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An iterative algorithm for asynchronous coded multiuser detection

M. Moher, P. Guinand
1998 IEEE Communications Letters  
A multiuser detection algorithm, applicable to asynchronous users having the same signaling waveform and power levels, is presented.  ...  The algorithm is derived from iterative techniques for crossentropy minimization, similar to turbo decoding.  ...  In conclusion, an algorithm has been presented for iterative multiuser detection for nonspread asynchronous users sharing the same channel.  ... 
doi:10.1109/4234.709440 fatcat:rdabdwzax5fw5o3pqv5y2tsilu

Optimization of LDPC-coded turbo CDMA systems

Xiaodong Wang, Guosen Yue, K.R. Narayanan
2005 IEEE Transactions on Signal Processing  
We consider the analysis and design of low-density parity-check (LDPC) codes for turbo multiuser detection in multipath code division multiple access (CDMA) channels.  ...  For the case of asynchronous multipath fading channels, the extrinsic messages can be approximated by a mixture of symmetric Gaussian distributions.  ...  As shown in the lower part of Fig. 1 , the overall receiver is an iterative receiver that performs turbo multiuser detection by passing extrinsic messages on the code bits between a SISO multiuser detector  ... 
doi:10.1109/tsp.2005.843726 fatcat:dhei5pwdejdx5ehfwoaknvps34

Coded modulation assisted iterative parallel interference cancellation aided CDMA

H. Wei, S.X. Ng, L. Hanzo
2003 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484)  
In the context of the 8PSK TCM/TTCM CDMA schemes typically two iterations are necessary for approaching the best possible performance attained with the aid of an infinite number of iterations.  ...  In this contribution we investigate Trellis Coded Modulation (TCM) and Turbo Trellis Coded Modulation (TTCM) assisted iterative parallel interference cancellation aided CDMA schemes.  ...  In our approach, we propose a novel symbol probability based iterative multiuser detection assisted receiver for employment in a Trellis Coded Modulation (TCM) and Turbo Trellis Coded Modulation (TTCM)  ... 
doi:10.1109/vetecf.2003.1285193 fatcat:gh6hu57ojbegtewzcb77hsit4u

Belief propagation-based joint iterative algorithm for detection and decoding in asynchronous CDMA satellite systems

Na Gu, Sheng Wu, Linling Kuang, Zuyao Ni, Jianhua Lu
2013 EURASIP Journal on Wireless Communications and Networking  
In this paper, a joint chip-level algorithm for CDMA multiuser detection and LDPC decoding with a new and simple iterative structure based on belief propagation (BP) for satellite systems is developed,  ...  which integrates the iterations of multiuser detection and the iterations of LDPC decoding with factor graphs.  ...  In [5] [6] [7] , an iterative MMSE detection algorithm for the coded CDMA system was presented, which feeds the extrinsic information of the decoder back to the iterative MMSE detector.  ... 
doi:10.1186/1687-1499-2013-234 fatcat:xdld65tlvnf67dckunc32mnquu

Turbo greedy multiuser detection

A.A. AlRustamani, A.D. Damnjanovic, B.R. Vojcic
2001 IEEE Journal on Selected Areas in Communications  
Recently, a novel scheme for iterative multiuser detection and turbo decoding was proposed by Damnjanovic and Vojcic.  ...  The extrinsic probabilities for the coded bits of the interfering users, obtained after each turbo decoding iteration, are used as a priori probabilities in the following multiuser iteration and the extrinsic  ...  In [13] , the authors investigated the use of log-MAP [10] , [21] algorithm in their iterative scheme for both multiuser detection and decoding for a convolutionally coded asynchronous multiuser system  ... 
doi:10.1109/49.942524 fatcat:llv45v2g7zferefkrqll3cwfbu

A sliding window PDA for asynchronous CDMA, and a proposal for deliberate asynchronicity

Jie Luo, K.R. Pattipati, P.K. Willett
2003 IEEE Transactions on Communications  
Index Terms-Asynchronous code-division multiple access (CDMA), code-division multiple access (CDMA), multiuser detection, overloaded system, probabilistic data association (PDA).  ...  In the first part, the probabilistic data association (PDA) method is extended to multiuser detection over symbol-asynchronous code-division multiple access (CDMA) communication channels.  ...  of many multiuser detection algorithms.  ... 
doi:10.1109/tcomm.2003.820726 fatcat:xc2hvlelqrdlfpiye5nqz2kxia

Blind adaptive space-time multiuser detection with multiple transmitter and receiver antennas

D. Reynolds, Xiaodong Wang, H.V. Poor
2002 IEEE Transactions on Signal Processing  
In this paper, we consider space-time multiuser detection using multiple transmit and receive antennas for code-division multiple-access (CDMA) communications.  ...  We also develop blind adaptive implementations for the two transmit/two receive antenna case for synchronous CDMA in flatfading channels and for asynchronous CDMA in fading multipath channels.  ...  Algorithm 2 [Blind Adaptive Linear Space-Time Multiuser IV. BLIND ADAPTIVE SPACE-TIME MULTIUSER DETECTION FOR ASYNCHRONOUS CDMA IN FADING MULTIPATH CHANNELS A.  ... 
doi:10.1109/tsp.2002.1003052 fatcat:cb7syu4vczdztp7w27mf7pkuti

