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2021 National Conference on Communications (NCC)最新文献

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Auto-SCMA: Learning Codebook for Sparse Code Multiple Access using Machine Learning Auto-SCMA:使用机器学习的稀疏代码多址学习代码本
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530173
Ekagra Ranjan, Ameya Vikram, A. Rajesh, P. Bora
Sparse Code Multiple Access (SCMA) is an effective non-orthogonal multiple access technique that facilitates communication among users with limited orthogonal resources. Currently, its performance is limited by the quality of the handcrafted codebook. We propose Auto-SCMA, a machine learning based approach that learns the codebook using gradient descent while using a Message Passing Algorithm decoder. It is the first machine learning based approach to generalize successfully on the Rayleigh fading channel. It is able to learn an effective codebook without involving any human effort in the process. Our experimental results show that Auto-SCMA outperforms previous methods including machine learning based methods.
稀疏码多址(SCMA)是一种有效的非正交多址技术,可以在正交资源有限的情况下方便用户间的通信。目前,它的性能受到手工制作密码本质量的限制。我们提出了Auto-SCMA,这是一种基于机器学习的方法,在使用消息传递算法解码器的同时使用梯度下降来学习码本。这是第一个在瑞利衰落信道上成功泛化的机器学习方法。它能够在不涉及任何人工努力的情况下学习有效的密码本。我们的实验结果表明,Auto-SCMA优于以前的方法,包括基于机器学习的方法。
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引用次数: 2
Wideband Circuit Analog Absorber Using Modified Resistive Cross-Dipoles 采用改进电阻交叉偶极子的宽带电路模拟吸收器
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530183
Aditya Mandar Jabade, H. Sonalikar
In this paper, a novel circuit analog absorber design is proposed using resistive cross-dipoles as the basic template. The absorber consists of two FR4 substrates separated by air. The top substrate consists of a modified cross-dipole frequency selective surface (FSS) having lumped resistors and the bottom substrate provides a ground plane. The proposed absorber has a very low profile of 0.0739 wavelengths at its lowest operating frequency and a fractional bandwidth of 100.55% from 3.13 to 9.46 GHz. The designed absorber is insensitive to incident polarization and shows stable performance at oblique angles of incidence. It is demonstrated that a slight modification in the form of a rectangular strip applied to the basic cross-dipole FSS reduces the thickness to bandwidth ratio of the absorber.
本文提出了一种以电阻交叉偶极子为基本模板的新型电路模拟吸收器设计。吸收器由两个被空气隔开的FR4基板组成。顶部衬底由具有集总电阻的改进的交叉偶极子频率选择表面(FSS)组成,底部衬底提供接地面。所提出的吸收器在其最低工作频率下具有0.0739波长的极低轮廓和从3.13到9.46 GHz的100.55%的分数带宽。所设计的吸收器对入射偏振不敏感,在斜入射角下表现出稳定的性能。结果表明,在基本交叉偶极子FSS上施加矩形条形式的轻微修改可以降低吸收器的厚度与带宽比。
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引用次数: 2
Performance Analysis of Convolutional Neural Network Based EEG Epileptic Seizure Classification in Presence of Ocular Artifacts 眼部伪影存在下基于卷积神经网络的脑电图癫痫发作分类性能分析
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530053
Payal Patel, U. Satija
Recently, convolutional neural network (CNN) has played a crucial role in classifying epileptic seizures due to its capability of automatically learning the discriminatory features from the raw electroencephalogram (EEG) data. Moreover, most of the existing methods considered artifact-free EEG data for extracting features. In this paper, we analyze the impact of ocular artifacts on the performance of CNN in extracting reliable features from the EEG data for seizure classification. Furthermore, we also analyze the robustness of CNN in determining the accurate and reliable features not only from raw EEG data but also from spectral domain EEG data. The performance of the method is evaluated on the EEG signals taken from the Bonn's dataset with different types and levels of ocular artifacts. Performance evaluation results demonstrate that the classification accuracy of the method is degraded significantly under the presence of ocular artifacts. Furthermore, it is observed that the proposed CNN architecture is able to extract the discriminatory features from spectral EEG data more accurately as compared to the raw temporal EEG data.
