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2014 International Conference on Communication and Signal Processing最新文献

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A fuzzy-GMM classifier for multilingual speaker identification 多语说话人识别的模糊- gmm分类器
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6950102
A. Devika, M. Sumithra, A. Deepika
In this paper, a new modeling approach is proposed by hybriding the features of expectation-maximization algorithm(GMM) and fuzzy c-means algorithm(FCM). Based on the analysis over conventional GMM technique, we suggested a new speaker identification system by fusing GMM (optimized using EM algorithm) and FCM, to improve the identification rate further in multilingual speaker identification system. The proposed technique and GMM technique was evaluated in mono and multilingual environments. Experiments were done also by varying the initial code books for generating speaker model. The experimental result shows improvements on a combined FGMM system, which employs fusion for the multilingual context with varying initial code books gives an improvement of minimum 2.98% than existing GMM approach. MFCC technique is used for extracting the features. The algorithms were compared using TIMIT database of 54 speakers speaking 3 languages like English, Hindi and Tamil.
本文结合期望最大化算法(GMM)和模糊c均值算法(FCM)的特点,提出了一种新的建模方法。为了进一步提高多语言说话人识别系统的识别率,在分析传统GMM技术的基础上,提出了一种融合GMM (EM算法优化)和FCM的说话人识别系统。在单语言和多语言环境下对该技术和GMM技术进行了评估。实验还通过改变初始码本来生成说话人模型。实验结果表明,采用不同初始码本的多语言上下文融合的组合FGMM系统比现有的GMM方法至少提高了2.98%。采用MFCC技术提取特征。这些算法与TIMIT数据库中54名说英语、印地语和泰米尔语等3种语言的人进行了比较。
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引用次数: 3
Spontaneous emotion recognition for Marathi Spoken Words 马拉地语口语的自发情感识别
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6950191
Vaibhav V. Kamble, B. P. Gaikwad, Deepak M. Rana
In this paper analysis of emotion recognition from Marathi speech signals by exploring several patterns for feature extraction techniques and classifiers to classify speech utterance according to their emotion contains. In this paper several method are extracting feature from speech signal to estimation of energy, intensity and pitch contour using Mel Frequency Cepstral Coefficient (MFCC). These feature parameters are extracted from Marathi speech Signals depend on speaker, spoken word as well as emotion. Gaussian mixture Models (GMM) is used to develop Emotion classification model. Each subject/Speaker has spoken 7 Marathi words with 6 different emotions that is 7 Marathi words are Aathawan, Aayusha, Chamakdar, Iishara, Manav, Namaskar, Uupay and 6 emotions are Angry, Happy, Sad, Fear, Neutral/Normal, and Surprise. This system is used for emotion recognition in Marathi Spoken Words by applied feature extraction techniques as MFCC and classification techniques as GMM. We got 83.33 % average accuracy rate and 16.67% average confusion rate of our system. For Male we got average accuracy rate is 85% and for female 81.66 %. This is the overall accuracy rate of our Emotion Recognition for Marathi Spoken Words (ERFMSW) system.
本文对马拉地语语音信号的情感识别进行了分析,探索了特征提取技术和分类器的几种模式,根据情感内容对语音进行分类。本文采用几种方法从语音信号中提取特征,利用Mel频率倒谱系数(MFCC)估计语音信号的能量、强度和基音轮廓。这些特征参数是从马拉地语信号中提取出来的,这些特征参数取决于说话人、说话词和情绪。采用高斯混合模型(GMM)建立情绪分类模型。每个主题/演讲者都说了7个马拉地语单词,有6种不同的情绪,即7个马拉地语单词是Aathawan, Aayusha, Chamakdar, Iishara, Manav, Namaskar, Uupay和6种情绪是愤怒,快乐,悲伤,恐惧,中性/正常和惊讶。该系统应用特征提取技术MFCC和分类技术GMM对马拉地语口语进行情感识别。系统的平均准确率为83.33%,平均混淆率为16.67%。男性的平均准确率为85%,女性的平均准确率为81.66%。这是我们马拉地语口语情感识别(ERFMSW)系统的总体准确率。
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引用次数: 7
Design and simulation of dense dielectric patch antenna for wireless applications 无线应用密集介电贴片天线的设计与仿真
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6949890
J. Sudharsan, S. Ramesh
Wireless communication devices and techniques are proliferating, improving and expanding every day. The development of such device must meet specific requirements: small size, light weight, low cost, and attractive appearance. There are many techniques to improve the characteristics and performance of antennas. A dense dielectric patch in a circular shape for the antenna is proposed here for reduced size copy of the whole. The beneficial give useful applications in cellular telephone and microwave communications. This paper presents the design and simulation of miniaturized single-band dense dielectric patch antenna for wireless applications. The designed antenna is resonating at 3.86 GHz yielding a return loss of about -25.9 dB which is suitable for Wi-MAX, public and private mobile applications. The simulation has been carried out using Agilent Advanced Design SystemEM simulator.
