Application of compressive sensing in time hopping multi-user UWB system

Thuy-Dung Nguyen, V. Nguyen, T. Nguyen, Thanh Hieu Nguyen
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引用次数: 2

Abstract

Recently, ultra-wideband (UWB) is one of the most attractive technologies in communications. UWB communication systems are designed to intent to low power, low cost, and low complexity devices. However, costly high-speed analog-to-digital converters (ADCs) is required to convert RF/IF signals to digital form for subsequent baseband processing in UWB system. By exploiting sparse property of UWB signal, using compressive sensing (CS) to reduce the sampling rate is a perspective approach. In this paper, we propose a UWB communications system using compressive sensing combined with time-hopping (TH) pulse position modulation (PPM) and pulse amplitude modulation (PAM), called CS-TH-UWB. This system is designed aims to reduce the sampling rate of the origin UWB system. CS technique possesses capability to implement under Nyquist sampling rate at transmitter side. At the receiver side, the under Nyquist rate samples are reconstructed with an acceptable loss. The simulation of this system is carried out to evaluate the BER of CS-TH-UWB. The results show that at low compression ratio of sampling rate, the different in BER performance is negligible. The higher compression ratio is the more degradation of BER performance.
压缩感知在跳时多用户UWB系统中的应用
近年来,超宽带(UWB)技术成为通信领域最具吸引力的技术之一。超宽带通信系统旨在实现低功耗、低成本和低复杂度的目标。然而,在UWB系统中,需要昂贵的高速模数转换器(adc)来将RF/IF信号转换为数字形式,以便进行后续的基带处理。利用超宽带信号的稀疏特性,利用压缩感知(CS)来降低采样率是一种很有前途的方法。在本文中,我们提出了一种使用压缩感知结合时跳(TH)脉冲位置调制(PPM)和脉冲幅度调制(PAM)的超宽带通信系统,称为CS-TH-UWB。该系统的设计目的是为了降低原始UWB系统的采样率。CS技术在发射端具有在奈奎斯特采样率下实现的能力。在接收端,以可接受的损耗重建奈奎斯特速率下的样本。对该系统进行了仿真,以评估CS-TH-UWB的误码率。结果表明,在较低的采样率压缩比下,误码率性能的差异可以忽略不计。压缩比越高,误码率性能下降越严重。
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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