scholarly journals Decision‐aided Jacobi iteration for signal detection in massive MIMO systems

2017 ◽  
Vol 53 (23) ◽  
pp. 1552-1554 ◽  
Author(s):  
Yinman Lee
Keyword(s):  
Signal Detection ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Jacobi Iteration

Signal Detection and Parameter Estimation in Massive MIMO Systems

2015 ◽  
pp. 357-385
Author(s):  
Rodrigo de Lamare ◽  
Raimundo Sampaio-Neto
Keyword(s):  
Parameter Estimation ◽  
Signal Detection ◽  
Massive Mimo ◽  
Mimo Systems

REDUCING THE COMPUTATIONAL COMPLEXITY OF SIGNAL DETECTION IN MIMO SYSTEMS

2021 ◽  
Author(s):  
М.Г. БАКУЛИН ◽  
Т.Б.К. БЕН РАЖЕБ ◽  
В.Б. КРЕЙНДЕЛИН ◽  
А.Э. СМИРНОВ
Keyword(s):  
Computational Complexity ◽  
Signal Detection ◽  
Massive Mimo ◽  
Communication Systems ◽  
Noise Immunity ◽  
Mimo Systems ◽  
Detection Algorithm ◽  
Wireless Communication Systems ◽  
Detection Algorithms ◽  
Mimo Technology

С развитием технологии MIMO и появлением технологии massive MIMO возросла сложность обработки сигнала на приемной стороне. Применение известных алгоритмов детектирования сигнала на приемной стороне становится трудно реализуемым из-за высокой вычислительной сложности. Предлагается новая реализация известного алгоритма МСКО, которая позволяет снизить вычислительную сложность детектирования без потерь в помехоустойчивости в системах беспроводной связи, использующих технологию massive MIMO. With the development of MIMO technology and the appearance of the massive MIMO technology, the computational complexity of signal processing on the receiving side has increased. The application of known signal detection algorithms used in MIMO systems becomes difficult or even impossible to implement in massive MIMO systems because of computational complexity. We offer a new realization technique of the well-known MMSE detection algorithm with less computational complexity and without any loss in noise immunity in wireless communication systems using massive MIMO technology.

Decentralized Signal Detection via Expectation Propagation Algorithm for Uplink Massive MIMO Systems

2020 ◽  
Vol 69 (10) ◽  
pp. 11233-11240
Author(s):  
Zhenyu Zhang ◽  
Hua Li ◽  
Yuanyuan Dong ◽  
Xiyuan Wang ◽  
Xiaoming Dai
Keyword(s):  
Signal Detection ◽  
Massive Mimo ◽  
Mimo Systems ◽  
Expectation Propagation ◽  
Propagation Algorithm
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