Joint iterative compressed sensing algorithm eliminating clipping noise in underwater acoustic commu

来源 :Chinese Journal of Acoustics | 被引量 : 0次 | 上传用户:Linda_724
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Due to the intricacy characteristics of the Underwater Acoustic(UWA) channel especially the limited bandwidth, Orthogonal Frequency Division Multiplexing(OFDM) is used because of its high spectrum efficiency. However, relatively high Peak-to-Average-Power Ratio(PAPR) limits the efficiency of OFDM in UWA communication, leading to saturation in the power amplifier and consequent distortion of the signal. Clipping and C companding as the most classic and convenient algorithms, are widely applied to address the high PAPR issue. However clipping introduces additional noise which degrades the system’s performance and traditional C companding is also not suitable for underwater acoustic field. Thus, an improved C companding combined with clipping is proposed here. Due to the sparseness of clipping noise, Compressed Sensing(CS) can be utilized to estimate it. The scheme exploits pilot tones and data tones as observations instead of reserve tones, which is different from the previous works and improves data rate. Furthermore, to minimize the effect of the underwater acoustic channel, the channel is also estimated using the CS technique, which provides more accurate channel characteristics than Least Square(LS) or Minimum Mean Square Error(MMSE) estimation algorithms. The effectiveness of the proposed algorithm is proved in computer simulations as well as in a pool experiment. Due to the intricacy characteristics of the Underwater Acoustic (UWA) channel especially the limited bandwidth, Orthogonal Frequency Division Multiplexing (OFDM) is used because of its high spectrum efficiency. However, relatively high Peak- to-Average- Power Ratio (PAPR) limits the efficiency of OFDM in UWA communication, leading to saturation in the power amplifier and consequent distortion of the signal. Clipping and C companding as the most classic and convenient algorithms, are widely applied to address the high PAPR issue. However, clipping introduced additional noise which Thus, an improved C companding combined with clipping is proposed here. Due to the sparseness of clipping noise, Compressed Sensing (CS) can be utilized to estimate it. The scheme exploits pilot tones and data tones as observations instead of reserve tones, which is different from the previous works and improves data rate. Furthermore, to minimize the effect of the underwater acoustic channel, the channel is also estimated using the CS technique, which provides more accurate channel characteristics than Least Square (LS) or Minimum Mean Square Error (MMSE) estimation algorithms. effectiveness of the proposed algorithm is proved in computer simulations as well as in a pool experiment.
其他文献
目的:建立 DNA连接酶与 DNA聚合酶耦联的核酸识别体系以及该体系在HIV基因检测中的应用初探。  方法:选取HIV-1 pol基因保守区长度为190bp的一段序列作为检测的靶序列。设
高中生在阅读中会遇到大量的生词,仅仅依靠背单词表和教师教授,不仅枯燥而且记忆效果不明显.如何在提高阅读能力的同时又习得单词,已成为众多一线教师反复思考的问题.所以,在
作为老师,我们希望班里的每个孩子都是健康的,是快乐的.但是众多的独生子女,家庭教育缺失的留守儿童和单亲家庭的孩子,受社会多方面因素的影响,学生中不同程度地存在着孤独胆
作为一门外语的学科,英语教学具有独特的性质.英语教学活动的一个重要环节就是阅读教学,随着《全日制义务教育普通高级中学英语课程标准(实验稿)》的提出,越来越多的初中英语
槲皮素(Quercetin,QT)是一种从植物中提取的天然黄酮类化合物,具有多种药理活性,如抗肿瘤,抗炎,抗氧化,抗过敏等,且毒副作用小,具有良好的临床应用前景。但槲皮素在水中的溶解度极低,
Multi-tap analog self-interference(SI) cancellation structures adopt parallel taps to reconstruct and then cancel SI in full-duplex radios. Each tap is usually
随着现代教育改革的推进,学生的学习成绩已经不是学校教育唯一注重的方面,学生的行李健康越来越受到广大教育部门的重视,而初中生正好是心理养成的关键阶段,因此,加强初中心
中职学校很多学生的文化基础薄弱,对历史学习也缺乏兴趣.本文从目前中职院校学生对历史学习的态度和现状出发,分析了中职生缺乏学习兴趣的原因及其对教学质量的负面影响,并就
据昭盟20多个旱灌试验点多年试验结果,玉米、高粱、谷子在拔节期灌水,一般可增产47~64%;抽穗期灌水增产13~18%;灌浆期灌水仅增产8~14%。拔节期灌水,增产效果显著。 According
社会治理是为了满足全社会的合理需求,面对多元化需求的公众,主体也应是多元化的.我们党在十八届三中全会《决定》中提出,要加快形成党委领导,政府负责,社会协同,公众参与,法