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A Novel Two-Stage Fusion Detector Based on Maximum Ratio Combining and Max-Log Rules

Published: 22 June 2018 Publication History

Abstract

A two-stage decision fusion detector at the decision fusion center is presented for a multiple-input multiple-output (MIMO) wireless sensor network. The proposed detector consists of the Maximum Ratio Combining (MRC) rule in the first stage and the Max-Log rule in the second stage. The multistage detector was motivated by complexity reduction while preserving the performance optimality of MRC and Max-Log rules. Simulation results have demonstrated that the proposed approach can assure the performance optimality over low and high signal-to-noise-ratio regime, while reducing computational complexity of the Max-Log rule.

References

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  1. A Novel Two-Stage Fusion Detector Based on Maximum Ratio Combining and Max-Log Rules

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    HPCCT '18: Proceedings of the 2018 2nd High Performance Computing and Cluster Technologies Conference
    June 2018
    126 pages
    ISBN:9781450364850
    DOI:10.1145/3234664
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • Shanghai Jiao Tong University: Shanghai Jiao Tong University
    • Xi'an Jiaotong-Liverpool University: Xi'an Jiaotong-Liverpool University
    • Chinese Academy of Sciences

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    Association for Computing Machinery

    New York, NY, United States

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    Published: 22 June 2018

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