THEORY); COMPRESSED SENSING; FADING (RADIO); FEEDBACK CONTROL; MIMO SYSTEMS; MOBILE TELECOMMUNICATION SYSTEMS; MODULATION; RAYLEIGH FADING; SIGNAL DETECTION; SIGNAL RECONSTRUCTION; TELECOMMUNICATION REPEATERS; TRANSMISSIONS;

COMPRESSIVE SENSING; CORRELATED RAYLEIGH FADING; DETECTION PERFORMANCE; LARGE-SCALE MULTIPLE-INPUT-MULTIPLE-OUTPUT (LS-MIMO); MULTI-USER DETECTORS; RADIO FREQUENCY CHAINS; SPATIAL MODULATIONS; TRANSMISSION SCHEMES;

MULTIUSER DETECTION;

EID: 85019096073     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2015.2501460     Document Type: Article

References (16)

1. M. D. Renzo, H. Haas, A. Ghrayeb, S. Sugiura, and L. Hanzo, "Spatial modulation for generalized MIMO: Challenges, opportunities and implementation, " Proc. IEEE, vol. 102, no. 1, pp. 56-103, Jan. 2014.
2. A. Younis, R. Mesleh, M. Di Renzo, and H. Haas, "Generalised spatial modulation for large-scale MIMO, " in Proc. EUSIPCO, Sep. 2014, pp. 346-350.
3. S. Ganesan, R.Mesleh, H. Haas, C. Ahn, and S. Yun, "On the performance of spatial modulation OFDM, " in Proc. 40th Asilomar Conf. Signals, Syst. Comput., Oct. 2006, pp. 1825-1829.
4. F. Rusek et al. "Scaling up MIMO: Opportunities and challenges with very large arrays, " IEEE Signal Process. Mag., vol. 30, no. 1, pp. 40-60, Jan. 2013.
5. N. Serafimovski et al., "Practical implementation of spatial modulation, " IEEE Trans. Veh. Technol., vol. 62, no. 9, pp. 4511-4523, Nov. 2013.
6. P. Som and A. Chockalingam, "Spatial modulation and space shift keying in single carrier" in Proc. IEEE Int. Symp. PIMRC, Sep. 2012, pp. 1062-1067.
7. X. Wu, M. Di Renzo, and H. Haas, "Adaptive selection of antennas for optimum transmission in spatial modulation, " IEEE Trans. Wireless Commun., vol. 14, no. 7, pp. 3630-3641, Jul. 2015.
8. S. Narayanan et al., "Multi-user spatial modulation MIMO" in Proc. IEEE WCNC, Apr. 2014, pp. 671-676.
9. X. Wu, H. Claussen, M. D. Renzo, and H. Haas, "Channel estimation for spatial modulation, " IEEE Trans. Commun., vol. 62, no. 12, pp. 4362-4372, Dec. 2014.
10. A. Younis, S. Sinanovic, M. Di Renzo, R. Mesleh, and H. Haas, "Generalised sphere decoding for spatial modulation, " IEEE Trans. Commun., vol. 61, no. 7, pp. 2805-2815, Jul. 2013.
11. W. Liu, N. Wang, M. Jin, and H. Xu, "Denoising detection for the generalized spatial modulation system using sparse property, " IEEE Commun. Lett., vol. 18, no. 1, pp. 22-25, Jan. 2014.
12. B. Shim, S. Kwon, and B. Song, "Sparse detection with integer constraint using multipath matching pursuit, " IEEE Commun. Lett., vol. 18, no. 10, pp. 1851-1854, Oct. 2014.
13. C. Yu et al., "Compressed sensing detector design for space shift keying in MIMO systems, " IEEE Commun. Lett., vol. 16, no. 10, pp. 1556-1559, Oct. 2012.
14. M. F. Duarte and Y. C. Eldar, "Structured compressed sensing: From theory to applications, " IEEE Trans. Signal Process., vol. 59, no. 9, pp. 4053-4085, Sep. 2011.
15. W. Dai and O. Milenkovic, "Subspace pursuit for compressive sensing signal reconstruction, " IEEE Trans. Inf. Theory, vol. 55, no. 5, pp. 2230-2249, May 2009.
16. A. Björck, Numerical Methods for Matrix Computations. Cham, Switzerland: Springer Int. Publ. AG, 2014.