Title :
Reduced complexity receivers for layered space-time CPM
Author :
Zhao, Wanlun ; Giannakis, Georgios B.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Minnesota, Minneapolis, MN, USA
fDate :
3/1/2005 12:00:00 AM
Abstract :
Layered space-time (LST) transmissions employing continuous phase modulations (CPM) are well motivated for both bandwidth- and power-limited multiantenna communications. However, one of the major challenges for LST-CPM is the high complexity it incurs with maximum likelihood (ML) detection. In this paper, we develop reduced complexity LST-CPM receivers. First, we consider single antenna systems. Specifically, we study a reduced complexity Viterbi receiver for binary CPM. Based on this design, we introduce differential encoding for a class of CPM signals and analyze its performance gain both theoretically and with simulations. Second, we focus on multiantenna LST systems with minimum shift-keying (MSK)-type modulations. With group ing-canceling (NC) and low-complexity linear equalization, we convert a coded multiuser detection problem into an uncoded one with small equalization loss. We also find that the combination of sphere decoding with hard-decision iterative processing is effective in boosting performance with a controllable complexity increase. Both analytical and simulated performance confirm that the novel LST-MSK receiver exhibits markedly improved performance relative to conventional NC detectors with moderate complexity increase.
Keywords :
Viterbi detection; antenna arrays; computational complexity; continuous phase modulation; iterative methods; maximum likelihood detection; minimum shift keying; multiuser detection; coded multiuser detection; continuous phase modulation; differential encoding; hard-decision iterative processing; ing-canceling; layered space-time CPM; low-complexity linear equalization; maximum likelihood detection; minimum shift-keying type modulation; power-limited multiantenna communication; reduced complexity Viterbi receiver; single antenna system; sphere decoding; Analytical models; Continuous phase modulation; Encoding; Maximum likelihood detection; Multiuser detection; Performance analysis; Performance gain; Signal analysis; Signal design; Viterbi algorithm; Continuous phase modulation (CPM); fading channel; minimum shift keying (MSK); multiuser detection; performance analysis; space time;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2004.843051