TY - JOUR
T1 - The spectral efficiency of successive cancellation with linear multiuser detection for randomly spread CDMA
AU - Steiner, Avi
AU - Lupu, Valentin
AU - Katz, Uri
AU - Shamai, Shlomo
N1 - Funding Information: Manuscript received September 16, 2009; revised September 03, 2010; accepted November 08, 2011. Date of publication January 31, 2012; date of current version April 17, 2012. The work of S. Shamai (Shitz) was supported by the Israel Science Foundation and by the European Commission in the framework of the FP7 Network of Excellence in Wireless Communications NEWCOM++. A. Steiner and S. Shamai (Shitz) are with the Faculty of Electrical Engineering, Technion—Israel Institute of Technology, Technion City, Haifa 32000, Israel (e-mail: [email protected]; [email protected]). V. Lupu and U. Katz are with the Rafael Advanced Defense Systems Ltd., Israel (e-mail: [email protected]; [email protected]). Communicated by M. Lops, Associate Editor for Detection and Estimation. Color versions of one or more of the figures in this paper are available online at http://ieeexplore.ieee.org. Digital Object Identifier 10.1109/TIT.2012.2184663
PY - 2012/5
Y1 - 2012/5
N2 - We consider the problem of multiuser detection for randomly spread direct-sequence (DS) code-division multiple access (CDMA) over flat fading channels. The analysis focuses on the case of many users, and large spreading sequences such that their ratio, which is the system load, is kept fixed. Spectral efficiency of practical linear detectors such as match-filter and decorrelator employing successive interference cancellation (SIC) at the receiver is derived. This is used to extend the notion of strongest users detectors for SIC receivers. The strongest users detectors system design relies on an outage approach where each user transmits in a single layer (fixed rate), and only users experiencing good channel conditions may be reliably decoded, while the other users are in outage, i.e., not decoded. In this scheme, iterative SIC decoding is studied, and it is shown that for equal power users, the optimal rate allocation, for maximizing the expected spectral efficiency, is equal rates for all users. This outage approach analysis is extended for multilayer coding broadcast approach per user. The expected sum-rate, under iterative decoding with linear multiuser detectors, is optimized, and the optimal layering power distribution is obtained. For small system loads, the achievable spectral efficiency with the continuous broadcast approach and a linear matched filter detector exhibits significant gains over the single layer coding approach.
AB - We consider the problem of multiuser detection for randomly spread direct-sequence (DS) code-division multiple access (CDMA) over flat fading channels. The analysis focuses on the case of many users, and large spreading sequences such that their ratio, which is the system load, is kept fixed. Spectral efficiency of practical linear detectors such as match-filter and decorrelator employing successive interference cancellation (SIC) at the receiver is derived. This is used to extend the notion of strongest users detectors for SIC receivers. The strongest users detectors system design relies on an outage approach where each user transmits in a single layer (fixed rate), and only users experiencing good channel conditions may be reliably decoded, while the other users are in outage, i.e., not decoded. In this scheme, iterative SIC decoding is studied, and it is shown that for equal power users, the optimal rate allocation, for maximizing the expected spectral efficiency, is equal rates for all users. This outage approach analysis is extended for multilayer coding broadcast approach per user. The expected sum-rate, under iterative decoding with linear multiuser detectors, is optimized, and the optimal layering power distribution is obtained. For small system loads, the achievable spectral efficiency with the continuous broadcast approach and a linear matched filter detector exhibits significant gains over the single layer coding approach.
KW - Broadcast approach
KW - code-division multiple access (CDMA)
KW - multilayer coding
KW - multiuser detection
KW - successive interference cancellation (SIC)
UR - http://www.scopus.com/inward/record.url?scp=84860234457&partnerID=8YFLogxK
U2 - https://doi.org/10.1109/TIT.2012.2184663
DO - https://doi.org/10.1109/TIT.2012.2184663
M3 - مقالة
SN - 0018-9448
VL - 58
SP - 2850
EP - 2873
JO - IEEE Transactions on Information Theory
JF - IEEE Transactions on Information Theory
IS - 5
M1 - 6142091
ER -