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多符号检测(MSD)和Turbo乘积码(TPC)技术联合应用可以大幅提高脉冲编码调制/调频(PCM/FM)遥测系统性能。针对MSD算法计算复杂度高的问题提出了一种改进的MSD算法,可以有效降低计算复杂度;在TPC的传统Chase译码算法中通过简化软输入信息计算可以降低系统存储量。仿真结果表明,改进方法和传统的两种技术联合使用相比,虽然损失了约1.7dB解调增益,但仍提高PCM/FM信号解调性能约8dB,且算法复杂度低,存储量小,更适合硬件实现。 相似文献
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基于改进的SOM网络模型的VoIP QoS应用研究 总被引:1,自引:0,他引:1
VoIP的服务质量(QoS,Quality of Service)评估可以采用一系列可度量的参数来描述:业务可用性、吞吐量、延迟、抖动、分组丢失率等。现有的感知语音质量评价(PESQ)很难对不同环境下的网络结构进行实时和恰当的语音等级质量分类。为了能够综合考虑几种QoS相关因素,在给出改进的自组织映射神经网络模型(ESOMNN)的基础上,利用ESOM能够对高维输入数据有效分类的特点,提出了将端到端延迟、丢包率、抖动、语音编码以及测试系统标识作为ESOMNN的输入数据,在对采样数据进行训练后可自动完成语音质量评价和映射,并能根据得到的实时变量有效地评价包含多种相关因素的QoS级别。 相似文献
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Kapilan RadhakrishnanAuthor Vitae Hadi Larijani Author Vitae 《Performance Evaluation》2011,68(4):347-360
Voice over Internet Protocol (VoIP) is one of the fastest growing technologies in the world. In VoIP speech signals are transmitted over the same network used for data communications. The internet is not a robust network and is subjected to delay, jitter, and packet loss. It is very important to measure and monitor the quality of service (QoS) the users experience in VoIP networks; this is not an easy task and usually requires subjective tests. In this paper we have analyzed three non-intrusive models to measure and monitor voice quality using Random Neural Networks (RNN). A RNN is an open queuing network with positive and negative signals. We have assessed the voice quality based on various parameters i.e. delay, jitter, packet loss, and codec. In our approach we have used the Mean Opinion Score (MOS) calculated using a Perceptual Evaluation of Speech Quality (PESQ) algorithm to generate data for training the RNN model. We have studied two feed-forward models and a recurrent architecture. We have found that the simple feed-forward architecture has produced the most accurate results compared to the other two architectures. 相似文献
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Pelaez-Moreno C. Gallardo-Antolin A. Diaz-de-Maria F. 《Multimedia, IEEE Transactions on》2001,3(2):209-218
The Internet Protocol (IP) environment poses two relevant sources of distortion to the speech recognition problem: lossy speech coding and packet loss. In this paper, we propose a new front-end for speech recognition over IP networks. Specifically, we suggest extracting the recognition feature vectors directly from the encoded speech (i.e., the bit stream) instead of decoding it and subsequently extracting the feature vectors. This approach offers two significant benefits. First, the recognition system is only affected by the quantization distortion of the spectral envelope. Thus, we are avoiding the influence of other sources of distortion due to the encoding-decoding process. Second, when packet loss occurs, our front-end becomes more effective since it is not constrained to the error handling mechanism of the codec. We have considered the ITU G.723.1 standard codec, which is one of the most preponderant coding algorithms in voice over IP (VoIP) and compared the proposed front-end with the conventional approach in two automatic speech recognition (ASR) tasks, namely, speaker-independent isolated digit recognition and speaker-independent continuous speech recognition. In general, our approach outperforms the conventional procedure, for a variety of simulated packet loss rates. Furthermore, the improvement is higher as network conditions worsen 相似文献
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声回波抵消两路算法被广泛用来检测系统双向通话;基于声回波抵消两路算法,提出了一种改进的控制更新逻辑。此更新逻辑通过比较滤波器的回波返回损失(ERLE),判断是否对滤波器进行更新。此改进更新逻辑能正确检测系统双向通话,避免滤波器的错误更新,并提高两路算法的收敛速度,减小存储器资源和计算量。仿真结果证实了此更新逻辑的有效性。 相似文献
