Browse > Article
http://dx.doi.org/10.7840/kics.2017.42.4.731

A Low-Complexity ML Detector for Generalized Spatial Modulation Based on Priority  

Lee, Man Hee (Department of IT Convergence Engineering, Kumoh National Institute of Technology)
Shin, Soo Young (Kumoh National Institute of Technology)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.42, no.4, 2017 , pp. 731-738 More about this Journal
Abstract
In this paper, we proposed a modified ML detector for generalized spatial modulation which is a method among Multiple-input Multiple-output. This proposed method detects signal applying modified channel statement information based on priority. Complexity in conventional methods increases as increasing the number of active antennas. To solve this problem, we proposed a new ML method using static channel information decided by the number of transmit antennas and the number of receive antennas. This method detects active antennas one by one through priority. The proposed method has proved benefit on complexity compared with conventional method through simulations. When the number of transmit antennas is equal to 10, there is approximately 45% complexity reduction.
Keywords
Generalized Spatial Modulation (GSM); MIMO; ML detector; Priority; Channel Statement Information (CSI);
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 T. Handte, A. Muller, and J. Speidel, "BER analysis and optimization of generalized spatial modulation in correlated fading channels," Veh. Technol. Conf. Fall 2009, pp. 1-5, Sept. 2009.
2 M. Cirkic, Efficient MIMO Detection Methods (2014), Retrieved Dec., 12, 2016, http://www.diva-portal.org/smash/record.jsf?pid=diva2%3A690022&dswid=1128
3 E. T. Jeon, S. M. Yoon, J. S. Lee, D. W. Woo, and K. Lee, "A low-complexity sphere decoding algorithm for generalized spatial modulation," J. KIICE, vol. 20, no. 1, pp. 30-36, Jan. 2016.
4 Y. Xiao, Z. Yang, L. Dan, P. Yang, L. Yin, and W. Xiang, "Low-complexity signal detection for generalized spatial modulation," IEEE Commun. Lett., vol. 18, no. 3, pp. 403-406, Apr. 2014.   DOI
5 J. Jeganathan, A. Ghrayeb, and L. Szczecinski, "Spatial modulation: optimal detection and performance analysis," IEEE Commun. Lett., vol. 12, no. 8, pp. 545-547, Aug. 2008.   DOI
6 H. Men and M. Jin, "A low-complexity ML detection algorithm for spatial modulation systems with PSK constellation," IEEE Commun. Lett., vol. 18, no. 8, pp. 1375-1378, Jun. 2014.   DOI
7 P. E. Danielsson, "Euclidean distance mapping," Computer Graphics and Image Process., vol. 14, no. 3, pp. 227-248, Nov. 1980.   DOI
8 B. Shim and B. Lee, "Evolution of MIMO technology," J. KICS, vol. 38, no. 8, pp. 712-723, Aug. 2013.
9 M. B. Shahab, M. Irfan, M. F. Kader, and S. Y. Shin, "User pairing schemes for capacity maximization in non‐orthogonal multiple access systems," Wirel. Commun. Mob. Comput., vol. 16, no. 17, pp. 2884-2894, Dec. 2016.   DOI
10 H. S. Kang, Y. B. Song, D. Kwon and D. K. Kim, "Key techniques and performance comparison of 5G new waveform technologies," J. KICS, vol. 41, no. 1, pp. 142-155, Jan. 2016.   DOI
11 M. Irfan, J. W. Kim, and S. Y. Shin, "Spectral and energy efficient spatially modulated non-orthogonal multiple access (NOMA) for 5G," J. KICS, vol. 40, no. 8, pp. 1507-1514, Aug. 2015.   DOI
12 A. Younis, N. Serafimovski, R. Mesleh, and H. Haas, "Generalised spatial modulation," 2010 Conf. Record of the 44th Asilomar Conf. Sign., Syst. and Comput., pp. 1498-1502, Nov. 2010.