近年来,卷积神经网络(CNN)由于能够从原始脑电图(EEG)数据中自动学习区分特征,在癫痫发作分类中发挥了至关重要的作用。此外,现有方法大多采用无伪影的脑电数据进行特征提取。在本文中,我们分析了眼部伪影对CNN从脑电图数据中提取可靠特征用于癫痫发作分类性能的影响。此外,我们还分析了CNN在从原始脑电数据和频谱域脑电数据中确定准确可靠特征方面的鲁棒性。在波恩数据集中采集的具有不同类型和级别眼伪影的脑电信号上,对该方法的性能进行了评估。性能评价结果表明,在人眼伪像存在的情况下,该方法的分类精度明显下降。此外,与原始时间脑电数据相比,本文提出的CNN架构能够更准确地从频谱脑电数据中提取出区别特征。
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引用次数: 0
Implementation of a Spiking Neuron in CMOS 脉冲神经元在CMOS中的实现
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530104
Iman Burman, Archita Hore, Ayan Chakraborty, Sharba Bandyopadhyay, S. Chakrabarti
A spiking neuronal network consumes very low power for computation contrary to conventional Von-Neumann architectures. A CMOS based circuit which includes several features of a spiking neuron closely, is presented in this paper. Features such as refractory period, spike height and width, resting potential, spiking threshold, spike frequency adaptation and inter spike interval (ISI) have been incorporated in the circuit. A small set of parameters, chosen carefully control these features in the circuit response. The spiking pattern of the proposed circuit has been matched with selected experimental data of real biological neurons from Allen Institute for Brain Science (AIBS) database.
与传统的冯-诺伊曼结构相反,尖峰神经元网络的计算功耗非常低。本文提出了一种基于CMOS的电路,它紧密地结合了尖峰神经元的几个特征。不应期、尖峰高度和宽度、静息电位、尖峰阈值、尖峰频率适应和尖峰间间隔(ISI)等特征已被纳入电路中。精心选择的一小组参数控制着电路响应中的这些特性。该电路的峰值模式与Allen脑科学研究所(AIBS)数据库中选定的真实生物神经元实验数据相匹配。
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引用次数: 3
An Optical Flow Based Approach to Detect Movement Epenthesis in Continuous Fingerspelling of Sign Language 基于光流的手势语连续拼写运动扩展检测方法
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530076
Navneet Nayan, D. Ghosh, P. M. Pradhan
In this paper, the movement epenthesis problem in continuous fingerspelling is addressed. Movement epenthesis caused due to unwanted but unavoidable hand movement in between two sign gestures in continuous signing is one of the major problems in automatic sign language recognition. A novel method based on calculating the 2-norm values of the magnitude matrices of optical flow has been proposed in this paper to detect the movement epenthesis containing video frames. We used Horn-Schunck method to compute the optical flow and estimate the speed of hands in the the continuous fingerspelling videos. The 2-norm values of the magnitude matrix of optical flow provides a discriminative feature to distinguish of movement epenthesis frames from sign frames and hence mean of the 2-norm values is used as the threshold value to detect the movement epenthesis frames in a gesture video. We tested our method on continuous fingerspelling videos of Indian sign language. Experimental results show that the performance of our proposed method is 100% accurate in detecting the movement epenthesis frames in continuous fingerspelling.
本文研究了连续指法拼写中的运动扩展问题。在连续手语中,由于手势之间不需要但又不可避免的移动而引起的动作扩展是手语自动识别中的主要问题之一。本文提出了一种基于计算光流大小矩阵的2范数值的检测包含视频帧的运动放大的新方法。我们使用Horn-Schunck方法计算连续拼写视频中的光流并估计手的速度。光流幅度矩阵的2范数值提供了区分运动扩展帧和符号帧的判别特征,因此使用2范数值的平均值作为阈值来检测手势视频中的运动扩展帧。我们在印度手语的连续指纹拼写视频上测试了我们的方法。实验结果表明,该方法对连续拼写中运动扩展帧的检测准确率为100%。
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引用次数: 1
A Level Set Model Driven by New Signed Pressure Force Function for Image Segmentation 一种新的带符号压力函数驱动的水平集模型用于图像分割
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530100
Soumen Biswas, Ranjay Hazra, S. Prasad, Arvind Sirvee
An image segmentation model using histogram-based image fitting (HF) energy is proposed to identify objects with poorly defined boundaries. The proposed energy model considers an improved fitting energy function based on normalized histogram and average intensities of objects inside as well as outside the contour curve. The fitting energy functions are computed before the curve evolution thereby reducing the complexity of intensity inhomogeneity images. Further, a new signed pressure force function is incorporated in the proposed energy model which can increase the efficiency of the curve evolution process at blur edges or at weak edge regions. The comparative analysis of the proposed energy model produces better segmentation results compared to the other state-of-the-art energy models namely the Li et. al. model, local binary fitting (LBF), and Chen-Vese (C-V) models. The proposed model is also robust to intensity inhomogeneity. In addition, the calculation of the Jaccard Index (JI) proves the robustness of the proposed energy model.
