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Differential Characteristics Based Iterative Multiuser Detection for Wireless Sensor Networks

机译:无线传感器网络中基于差分特性的迭代多用户检测

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摘要

High throughput, low latency and reliable communication has always been a hot topic for wireless sensor networks (WSNs) in various applications. Multiuser detection is widely used to suppress the bad effect of multiple access interference in WSNs. In this paper, a novel multiuser detection method based on differential characteristics is proposed to suppress multiple access interference. The proposed iterative receive method consists of three stages. Firstly, a differential characteristics function is presented based on the optimal multiuser detection decision function; then on the basis of differential characteristics, a preliminary threshold detection is utilized to find the potential wrongly received bits; after that an error bit corrector is employed to correct the wrong bits. In order to further lower the bit error ratio (BER), the differential characteristics calculation, threshold detection and error bit correction process described above are iteratively executed. Simulation results show that after only a few iterations the proposed multiuser detection method can achieve satisfactory BER performance. Besides, BER and near far resistance performance are much better than traditional suboptimal multiuser detection methods. Furthermore, the proposed iterative multiuser detection method also has a large system capacity.
机译:高吞吐量,低延迟和可靠的通信一直是各种应用中无线传感器网络(WSN)的热门话题。多用户检测被广泛用于抑制WSN中多址干扰的不良影响。提出了一种基于差分特性的多用户检测新方法来抑制多址干扰。所提出的迭代接收方法包括三个阶段。首先,基于最优多用户检测决策函数,提出了差分特征函数。然后根据差分特性,利用初步的阈值检测来发现潜在的错误接收比特。之后,使用错误位校正器来校正错误的位。为了进一步降低误码率(BER),上述的差分特性计算,阈值检测和误码校正处理被反复执行。仿真结果表明,仅需几次迭代,所提出的多用户检测方法即可获得令人满意的BER性能。此外,误码率和远近电阻性能比传统的次优多用户检测方法要好得多。此外,所提出的迭代多用户检测方法还具有较大的系统容量。

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