无线通信设备和技术每天都在激增、改进和扩展。这种装置的开发必须满足特定的要求:体积小、重量轻、成本低、外观美观。有许多技术可以改善天线的特性和性能。一个密集的介电补丁在一个圆形的天线提出了这里缩小尺寸的整体副本。有益的在蜂窝电话和微波通信中得到了有用的应用。本文介绍了用于无线应用的小型化单波段密集介质贴片天线的设计与仿真。设计的天线谐振频率为3.86 GHz,回波损耗约为-25.9 dB,适用于Wi-MAX、公共和私人移动应用。仿真使用安捷伦先进设计系统模拟器进行。
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引用次数: 0
A novel midamble based channel estimation technique for TD-HSPA+ system TD-HSPA+系统中一种新的基于中频的信道估计技术
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6949831
Astha Shandilya, S. P. Kar, A. Datta
This paper devotes to the channel estimation of a rapidly time varying environment for TD-HSPA+ technology. Based on the QR factorization of the midamble matrix, a modified channel estimator is proposed. To validate the method, several simulated cases with existing B. Steiner, Least squares (LS) and Minimum mean square error (MMSE) methods are considered. The simulation results demonstrate that the modified factorization method is more efficient, numerically stable and take less runtime than the conventional methods.
本文研究了TD-HSPA+技术快速时变环境下的信道估计问题。基于中间矩阵的QR分解,提出了一种改进的信道估计器。为了验证该方法,采用现有的B. Steiner、最小二乘(LS)和最小均方误差(MMSE)方法进行了仿真。仿真结果表明,改进的分解方法比传统方法更高效、数值稳定、运行时间短。
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引用次数: 0
Cross-layer design of a LOADPOWER control protocol - PWmin and PWmax transmission power assignment algorithm in wireless ad hoc networks 无线自组织网络中负载控制协议PWmin和PWmax传输功率分配算法的跨层设计
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6950114
A. Arivoli, P. Narayanasamy
In Wireless era, Cross-layer designing of transmission power assignment and power control is the critical issues in emerging wireless technology. Intelligent transmission power selection algorithm depends on the notion of Transmission Power (TXPOWER), energy, Received Signal Strength Indication (RSSI) and the distance. The decentralized network without load balancing leads to network partitioning, route reliability, link failure and retransmission occurs. This power control Cross-layer design used for communicating information among the intermediate layers. LOADPOWR CONTROL Transmission power assignment algorithm in wireless networks leads to the network more efficient by using PWmin and PWmax power control technique. Euclidean distance calculates appropriate distance between sender and receiver in the network. Path loss model used to calculate difference between transmission power and received power for the amount of mobile nodes present in the LOADPOWER network. The key concept is to improve the network throughput, delay, distance, saves energy by sending all the packets with optimal transmit power according to the network load. Simulation was done in NS-2 simulator.
