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同时考虑系统性能和运算量,将多步联合检测和迭代多用户检测技术结合起来,提出了多步迭代多用户检测技术。相对于单纯的MSJD,系统性能将大大提高;相对于单纯的迭代多用户检测,运算量将大大减少。 相似文献
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CDMA通信系统中的多用户检测 总被引:6,自引:0,他引:6
CDMA由于其用户容量大,抗多径衰落能力强以及便于实现软切换等特点而优于其他多址方式,近年来在移动通信系统中越来越得到重视。但是CDMA通信系统由于存在着严重的多址干扰而限制了其容量的进一步提高。多用户检测利用每个用户的信息对接收信号进行相关处理作统计判决或是进行干扰对消从而恢复出各个用户的发送序列,多用户检测方法可以使用最优多用户检测器、线性多用户检测器及非纡性多用户检测器等几类。 相似文献
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本文介绍了一种将正交频分复用(OFDM)技术和码分多址(CDMA)技术相结合的多载波CDMA (MC-CDMA)系统,分析了MC-CDMA系统的发射端和接收端的结构,建立了MC-CDMA系统的信号模型,详细分析了MC-CDMA中的多址干扰形式,以及针对MC-CDMA系统的多用户检测原理,提出了一种基于最小误码率准则的多用户检测算法。理想的基于最小误码率准则的多用户检测算法在实际中难于实现,本文采用估计概率密度函数的方法,推导出了一种自适应实现的最小误码率多用户检测算法。仿真结果表明,该算法能够有效抑制多址干扰,降低误码率,同时,该算法还具有比基于最小均方误差准则的多用户检测器更低的误码率的优点。 相似文献
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一种用于CDMA系统的正交序列调制方法 总被引:2,自引:0,他引:2
在宽带移动通信系统中,经常考虑采用通过FFT实现的多载波调制,如OFDM。本文提出了一种利用FHT实现的CDMA系统的正交序列调制方案。其基本思想为利用Walsh函数作为载波,将Walsh函数分组,从每组中选出一些作为载波,这样不同的载波组合方式本身将包含用户信息。这种方法实现简单,可提高传输效率,并容易与CDMA相结合,能有效地抑制多径干扰。仿真结果表明,该方案在多径衰落信道中能得到很好的性能。 相似文献
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多用户检测技术在实际应用中,难以解决的问题是在减少计算复杂度的同时又提高系统性能。本文针对空时CDMA系统设计了一种多用户检测算法,即附带噪声梯度的最速下降算法。此算法利用变步长迭代的思想实现多用户检测,避免了最小均方误差(MMSE)多用户检测庞大而复杂的求逆运算和固定步长收敛速度较慢的问题。计算机仿真结果表明,在空时CDMA系统中使用本文算法,收敛速度大大增加,同时在保持系统性能的前提下能够容纳较多的用户。 相似文献
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An iterative multi-user detector for code-division multiple-access (CDMA) signals that is able to operate under highly loaded conditions with a non-binary modulation scheme is presented. The results presented demonstrate that the receiver is able to achieve near single-user bit error rate performance 相似文献
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In this paper, a novel optimal chaos synchronization (CS)-based method is proposed to realize multi-user detection of quasi-orthogonal chaotic code-division multiple access (CDMA) system. Theoretical analysis and computer simulations show that the multi-user quasi-orthogonal chaotic signal used in the CDMA system can be detected successfully by using the optimal CS. . Computer simulations show that the proposed method achieves a lower bit-error-rate performance than the conventional decorrelating detector and the minimum mean-square-error detector, and its performance is closer to that of the single-user Rake detector. 相似文献
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This paper introduces a novel asynchronous CDMA multi-user detector, the block-based MMSE (B-MMSE) multi-user detector, in which the data stream is segmented into blocks by inserting zero bits and detection takes place block-by-block without compromising the MMSE detection efficiency. The BER performance of the B-MMSE detector is studied and the results are compared with those of the decorrelating detector. It is shown that the B-MMSE detector offers promising detection efficiency at a much lower implementation complexity, which is linear in the product of number of users and block size, than that of the traditional MMSE detector. © 1998 John Wiley & Sons, Ltd. 相似文献
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MC-CDMA系统PIC多用户检测策略 总被引:1,自引:0,他引:1
主要研究了MC-CDMA系统下行链路上各种均衡策略,采用并行干扰消除技术进行多用户检测。计算机性能模拟结果表明:基于MMSE的PIC两级检测是兼顾系统性能和运算复杂度的一种较好的多用户检测方案。 相似文献
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Schlegel C. Alexander P. Roy S. 《IEEE transactions on information theory / Professional Technical Group on Information Theory》1998,44(7):2837-2847
In this paper, receiver design and performance analysis for coded asynchronous code-division multiple access (CDMA) systems is considered. The receiver front-end consists of the near-far resistant multiuser detector known as the projection receiver (PR). The PR performs multiple-access interference resolution and is followed by error-control decoding. The output of the projection receiver yields the appropriate metric (i.e., soft information) for decoding of the coded sequences. An expression for the metric is derived that allows the use of a standard sequence decoder (e.g., Viterbi algorithm, M-algorithm) for the error-control code. It is then shown that the metric computer has an elegant adaptive implementation based on an extension of the familiar recursive least squares (RLS) algorithm. The adaptive PR operates on a single sample per chip and achieves a performance virtually identical to the algebraic PR, but with significantly less complexity. The receiver performance is studied for CDMA systems with fixed and random spreading sequences, and theoretical performance degradations with regard to the single-user bound are derived. The near-far resistance of the PR is also proven, and demonstrated by simulation 相似文献
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The paper examines the acquisition performance of a synchronization system for an optical fiber-based code-division multiple-access (CDMA) network that employs a dual-threshold sequential detector. The noncoherent optical CDMA network operates asynchronously and optical orthogonal codes (OOCs) are used for the spreading sequences. The performance measure of the synchronizer, the mean acquisition time, is derived via the Markov flow-graph method and Monte Carlo simulations are used to obtain the statistical parameters of the synchronizer when used within the system. The model takes into account the number of active users, the multi-user interference (MUI), the receiver noise and the coupler losses within the network. The results show that by adjusting both the acceptance and rejection thresholds of the sequential detector, the mean acquisition time ran be optimized. The degradation in the synchronizer performance, when the number of active users is changed from the number the synchronizer is designed for, is also assessed 相似文献