Multichannel Signal Detection in Time-Spreading Distortion Underwater Channels Using Vector and Scalar Sensors: Theory and Experiments

IF 3.8 2区 工程技术 Q1 ENGINEERING, CIVIL
Rami Rashid;Erjian Zhang;Ali Abdi;Zoi-Heleni Michalopoulou
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Abstract

Underwater signal detection in shallow water needs to be able to handle several types of distortion. One is the time-spreading distortion (TSD), in which several replicas of the transmitted signal arrive at different times, as a result of the signal traveling over multiple propagation paths. In this article, we present a multichannel signal detector for TSD channels. The performance of the detector is first studied analytically, by deriving closed-form equations for the detection and false alarm probabilities of the multichannel detector in TSD channels. The detector's performance is further evaluated via computer simulations and underwater experiments. Two types of multichannel receivers are used in the underwater experiments. The first one is a sphere vector sensor that measures the vector components of the acoustic field, i.e., the x , y , and z acoustic particle velocities, as well as the scalar component of the acoustic field, that is, the acoustic pressure, whereas the second one is composed of scalar sensors, which are hydrophones that measure only the scalar component of the acoustic field. Our results indicate that, as the number of channels of the receiver increases, the detection probability in TSD channels increases and, furthermore, the detection probability becomes less dependent on the choice of the required number of correlators for each channel of the receiver. Given the multichannel nature of a small-size vector sensor, such a sensor can serve as an effective and compact multichannel signal detector in TSD channels. This can be of particular importance in small underwater platforms that have considerable size constraints.
使用矢量和标量传感器在时间传播失真水下信道中进行多通道信号检测:理论与实验
浅水中的水下信号检测需要能够处理几种类型的失真。其中一种是时间传播失真(TSD),即由于信号经过多条传播路径,传输信号的多个副本在不同时间到达。本文介绍了一种针对 TSD 信道的多通道信号检测器。通过推导 TSD 信道中多通道检测器的检测概率和误报概率的闭式方程,我们首先对检测器的性能进行了分析研究。通过计算机模拟和水下实验进一步评估了探测器的性能。水下实验中使用了两种类型的多通道接收器。第一种是球形矢量传感器,用于测量声场的矢量分量,即 x、y 和 z 声粒子速度,以及声场的标量分量,即声压;第二种由标量传感器组成,即只测量声场标量分量的水听器。我们的研究结果表明,随着接收器信道数量的增加,TSD 信道的检测概率也会增加,此外,检测概率对接收器每个信道所需相关器数量的选择依赖性也会降低。考虑到小型矢量传感器的多通道特性,这种传感器可以作为 TSD 信道中有效、紧凑的多通道信号检测器。这对于受到尺寸限制的小型水下平台尤为重要。
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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来源期刊
IEEE Journal of Oceanic Engineering
IEEE Journal of Oceanic Engineering 工程技术-工程:大洋
CiteScore
9.60
自引率
12.20%
发文量
86
审稿时长
12 months
期刊介绍: The IEEE Journal of Oceanic Engineering (ISSN 0364-9059) is the online-only quarterly publication of the IEEE Oceanic Engineering Society (IEEE OES). The scope of the Journal is the field of interest of the IEEE OES, which encompasses all aspects of science, engineering, and technology that address research, development, and operations pertaining to all bodies of water. This includes the creation of new capabilities and technologies from concept design through prototypes, testing, and operational systems to sense, explore, understand, develop, use, and responsibly manage natural resources.
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