M-ARY CDMA SCHEME WITH CCSK MODULATION AND PARALLEL INTERFERENCE CANCELLATION TECHNIQUE

Ігор Гепко
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Abstract

In this paper, we tackle the problem of implementation a parallel interference cancellation scheme for multi-user detection (MUD) in M-ary CCSK-modulated CDMA system. Complexity remains the main obstacle to the practical implementation of MUD and a factor limiting, if not the very possibility, then the feasibility of using high order M-ary modulation formats for applications such as low-probability-of-intercept systems with a large spreading factor or, myriads of small self-powered IoT devices. The design of MUD algorithms for M-ary systems leads to a new round of growth in the receiver complexity comparing with the binary modulation. Demodulator has a major impact on the complexity of CDMA system. Cyclic code-shift keying (CCSK) is a modulation technique which is designed to reduce the complexity of M-ary signaling. In this, each symbol is a circularly shifted version of a single code sequence. Assuming synchronization, the receiver cyclically correlates the input signal plus noise with the base sequence and estimates the position of the correlation peak. The preliminary stage of the proposed scheme is a conventional multi-channel CDMA receiver. The preliminary estimates of the data is multiplied by user codes and amplitude estimates in the spreader, and then fed to the adder to generate the MAI estimates. After the latter are subtracted from the group signal, K-dimensional vector of cleared user signals is passed to the matched filter bank to form the refined estimates of the data. At each subsequent stage, the estimates of the output data of the previous stage are used as input data. The complexity gain is the ratio of the number of computations for finding cyclic convolution and, the amount of computations for finding M linear convolutions, i.e., M/log2M. Since the performance of the algorithm is sensitive to the reliability of the preliminary decisions, there are strict criteria for the selection of spreading codes: the length which must be an integer power of 2, the large family size, good periodic autocorrelation and good cross-correlation properties. To examine the proposed algorithm using computer simulation, we selected minimax periodic and odd-periodic complementary codes, the properties of which are close to the properties of the codes used in the CCSK scheme implemented in Link-16 protocol tactical data networks JTIDS and MIDS. Our study shows that the gain over the conventional receiver increases as the SNR increases, achieving 15 dB for BER 10-5. The system with complementary codes outperform system based on minimax PN-codes, achieving a target bit error rate at a lower SNR.
采用CCSK调制和并行干扰消除技术的多址码分多址方案
在本文中,我们解决了在M-ary ccsk调制的CDMA系统中实现多用户检测(MUD)并行干扰消除方案的问题。复杂性仍然是实际实施MUD的主要障碍,并且是一个因素限制,如果不是非常可能的话,那么在具有大扩展因子的低截获概率系统或无数小型自供电物联网设备等应用中使用高阶M-ary调制格式的可行性。与二进制调制相比,M-ary系统的MUD算法的设计导致了接收机复杂度的新一轮增长。解调对CDMA系统的复杂度有很大的影响。循环码移键控(CCSK)是一种旨在降低信号复杂度的调制技术。在这种情况下,每个符号都是单个代码序列的循环移位版本。假设同步,接收器将输入信号加噪声与基序列循环相关,并估计相关峰值的位置。该方案的初始阶段采用传统的多信道CDMA接收机。将数据的初步估计与扩展器中的用户码和幅度估计相乘,然后将其馈送到加法器以生成MAI估计。从群信号中减去后者后,将清除后的用户信号的k维向量传递给匹配的滤波器组,形成对数据的精细化估计。在每个后续阶段,使用前一阶段输出数据的估计值作为输入数据。复杂度增益是查找循环卷积的计算次数与查找M个线性卷积的计算次数之比,即M/log2M。由于算法的性能对初步决策的可靠性比较敏感,因此对扩频码的选择有严格的标准:长度必须是2的整数次幂,族大小较大,具有良好的周期自相关和互相关特性。为了使用计算机模拟来检验所提出的算法,我们选择了极小极大周期和奇周期互补码,它们的性质接近于Link-16协议战术数据网络JTIDS和MIDS中实现的CCSK方案中使用的代码的性质。我们的研究表明,相对于传统接收机的增益随着信噪比的增加而增加,误码率为10-5时达到15 dB。具有互补码的系统优于基于极大极小pn码的系统,在较低的信噪比下实现了目标误码率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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