Code-division multiple-access multiuser demodulator by using quantum fluctuations

被引:8
|
作者
Otsubo, Yosuke [1 ]
Inoue, Jun-ichi [2 ]
Nagata, Kenji [1 ]
Okada, Masato [1 ,3 ]
机构
[1] Univ Tokyo, Grad Sch Frontier Sci, Kashiwa, Chiba 2775861, Japan
[2] Hokkaido Univ, Grad Sch Informat Sci & Technol, Sapporo, Hokkaido 0600814, Japan
[3] RIKEN, Brain Sci Inst, Wako, Saitama 3510198, Japan
来源
PHYSICAL REVIEW E | 2014年 / 90卷 / 01期
关键词
SPIN-GLASS; STATISTICAL-MECHANICS; SYSTEMS;
D O I
10.1103/PhysRevE.90.012126
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We examine the average-case performance of a code-division multiple-access (CDMA) multiuser demodulator in which quantum fluctuations are utilized to demodulate the original message within the context of Bayesian inference. The quantum fluctuations are built into the system as a transverse field in the infinite-range Ising spin glass model. We evaluate the performance measurements by using statistical mechanics. We confirm that the CDMA multiuser modulator using quantum fluctuations achieve roughly the same performance as the conventional CDMA multiuser modulator through thermal fluctuations on average. We also find that the relationship between the quality of the original information retrieval and the amplitude of the transverse field is somehow a "universal feature" in typical probabilistic information processing, viz., in image restoration, error-correcting codes, and CDMA multiuser demodulation.
引用
收藏
页数:16
相关论文
共 50 条