Abstract | ||
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Recently, Gaussian process has been excellent for proving the effectiveness in solving the multiuser detection issue in code division multiple access system. Even with limited training sequences, Gaussian process-based solutions still surpass other approaches. However, due to the high complexity in terms of computation, the performance of this approach might be degraded. In this letter, we would like to propose an efficient method to reduce the complexity while still maintaining the desired accuracy. Finally, the proposed method is validated via the experiment. |
Year | DOI | Venue |
---|---|---|
2017 | 10.1109/LCOMM.2016.2620430 | IEEE Communications Letters |
Keywords | Field | DocType |
Estimation,Complexity theory,Multiuser detection,Multiaccess communication,Bit error rate,Ground penetrating radar,Kernel | Kernel (linear algebra),Kriging,Ground-penetrating radar,Computer science,Multiuser detection,Algorithm,Theoretical computer science,Real-time computing,Gaussian process,Code division multiple access,Computation,Bit error rate | Journal |
Volume | Issue | ISSN |
21 | 1 | 1089-7798 |
Citations | PageRank | References |
2 | 0.41 | 8 |
Authors | ||
2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Dinh-Mao Bui | 1 | 32 | 3.35 |
Sungyoung Lee | 2 | 2932 | 279.41 |