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VoIP is one of the most popular applications on the Internet. The DVB-S2 (digital video broadcasting-satellite version 2) and DVB-RCS (digital video broadcasting-return channel satellite) standards provide the potential for reliable and efficient voice and data transfer over satellite networks. This is important, as satellites can play a role in broadband service provision by addressing the cases of limited terrestrial access such as in rural or underserved areas. The first part of this paper presents the results of our VoIP trials with different commercial DVB-S/RCS satellite offers and popular internet telephony and videoconferencing applications (Skype, MSN, etc.). These results reveal that packet delay and jitter are strongly affected by the satellite network component as well as the type of speech codec used. Accordingly, research presented in the second part of this paper is focused on dynamic speech coding rate control adapted to the conditions of the underlying network, in which the satellite domain presents the most challenging portion of the end-to-end path. For this purpose, a novel cross-layer mechanism is proposed to facilitate and increase the accuracy of the speech coding rate adaptation mechanism. Cross-layer design is a relatively new idea aiming to exploit information exchange among layers of the protocol stack. Our simulation analyses show that the proposed cross-layer mechanism can help us in optimally adjusting the speech coding rate to maintain the user-perceived quality in terms of MOS (mean opinion score) in the face of time-varying available satellite channel capacity. 相似文献
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Carlos Ignacio Mattos Eduardo Parente Ribeiro Evelio Martín García Fernandez Carlos Marcelo Pedroso 《Multimedia Tools and Applications》2014,70(3):2309-2329
This paper presents a new model for VoIP workload generation. The novelty of our proposal consists in modeling the sessions by characterizing both the user behavior (session level) and the packet generation for an active call (intra-session level) with easily measured parameters and low computational complexity. This approach also facilitates systematic study of changes in user behavior and voice codec. The session level was modeled by analysis of call-holding time and time interval between successive calls. The model for call-holding time, characterizing the individual user behavior, uses the Pareto type 2 probability distribution. The time interval between calls is obtained from aggregate traffic and can be modeled by exponential probability distribution. Aggregate traffic is obtained by superposition of simultaneous sessions. The data used to characterize the session level were collected at the backbone of two Brazilian telecommunication carriers. The model for intra-session level comprises the characterization of the packet size and the packet inter-arrival time. The intra-session model was based on data generated in a laboratory environment, in order to properly characterize the codec influence on packet generation and to avoid the effects of delay, jitter and loss commonly present in an operational network. Models for constant bit rate and variable bit rate codecs were considered. A simulator was implemented and the results indicate that our model properly mimics the characteristics observed in real traffic and can be used for VoIP modeling and workload generation. Additionally, an application to automate the performance analysis was developed. 相似文献
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《Computer Standards & Interfaces》2014,36(3):626-630
This paper presents an analysis of the relation between IP channel characteristics and final voice transmission quality. The NISTNet emulator is used for adjusting the IP channel network. The transmission quality criterion is an MOS parameter investigated using the ITU-T P.862 PESQ, future P.863 POLQA and P.563 3SQM algorithms. Jitter and packet loss influence are investigated for the PCM codec and the Speex codec. 相似文献
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Pongpisit Wuttidittachotti Therdpong Daengsi 《Multimedia Tools and Applications》2017,76(15):16163-16187