提出了一种基于直方图的图像拟合能量的图像分割模型,用于识别边界不明确的目标。提出的能量模型考虑了一种改进的基于归一化直方图和轮廓曲线内外物体平均强度的拟合能量函数。在曲线演化之前计算拟合能量函数,从而降低了强度非均匀性图像的复杂度。此外,在能量模型中引入了新的带符号的压力力函数,提高了模糊边缘和弱边缘区域曲线演化过程的效率。与Li et. al.模型、局部二值拟合(LBF)和Chen-Vese (C-V)模型等其他最先进的能量模型相比,所提出的能量模型的对比分析产生了更好的分割结果。该模型对强度不均匀性也具有鲁棒性。此外,通过对Jaccard指数(JI)的计算,验证了所提能量模型的鲁棒性。
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引用次数: 0
Joint Bandwidth and Position Optimization in UAV Networks Deployed for Disaster Scenarios 灾难场景下无人机网络联合带宽和位置优化
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530185
Neetu R.R., Akshita Gupta, Gourab Ghatak, A. Srivastava, V. Bohara
In this paper, we consider a disaster-affected area that has lost cellular connectivity. In such a scenario, we study a unmanned aerial vehicle (UAV) network deployed to restore the user connections to the core network. In particular, we propose a resource partitioning scheme for integrated access and backhaul in the downlink to sustain the user connections. First, we derive an analytical expression for the throughput coverage probability for the access (i.e., UAV to user) and the backhaul (i.e., terrestrial base station (BS) to UAV) links. Then, we investigate the optimal position of the UAV and the optimal partitioning of the frequency resources between the access and the backhaul links to maximize the coverage of the users. Our study highlights that as the number of users in the network and/or their throughput demand increases, the optimal UAV position moves towards the center of the disaster-affected area. Moreover, in that case, a higher fraction of the available frequency resources must be provisioned for the access links. On the contrary, when the backhaul throughput requirements are high, or when terrestrial BSs are sparsely deployed, the optimal UAV position is at the edge of the disaster-affected area. Thus, this study provides key system-design insights to a network operator to deploy ad hoc areal networks to extend cellular coverage.
在这篇论文中,我们考虑了一个失去蜂窝连接的受灾地区。在这种情况下,我们研究了部署无人机(UAV)网络来恢复用户与核心网络的连接。特别地,我们提出了一种在下行链路中集成访问和回程的资源分配方案,以维持用户连接。首先,我们推导了接入(即无人机到用户)和回程(即地面基站(BS)到无人机)链路的吞吐量覆盖概率的解析表达式。然后,我们研究了无人机的最优位置以及接入链路和回程链路之间频率资源的最优分配,以最大化用户的覆盖范围。我们的研究强调,随着网络用户数量和/或其吞吐量需求的增加,无人机的最佳位置向受灾地区的中心移动。而且,在这种情况下,必须为访问链路提供更高比例的可用频率资源。相反,当回程吞吐量要求较高或地面基站部署较少时,无人机的最佳位置是在受灾地区的边缘。因此,这项研究为网络运营商部署自组织区域网络以扩展蜂窝覆盖范围提供了关键的系统设计见解。
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引用次数: 1
Optical sideband interference using optical IQ and Mach-Zehnder modulators 利用光学IQ和马赫-曾德尔调制器的光学边带干涉
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530014
G. Kumar, Nishanth Chandra, P. Krishnamurthy
We observe optical sideband interference using an optical IQ modulator at the transmitter and a Mach-Zehnder modulator at the receiver. We measure 82% interference visibility in back-to-back configuration and 71% interference visibility over 25 km optical fiber channel. We also show the simulation of optical sideband interference using IQ modulator and Mach-Zehnder modulator. We measure 77% visibility by simulation in back-to-back connection of transmitter and receiver. We study the effect of the linewidth of the laser on the optical spectrum of the sideband. We derive expressions for sideband power as a function of the applied phase difference between transmitter and receiver in the presence of chromatic dispersion in the fiber.
