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• W2783697468 abstract "We present a computationally efficient blind sequential detection method for data transmitted over a sparse intersymbol interference channel. Unlike blind sequential detection methods designed for general channels, the proposed method exploits the channel sparsity by using estimated channel sparsity to assist in the detection of the transmitted sequence. A Gaussian mixture model is used to describe sparse channels, and two tree-search strategies are applied to estimate the channel sparsity and the transmitted sequence, respectively. To demonstrate the performance improvement achieved by the proposed blind detector, we compare it to conventional joint channel and sequence detection methods that use sparse channel estimation techniques. Simulation results show that the proposed detector not only reduces computational complexity compared to existing methods but also provides superior performance, particularly when the signal to noise ratio is low." @default.
• W2783697468 created "2018-01-26" @default.
• W2783697468 creator A5038145856 @default.
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• W2783697468 date "2018-01-16" @default.
• W2783697468 modified "2023-09-24" @default.
• W2783697468 title "Blind sequential detection for sparse ISI channels" @default.
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• W2783697468 doi "https://doi.org/10.1186/s13634-017-0527-3" @default.
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