This paper proposes two mathematical models that can be used to estimate VoIP quality from Skype, which is one of the most popular VoIP applications. The first model is simple, it has been developed using data from the informal interview tests called Conversation-like tests, referring to packet loss of 0 %, 5 %, 10 %, …, and 30 %. The tests have been conducted with Skype using a non ITU-T’s codec called SILK via the Internet with over 180 native Thai participants, while packet loss effects were generated using a network emulation tool. The second model is called the Enhanced Simplified E-model, this has been developed by adding the Thai Bias factor into a generic Simplified E-model, which calculates by subtracting the subjective results from the computed results using the Simplified E-model formula. After obtaining the models, they were evaluated with the Test set from 36 native Thai participants (different from the other group of participants) using Mean Absolute Percentage Error technique (MAPE). It has been found that VoIP quality measurement performance of both models are classified as excellent and provide higher reliability and accuracy than the Simplified E-model. Subjective MOS model and Enhanced Simplified E-model error reduction compared to the simplified one was at about 21.9 % and 21.2 % respectively, which is the major contribution of this work. 相似文献
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宽带低压电力线(LV-BPL)通信是一种重要的Internet接入技术,基于数字喷泉码与正交小波包编码调制提出了一种新的LV-BPL物理层系统模型。系统采用数字喷泉码作外码,块编码作内码,按块编码调制(BCM)映射到正交小波包调制时频平面。由于小波包稳定的正交性、自由的时频铺砌,数字喷泉码与码率无关的性质及BCM抗脉冲干扰的特点,系统在LV-BPL信道具有比编码DFT-OFDM更好的性能。 相似文献
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基于E-model的VoIP语音质量评估的研究 总被引:1,自引:0,他引:1
为准确评估VoIP)语音质量,对E—model算法进行了深入研究,剖析了E—model算法的组成部分Id,Is,Ie,A,探讨了丢包、延迟和抖动对VoIP质量的影响,并应用该算法对多种语音编码进行了评估。实验证明该客观评估算法主观与客观相关度高,有较强的适应性,可靠性,实用性,完全可用于VoIP语音质量评估。 相似文献
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R. Mannell 《International Journal of Speech Technology》2006,9(3-4):53-74
This paper examines the effect of interaction between speech codec output quality and simulated satellite or VoIP transmission delay time on talker performance in a complex interaction. A hardware test codec (both single and tandem) was compared against a number of processed speech reference conditions to determine the relative subjective quality of the test codecs against conditions with known Mean Opinion Scores (MOS). The two codec conditions plus an additional higher quality condition were then used in an experiment that examined the effect of the interaction of transmitted speech quality and simulated transmission delay on a speech shadowing task and an accompanying error repair task involving two speakers. One person (the “reader”) read a passage. The second person (the “shadower”) shadowed the read passage by repeating immediately the words spoken by the reader. The reader, whilst reading, also listened for errors spoken by the shadower and repaired those errors by verbally reporting them to the shadower. A significant interaction between codec quality and transmission delay was found for the error repair task, but only for cases where the shadower made a significant number of errors. These results suggest that, for highly complex interactions which involve significant cognitive load, human performance will degrade more rapidly with increases in delay for transmission systems using speech codecs with lower quality output. This is assumed to be due to the additional demands upon working memory imposed by the transmission delay. 相似文献
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用于回波抵消的最大长度序列相关近端语音检测算法研究 总被引:1,自引:0,他引:1
回波抵消是语音通信系统中不可缺少的一个重要组成部分。大部分回波抵消技术都是基于自适应LMS算法的。在实际应用中,近端语音检测的准确性会在很大程度上影响自适应LMS算法在双向通信环境下回波抵消的效果。本文提出了一种基于最大长度序列相关算法的近端语音检测算法。这种近端语音检测算法和自适应LMS算法相结合,得到的回波抵消算法在模拟双向通信环境下的回波抵消效果比自适应LMS算法高约8db。 相似文献
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Vo IP 的语音质量分析与控制 总被引:6,自引:0,他引:6
分析了VoIP语音质量的影响因素,通过E模型定量地描述了语音质量与端到端延迟和丢包率的关系。为了控制VoIP的语音质量,计算出VolP系统在各种情况下的语音质量极限,提出一种自适应编码和分组封装的控制策略。将该方法应用于自行开发的IP电话网关,实际测试证明能在很大程度上提高VoIP的语音质量。 相似文献