Blind equalization of MIMO systems based on orthogonal Constant Modulus Algorithm |
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Authors: | Kun Shi Xudong Zhang |
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Affiliation: | Dept of Electronic Engineering, Tsinghua University, Beijing 100084, China |
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Abstract: | This paper investigates adaptive blind source separation and equalization for Multiple Input Multiple Output (MIMO) systems. To effectively recover input signals, remove Inter-Symbol Interference (ISI) and suppress Inter-User Interference (IUI), the array input is first transformed into the signal subspace, then with the derived orthogonality between weight vectors of different input signals, a new orthogonal Constant Modulus Algorithm (CMA) is proposed. Computer simulation results illustrate the promising performance of the proposed method. Without channel identification, the proposed method can recover all the system inputs simultaneously and can be adaptive to channel changes without prior knowledge about signals. |
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Keywords: | Multiple Input Multiple Output (MIMO) system Blind equalization Constant Modulus Algorithm (CMA) Orthogonality |
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