在无线时代,传输功率分配和功率控制的跨层设计是新兴无线技术中的关键问题。智能传输功率选择算法依赖于传输功率(TXPOWER)、能量、接收信号强度指示(RSSI)和距离的概念。没有负载分担的分散式网络会导致网络分区、路由不可靠、链路故障和重传。这种功率控制跨层设计用于中间层之间的信息通信。负载功率控制无线网络中的传输功率分配算法通过使用PWmin和PWmax功率控制技术来提高网络的效率。欧几里得距离计算网络中发送方和接收方之间的适当距离。路径损耗模型用于计算LOADPOWER网络中存在的移动节点数量的发射功率和接收功率之差。其核心思想是根据网络负载,以最优的传输功率发送所有数据包,从而提高网络吞吐量、延迟、距离、节约能源。仿真在NS-2模拟器中进行。
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引用次数: 1
Analysis of a new paradigm for depth vision application in augmented HCI 增强型HCI中深度视觉应用的新范式分析
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6949926
Subarna Sinha, S. Deb, S. Deb, Bhaskar Biswas
Images captured using consumer grade cameras are missing viable information of image which is depth. This also makes the image to be considered as a two dimensional image. The real life activities like recognition of objects by measuring the distance between objects become very complex and sometimes impossible. Stereo vision imaging, 3-D modeling techniques help to minimize these shortcomings. In this paper we have analyzed various novel works which used the depth information gathered from RGB-D cameras. Microsoft Kinect, a low cost RGB-D sensor has proved to be the most effective of its kind. This paper can provide a clear idea about the extensive research using these sensors that have been going on in the field of augmented Human computer interaction. The exceptional features of these depth sensors can be used to develop more sophisticated applications in the field of computer vision in near future.
使用消费级相机拍摄的图像缺少图像的可行信息,即深度。这也使得图像被认为是二维图像。现实生活中的活动,如通过测量物体之间的距离来识别物体,变得非常复杂,有时甚至是不可能的。立体视觉成像、三维建模技术有助于减少这些缺点。本文分析了利用RGB-D相机采集的深度信息创作的各种新颖作品。微软Kinect是一款低成本的RGB-D传感器,已被证明是同类产品中最有效的。本文可以对这些传感器在增强人机交互领域的广泛研究提供一个清晰的思路。这些深度传感器的独特功能可用于在不久的将来在计算机视觉领域开发更复杂的应用。
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引用次数: 0
Quasi-Orthogonal Space-Time Block Codes based on circulant matrix for eight transmit antennas 基于循环矩阵的8个发射天线准正交空时分组码
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6950185
Satyanarayana Murthy Nimmagadda, Srikanth Sajja, P. Bhima
For using in multiple transmits antennas systems, a number of Quasi-Orthogonal Space-Time Block Codes (QOSTBC) has been proposed. Based on circulant matrix, in this paper, we propose a novel method of extending any QOSTBC constructed for 8 transmit antennas to a closed-loop scheme. We prove that the proposed scheme can improve its transmit diversity with one bit feedback, with the aid of multiplying the entries of QOSTBC code words by the appropriate phase factors which depend on the channel information. The optimal constellation rotated schemes as well as performances of the proposed scenario 8 transmit antennas QOSTBC are analyzed. The simulation results suggest that there is a significant Eb/No advantage in the proposed scheme which is able to be designed easily.
为了在多发射天线系统中使用,提出了许多准正交空时分组码(QOSTBC)。在循环矩阵的基础上,提出了一种将任意8个发射天线的QOSTBC扩展到闭环方案的新方法。通过将QOSTBC码字的输入项与信道信息相关的相位因子相乘,证明了该方案可以通过1位反馈提高其发射分集。分析了提出的场景8发射天线QOSTBC的最优星座旋转方案和性能。仿真结果表明,该方案具有明显的Eb/No优势,易于设计。
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引用次数: 4
Texture image retrieval by combining local binary pattern and discontinuity binary pattern 结合局部二值模式和不连续二值模式的纹理图像检索
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6949873
T. G. Subash Kumar, V. Nagarajan
Local binary pattern (LBP) is a nonparametric descriptor, which efficiently summarizes the local structures of images and has been very successful in image retrieval applications. In this paper, we propose a texture image retrieval technique which uses discontinuity binary pattern (DBP) along with the LBP. The DBP is formed by thresholding the absolute difference between the center pixel and its neighbors. This technique is applied to a database of 1180 sub-images from the twenty different classes of vistex database. Result shows that the proposed technique achieves good retrieval rate.