我们在发射器处使用光学IQ调制器,在接收器处使用马赫-曾德尔调制器,观察光边带干扰。我们测量了背靠背配置中82%的干扰可见度和25公里光纤通道中71%的干扰可见度。我们还展示了利用IQ调制器和马赫-曾德尔调制器模拟光边带干扰。在背靠背连接的情况下,我们通过仿真测量了77%的可见性。研究了激光线宽对边带光谱的影响。在光纤中存在色散的情况下,我们推导出边带功率作为发送端和接收端应用相位差的函数的表达式。
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引用次数: 0
Heart Rate Estimation from RGB Facial Videos Using Robust Face Demarcation and VMD 基于鲁棒人脸分割和VMD的RGB人脸视频心率估计
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530067
Arya Deo Mehta, H. Sharma
The recent studies suggest the feasibility of accessing crucial health parameters through contactless means with an RGB camera placed at a distance. As high-quality RGB cameras are getting more cost-effective due to the drastic evolution in imaging technology, the camera-based health monitoring is evoking a considerable interest among researchers. This development may provide a better alternative to the conventional contact-based methods, as it promises a convenient and contactless long term vital sign monitoring solution that doesn't restrict personal mobility. This paper introduces an effective approach towards monitoring heart rate (HR) from facial videos using an RGB camera in wild practical scenarios. The proposed approach introduces the face symmetry-based quality scoring, which is an essential step to ensure quality face detection and avoid false face detections in videos captured in a practical scenario. Further, steps such as feature points generation for optimum masking and variational mode decomposition (VMD) based filtering assist in obtaining a signal dominated mainly by the HR component. Two publicly available datasets comprising the video signals at different frame rates collected from the subjects with diverse ethnicities and skin tones are used to access the performance of the technique. The proposed approach achieved a mean absolute error of 6.58 beats per minute (BPM) on the COHFACE (Good illumination) dataset class, 9.11 BPM on the COHFACE (Bad illumination) dataset class and 6.37 BPM on the DEAP dataset class outperforming some of the state-of-art methods affirming its effectiveness in the estimation of HR in more realistic scenarios.
最近的研究表明,通过放置在远处的RGB相机通过非接触式方式获取关键健康参数的可行性。随着成像技术的飞速发展,高质量的RGB摄像机越来越具有成本效益,基于摄像机的健康监测引起了研究人员的极大兴趣。这一发展可能为传统的基于接触的方法提供更好的替代方案,因为它承诺提供一种方便和非接触的长期生命体征监测解决方案,不会限制个人的行动能力。本文介绍了一种在野外实际场景中使用RGB相机从面部视频中监测心率的有效方法。该方法引入了基于人脸对称性的质量评分,这是确保在实际场景中捕获的视频中进行高质量人脸检测和避免虚假人脸检测的关键步骤。此外,用于最佳掩蔽的特征点生成和基于变分模态分解(VMD)的滤波等步骤有助于获得主要由HR分量主导的信号。使用两个公开可用的数据集,包括从不同种族和肤色的受试者收集的不同帧速率的视频信号,以访问该技术的性能。所提出的方法在COHFACE(光照良好)数据集类上的平均绝对误差为6.58次/分钟(BPM),在COHFACE(光照不足)数据集类上的平均绝对误差为9.11次/分钟,在DEAP数据集类上的平均绝对误差为6.37次/分钟,优于一些最先进的方法,证实了其在更现实的场景中估计HR的有效性。
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引用次数: 5
Coupling Length Analysis by Using Three Strips for Compact Design of Photonic Waveguide in Photonic Integrated Circuit 光子集成电路中光子波导紧凑型设计中的三条带耦合长度分析
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530121
Veer Chandra, Santosh Kumar, Rakesh Ranjan
Development of compact photonic waveguide makes the possibility to design very dense photonic integrated circuits by using complex design structure. Conversely, compact photonic waveguide requires high coupling length between the neighboring photonic waveguides to avoid crosstalk between them. Some recent research demonstrated that to increase the coupling length between adjacent photonic waveguides, one can use the strips between them. In the current work, our focus is to obtain higher coupling length with reduced separation between the adjacent waveguides. By using three uniform silicon strips, the maximum coupling length of 3029µm has been achieved for the end-to-end separation between photonic waveguides of 300 μm. The obtained result is higher than previously reported values at the same separation of photonic waveguides. Higher coupling length is beneficial to design many compact photonic devices such as splitter, photonic switches, etc.
紧凑光子波导的发展使得利用复杂的设计结构设计非常密集的光子集成电路成为可能。紧凑型光子波导则要求相邻光子波导之间具有较高的耦合长度,以避免相邻光子波导之间的串扰。最近的一些研究表明,为了增加相邻光子波导之间的耦合长度,可以使用它们之间的条带。在目前的工作中,我们的重点是在减少相邻波导之间的分离的情况下获得更高的耦合长度。采用3条均匀硅条,光子波导端到端间距为300 μm时,最大耦合长度为3029µm。所得结果比先前报道的相同光子波导间距下的数值要高。较高的耦合长度有利于设计许多紧凑的光子器件,如分光器、光子开关等。
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引用次数: 0
期刊
2021 National Conference on Communications (NCC)
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