Title :
Low-complexity iterative quantum multi-user detection in SDMA systems
Author :
Botsinis, Panagiotis ; Soon Xin Ng ; Hanzo, Lajos
Author_Institution :
Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
Abstract :
The potentially excessive complexity of the Maximum Likelihood Multi-User Detector (ML MUD) in large-scale Spatial Division Multiple Access (SDMA) systems dictates the employment of low-complexity sub-optimal MUDs in the context of conventional systems. However, this limitation was circumvented by the recently proposed Dürr-Høyer Algorithm (DHA)-aided Quantum Weighted Sum Algorithm (QWSA)-based Quantum Multi-User Detector (QMUD) employed for performing optimal ML iterative detection in SDMA systems. Focusing our attention on the QWSA, we analyse the QMUD and the evolution of the quantum system with the aid of a simple SDMA uplink scenario. We characterize the performance of the DHA-QWSA QMUD advocated, which is capable of matching the performance of the ML MUD both in terms of its EXIT charts and BER curves.
Keywords :
computational complexity; error statistics; iterative methods; maximum likelihood detection; multiuser detection; quantum communication; search problems; space division multiple access; BER curves; DHA-QWSA QMUD; Dürr-Høyer algorithm-aided quantum weighted sum algorithm; EXIT charts; ML MUD; QWSA; SDMA systems; computational complexity; low-complexity iterative quantum multiuser detection; low-complexity suboptimal MUD; maximum likelihood multiuser detector; optimal ML iterative detection; quantum computing; quantum search algorithms; quantum system evolution; spatial division multiple access systems; Complexity theory; Decoding; Multiaccess communication; Multiuser detection; Quantum computing; Uplink; Wireless communication; Computational Complexity; Quantum Computing; Quantum Search Algorithms; Spatial Division Multiple Access;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6884212