Title :
A sliding window PDA for asynchronous CDMA, and a proposal for deliberate asynchronicity
Author :
Luo, Jie ; Pattipati, Krishna R. ; Willett, Peter K.
Author_Institution :
Inst. for Syst. Res., Maryland Univ., College Park, MD, USA
Abstract :
The probabilistic data association (PDA) method is extended to multiuser detection over symbol-asynchronous code-division multiple access (CDMA) communication channels. A direct extension as well as a sliding window processing method are introduced. While achieving near-optimal performance with O(K3) computational complexity in synchronous CDMA, K being the number of users, it is shown that, in asynchronous CDMA, the probability of group detection error of the proposed PDA method is very close to the performance lower bound provided by an ideal clairvoyant optimal detector, and the computational complexity is only marginally increased to O([h/s]K3) per symbol, where h and s are the width and the sliding rate of the processing window, respectively. Due to the outstanding performance of the PDA detector in heavily overloaded asynchronous systems, it is observed that an optimally designed synchronous system can be easily outperformed by an arbitrarily designed asynchronous system. Hence, it is proposed to use asynchronous transmission deliberately, even when synchronous transmission is possible - asynchronous is better than synchronous!.
Keywords :
code division multiple access; computational complexity; multiuser detection; telecommunication channels; clairvoyant optimal detector; communication channels; computational complexity; deliberate asynchronicity; group detection error probability; multiuser detection; overloaded systems; probabilistic data association; sliding window PDA; symbol-asynchronous CDMA; symbol-asynchronous code-division multiple access; synchronous CDMA; Code division multiplexing; Communication channels; Computational complexity; Computational efficiency; Detectors; Matched filters; Multiaccess communication; Multiuser detection; Personal digital assistants; Proposals;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2003.820726