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Comparative Study of MMSE-BLE Joint-Detection Based on Block-FFT and Cholesky Factorization for TD-SCDMA

机译:基于Block-FFT和Cholesky分解的MMSE-BLE联合检测TD-SCDMA的比较研究

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摘要

To increase the capacity and performance of TDSCDMA system, the receiver will contain a joint detector. Joint detection is equivalent to solving a least squares problem with a block-Toeplitz system matrix. Therefore, algorithms and implementations must be developed that lower this complexity as far as possible without degrading the performance. In current TD-SCDMA system, MMSE-BLE detectors are the main choice because of its small computational complexity. Among the various algorithm to solve the MMSE-BLE, Block-FFT and Cholesky Factorization algorithms are widely used in practice. In this paper, we compare the two methods on the basis of simulation performance and computational complexity. The simulations show that Block-Fourier algorithm need low computational amount while yielding a better bit error ratio performance. So we recommend the Block-FFT joint detector as the best choice for TD-SCDMA system.
机译:为了增加TDSCDMA系统的容量和性能,接收器将包含一个联合检测器。联合检测等效于使用块Toeplitz系统矩阵解决最小二乘问题。因此,必须开发在不降低性能的情况下尽可能降低这种复杂性的算法和实现。在当前的TD-SCDMA系统中,MMSE-BLE检测器由于计算量小而成为主要选择。在解决MMSE-BLE的各种算法中,Block-FFT和Cholesky分解算法在实践中被广泛使用。在本文中,我们基于仿真性能和计算复杂度比较了这两种方法。仿真表明,Block-Fourier算法需要较少的计算量,却能产生更好的误码率性能。因此,我们建议将Block-FFT联合检波器作为TD-SCDMA系统的最佳选择。

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