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WAVELET TRANSFORM BASED MULTIUSER DETECTOR FOR ASYNCHRONOUS CDMA SYSTEMS

机译:基于小波变换的异步CDMA系统的多用户探测器

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A new approach to implement the wavelet transform based multiuser detector (WTMUD) is proposed for asynchronous direct-sequence code division multiple access (DS-CDMA). In this approach, wavelet reconstruction is performed on the signal sequences that have been spread, and the reconstructed signals are sent to the pulse shaping filter. At the receiver, wavelet decomposition is performed on the sampled receive signals. Then, the existing multiuser strategies can be used to recover the transmitted bits from these decomposed sequences. In this way, a series of WTMUDs' can be implemented conveniently. So far as the WTMUDs' that need calculating the correlation matrix are concerned, the dimension of correlation matrix depends only on the number of users and has no relations with the packet length, even in asynchronous CDMA systems. This property not only reduces the computation complexity of inverting the correlation matrix, but also ensures the bit-by-bit detection of desired users. In addition, wavelet transform can mitigates the influence of noise to improve the signal-to-noise ratio (SNR) to achieve lower bit-error rate (BER). Simulation results show that WTMUDs' outperform their counterparts that do not incorporating wavelet transform on the aspects of BER performance, near-far resistance ability, and system capacity.
机译:提出了一种实现基于小波变换的多用户检测器(WTMUD)的新方法,用于异步直接序列码分多次访问(DS-CDMA)。在这种方法中,对已经扩展的信号序列执行小波重建,并且将重建的信号发送到脉冲整形滤波器。在接收器处,对采样的接收信号执行小波分解。然后,现有的多用户策略可用于从这些分解的序列中恢复发送的比特。通过这种方式,可以方便地实现一系列WTMUDS。到目前为止,需要计算相关矩阵的WTMUDS,相关矩阵的维度仅取决于用户的数量,并且即使在异步CDMA系统中也没有与分组长度的关系。此属性不仅降低了反转相关矩阵的计算复杂性,还可以确保所需用户的逐位检测。另外,小波变换可以减轻噪声的影响来提高信噪比(SNR)以实现更低的误码率(BER)。仿真结果表明,WTMUDS越优于其对应物,这些对应物不会在BER性能,近远的电阻能力和系统容量方面结合小波变换。

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