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Author:

Gao, Yuanlong (Gao, Yuanlong.) | Zhao, Guannan (Zhao, Guannan.) | Dai, Jinwei (Dai, Jinwei.) | Liu, Wenlong (Liu, Wenlong.) | Jin, Minglu (Jin, Minglu.)

Indexed by:

EI Scopus SCIE

Abstract:

In this letter, we propose an equality-constrained detector using probabilistic approaches for massive multiple-input multiple-output (MIMO) systems with generalized space shift keying (GSSK) modulation. Probabilistic approaches derived from the Bayesian iteration can provide the soft decision for achieving the near-optimal performance and some other benefits such as combination of detection and channel decoding. However, these methods cannot be directly adopted to GSSK modulated MIMO systems without considering the equality-constraint of GSSK signals. To address this problem, we develop an augmented system model with a weighting parameter. Moreover, the relation between the augmented model and the quadratic penalty function is also derived to determine the value of weighting parameter. Consequently, probabilistic approaches based on the augmented system model can be directly used to solve the equality-constrained problems. Simulation results substantiate the high-performance and extensibility of the proposed detector.

Keyword:

MIMO communication Massive GSSK-MIMO systems equality constraint weighting parameter probabilistic approach Probabilistic logic Channel estimation Detectors Transmitting antennas augmented model Bayes methods

Author Community:

  • [ 1 ] [Gao, Yuanlong]Dalian Univ Technol, Sch Informat & Commun Engn, Dalian 116024, Peoples R China
  • [ 2 ] [Liu, Wenlong]Dalian Univ Technol, Sch Informat & Commun Engn, Dalian 116024, Peoples R China
  • [ 3 ] [Jin, Minglu]Dalian Univ Technol, Sch Informat & Commun Engn, Dalian 116024, Peoples R China
  • [ 4 ] [Zhao, Guannan]Liaoning Normal Univ, Sch Phys & Elect Technol, Dalian 116024, Peoples R China
  • [ 5 ] [Dai, Jinwei]Beijing Univ Technol, Dept Informat, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Liu, Wenlong]Dalian Univ Technol, Sch Informat & Commun Engn, Dalian 116024, Peoples R China

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Source :

IEEE COMMUNICATIONS LETTERS

ISSN: 1089-7798

Year: 2019

Issue: 12

Volume: 23

Page: 2187-2191

4 . 1 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:147

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

Affiliated Colleges:

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