Adaptive Iterative Soft-Input Soft-Output Parallel Decision-Feedback Detectors for Asynchronous Coded DS-CDMA Systems

Wei Zhang, Claude D'Amours, Abbas Yongaçoğlu
2005 EURASIP Journal on Wireless Communications and Networking  
First, we derive the optimum SISO parallel decision-feedback detector for asynchronous coded DS-CDMA systems.  ...  In this paper, we employ adaptive algorithms in the SISO multiuser detector in order to avoid the need for this a priori information.  ...  multiple-access interference (MAI) by iteratively combining multiuser detection and single-user decoding.  ... 
doi:10.1155/wcn.2005.155 fatcat:7mrkr5wsx5aslgasoqs26tyhfi

A PDA-Kalman approach to multiuser detection in asynchronous CDMA

D. Pham, J. Luo, K. Pattipati, P. Willett
2002 IEEE Communications Letters  
The Probabilistic Data Association (PDA) method for multiuser detection in synchronous code-division multiple-access (CDMA) communication channels is extended to asynchronous CDMA, where a Kalman filter  ...  The algorithm has ( 3 ) complexity per time frame, where is the number of users. Index Terms-Code-division multiple access, filtering, multiuser detection, probabilistic data association.  ...  In this letter, a new multiuser detection scheme for asynchronous CDMA channels is introduced.  ... 
doi:10.1109/lcomm.2002.805524 fatcat:lean2erc7zeuvopy7yxt6gadri

Multiuser decoding for multibeam systems

M.L. Moher
2000 IEEE Transactions on Vehicular Technology  
An iterative multiuser decoding algorithm for co-channel BPSK/QPSK users in a multibeam system is presented.  ...  The complexity of the algorithm is approximately (2 + 2 ) operations per bit per iteration where is the number of co-channel users and is the constraint length of the forward error correction code.  ...  Illustration of iterative multiuser detection algorithm. Fig. 7 . 7 Fig. 7.  ... 
doi:10.1109/25.875232 fatcat:efhm4dj2znddxi3bnh3rzsoqqq

Performance Analysis of Iterative Channel Estimation and Multiuser Detection in Multipath DS-CDMA Channels

Husheng Li, Sharon M. Betz, H. Vincent Poor
2007 IEEE Transactions on Signal Processing  
This paper examines the performance of decision feedback based iterative channel estimation and multiuser detection in channel coded aperiodic DS-CDMA systems operating over multipath fading channels.  ...  These results are then combined to characterize the evolution of the performance of a system that iterates among channel estimation, multiuser detection and channel decoding.  ...  (We chose PIC and LMMSE for multiuser detection because they can be implemented with smaller computational cost than the iterative EM algorithm and ML multiuser detection: the complexities of PIC and LMMSE  ... 
doi:10.1109/tsp.2007.893229 fatcat:ggl4jczatzgwlnj3zayod5sr2y

A Low-Complexity Blind Multiuser Receiver for Long-Code CDMA

Quang Hieu Dang, Alle-Jan van der Veen
2004 EURASIP Journal on Wireless Communications and Networking  
We propose both single-user and multiuser blind source-channel estimation algorithms by making use of an iterative estimation scheme initialized by the DRR.  ...  Signal Proc., 2003) derived a blind decorrelating RAKE receiver (DRR) and channel estimation algorithm for long-code CDMA systems, and showed how it can be efficiently implemented.  ...  Similar iterative receivers are known for short-code (periodic-code) CDMA systems, for example, the (parallel interference cancellation PIC) receivers, and for long-code CDMA an iterative blind receiver  ... 
doi:10.1155/s1687147204405040 fatcat:5yk2najadnhl5iem73g65fdwri

Turbo multiuser detection with unknown interferers

D. Reynolds, Xiaodong Wang
2002 IEEE Transactions on Communications  
We consider the problem of turbo multiuser detection for synchronous and asynchronous CDMA in the presence of unknown users.  ...  In this paper we develop turbo multiuser detection for CDMA uplink systems and other environments in which the receiver has knowledge of the signature waveforms of onlyK ≤ K users.  ...  Christian Schlegel, for his careful readings of the manuscript and insightful comments.  ... 
doi:10.1109/26.996076 fatcat:brz2uue2fva75gfyjb45viegeu

Iterative space-time processing for multiuser detection in multipath CDMA channels

Huaiyu Dai, H.V. Poor
2002 IEEE Transactions on Signal Processing  
These algorithms include iterative linear space-time multiuser detection, Cholesky iterative decorrelating decision-feedback space-time multiuser detection, multistage interference cancelling space-time  ...  multiuser detection, and EM-based iterative space-time multiuser detection.  ...  The EM algorithm is applied to space-time multipath asynchronous CDMA multiuser detection as follows.  ... 
doi:10.1109/tsp.2002.801923 fatcat:kd4g6rnj25dajpaphopljvep6m

An iterative multiuser decoder for near-capacity communications

M. Moher
1998 IEEE Transactions on Communications  
In addition, an optimal iterative multiuser detector is derived from iterative techniques for cross-entropy minimization.  ...  The complexity of the suboptimal algorithm is approximately (O(2 K ) + O(2 )) per bit per iteration where K is the number of users and is the code constraint length.  ...  Pietrobon, and the anonymous reviewers for a very thorough review and many helpful suggestions.  ... 
doi:10.1109/26.701309 fatcat:4aqn3md3mnfclgzex5abstv6d4
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