局部二值模式(Local binary pattern, LBP)是一种非参数描述符,它能有效地概括图像的局部结构,在图像检索中得到了很好的应用。本文提出了一种将不连续二值模式(DBP)与LBP相结合的纹理图像检索技术。DBP是通过对中心像素与其相邻像素之间的绝对差值进行阈值处理形成的。将该技术应用于20个不同类型vistex数据库的1180个子图像数据库。结果表明,该方法取得了较好的检索率。
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引用次数: 5
Dynamic beacon based and load balanced geo routing in MANETs 基于动态信标和负载均衡的manet地理路由
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6949929
Anju Sara Varghese, S. Jebakumari
Dynamic topology changes are one of the characteristics of Mobile Ad hoc Networks (MANETs) where nodes move very frequently. Among ad-hoc routing protocols, Geographic routing protocols have drawn a lot of attentions in recent years due to its forwarding decision based only on local topology. Periodic broadcasting of beacon packets is a widely used method to maintain neighbor locations; but it is not impressive with respect to both routing performance and location update cost due to its periodic nature. Load unbalance is another issue which hampers the routing performance. Existing well known geographic protocol, Greedy Perimeter Stateless Routing (GPSR) is modified as LB-DB-GPSR(Load Balanced-Dynamic Beaconing GPSR), to adapt beaconing with respect to node mobility and traffic patterns in the network as well as to achieve a better Load balancing in the network. The simulation results show that the proposed protocol can significantly improve the routing performance in terms of packet delivery ratio, end to end delay and congestion control.
动态拓扑变化是移动自组织网络(manet)的特征之一,其中节点移动非常频繁。在自组织路由协议中,地理路由协议由于其转发决策仅基于本地拓扑结构,近年来备受关注。定期广播信标包是一种广泛使用的保持邻居位置的方法;但由于它的周期性,它在路由性能和位置更新成本方面并不令人印象深刻。负载不平衡是影响路由性能的另一个问题。贪婪周边无状态路由(Greedy Perimeter Stateless Routing, GPSR)是现有的地理协议,它被修改为LB-DB-GPSR(Load balance - dynamic Beaconing GPSR),以适应网络中节点的移动性和流量模式,并在网络中实现更好的负载平衡。仿真结果表明,所提出的协议在分组投递率、端到端延迟和拥塞控制等方面都能显著提高路由性能。
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引用次数: 1
HDL implementation of 128- bit Fused Multiply Add unit for multi mode SoC 用于多模SoC的128位融合乘加单元的HDL实现
Pub Date : 2014-11-10 DOI: 10.1109/ICCSP.2014.6949923
Mithilesh Mahendra, Sandeep Kakde, G. Somulu
Binary 128 arithmetic finds a hard in floating point application of Quadruple Precision. The major component of 128 bit Fused Multiply Add (FMA) unit with multimode operations are Alignment Shifter, Normalization shifter, Dual Adder by CLA. The main contribution of this paper is to reduce the latency. The technical challenges in existing FMA architectures are latency and higher precision. The precision gets affected by the repeated occurrence of fractional part. In order to reduce the latency the dual adder is designed by using compound Adder and the latency of overall architecture gets reduced up to 30-40%. In this paper the total delay of dual adder designed using compound adder is found to be 5.776 ns. Simultaneously to get higher precision we design namely Alignment Shifter and Normalization Shifter in the FMA unit by using Barrel Shifter as this Alignment Shifter and Normalization Shifter will have less precision, but since replacement of these blocks by Barrel Shifter will result into higher precision.
二进制128算法在浮点四倍精度的应用中遇到了困难。具有多模运算功能的128位融合乘加(FMA)单元主要由CLA设计的对准移位器、归一化移位器和双加法器组成。本文的主要贡献是减少了延迟。现有FMA架构的技术挑战是延迟和更高的精度。小数部分的重复出现会影响精度。为了降低延迟,采用复合加法器设计了双加法器,使整体架构的延迟降低了30-40%。采用复合加法器设计的双加法器的总延时为5.776 ns。同时,为了获得更高的精度,我们在FMA单元中设计了对准移位器和归一化移位器,使用桶移位器,因为对准移位器和归一化移位器的精度会降低,但由于用桶移位器替换这些块将导致更高的精度。
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引用次数: 3
期刊
2014 International Conference on Communication and Signal Processing
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