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2022 IEEE International Conference on Signal Processing and Communications (SPCOM)最新文献

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Capacity Analysis of Millimeter-Wave Fading Interference Channels with Beam Misalignment 带波束失调的毫米波衰落干扰信道容量分析
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840796
Shajahan Kutty
Ergodic capacity of a point-to-point millimeter-wave (mmWave) communication link is significantly influenced by antenna gain. In this paper, the joint impact of beam misalignment, multi-user interference and small signal fading on the achievable capacity of mmWave beamformed point-to-point links is analyzed. The angular spread of rays constituting the non-line-of-sight mmWave multi-path cluster is accounted for while deriving the expression for achievable spectral efficiency (SE) of such links. The evaluation provides accurate bounds on achievable capacity due to the consideration of clustering phenomenon which is peculiar to millimeter wave signal propagation. Numerical evaluation reveals the dependence of achievable SE on the extent of beam misalignment, angular spread of multi-path rays and the number of interfering users, thus providing useful insights into the design of beamforming and beam tracking schemes for next generation wireless communication systems.
点对点毫米波通信链路的遍历容量受天线增益的显著影响。本文分析了波束失调、多用户干扰和小信号衰落对毫米波波束形成点对点链路可实现容量的共同影响。在推导这些链路的可实现的频谱效率(SE)表达式时,考虑了构成非视距毫米波多径集群的射线的角传播。由于考虑了毫米波信号传播所特有的聚类现象,该评价提供了精确的可达容量界限。数值计算揭示了可实现的SE与波束不对准程度、多径射线的角扩展和干扰用户数量的依赖关系,从而为下一代无线通信系统的波束形成和波束跟踪方案的设计提供了有用的见解。
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引用次数: 0
Significance of excitation source sequence information for Speaker Verification 激励源序列信息对说话人验证的意义
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840833
Ayush Agarwal, Jagabandhu Mishra, S. Prasanna
Automatic speaker verification (ASV) system is used to verify the speaker’s identity. Over the years, many spectral and excitation source features have successfully contributed to improving the performance of the ASV. In previous works, it has been shown that there is complementary information in the excitation sources. Due to the variation in the physiological structure across speakers, the generated excitation varies from speaker to speaker. In this work, we have performed a comparative study to analyze the extent of speaker signatures in each excitation source. The excitation sources over which comparison is made are epoch, weighted epoch, Hilbert envelope of linear prediction (LP) residual, residual phase, and Gaussian noise. The comparison with the Gaussian noise sequence shows that excitation sources considered noisy sequences have better speaker-specific information than the noise. Pearson correlation coefficient, structural similarity index measure (SSIM), and equal error rate (EER) were used as the metrics to evaluate the performances. The ASV performance is tested on TIMIT and IITG-MV datasets.
自动说话人验证(ASV)系统用于验证说话人的身份。多年来,许多光谱和激发源特征已经成功地改善了ASV的性能。在以前的工作中,已经证明激发源中存在互补信息。由于不同说话人的生理结构不同,产生的激励也因说话人而异。在这项工作中,我们进行了比较研究,以分析每个激励源的说话人签名的程度。进行比较的激励源有历元、加权历元、线性预测(LP)残差的希尔伯特包络线、残差相位和高斯噪声。与高斯噪声序列的比较表明,考虑噪声序列的激励源比噪声具有更好的说话人特异性信息。采用Pearson相关系数、结构相似指数(SSIM)和等错误率(EER)作为评价指标。在TIMIT和IITG-MV数据集上测试了ASV的性能。
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引用次数: 0
Upscaling HOA Signals using Order Recursive Matching Pursuit in Spherical Harmonics Domain 球面谐波域阶递归匹配跟踪对HOA信号的提升
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840759
Gyanajyoti Routray, S. K. Sahu, R. Hegde
Spatia1 sound acquisition in Higher-Order Ambisonics (HOA) is constrained by hardware complexity and storage space. In contrast, the low order ambisonics (B-format Signals) suffers from low spatial resolution. So it is worthwhile to acquire the sound at low order to reduce hardware complexity and storage requirement and upscale to a higher order while reproducing to improve the spatial resolution. In this work, a sparse framework is formulated that efficiently uses the Order Recursive Matching Pursuit (ORMP) algorithm for Multiple Measurement Vectors (MMV) to decompose the low-order encoded signal. Subsequently, the upscaled HOA signal is obtained from the decomposed low-order ambisonics to reproduce the spatial audio with high spatial resolution. The performance of the proposed upscaling method is evaluated using the metrics such as a Mean Square Error (MSE) in upscaled signals and error in the reproduced sound field. The subjective evaluation is carried out using a listening test and compared with state-of-art methods.
高阶双声系统(HOA)的空间声音采集受到硬件复杂度和存储空间的限制。相比之下,低阶双声信号(b格式信号)的空间分辨率较低。因此,在重放的同时,为了提高空间分辨率,在低阶采集声音以降低硬件复杂度和存储要求,并向高阶升级是值得的。在这项工作中,制定了一个稀疏框架,有效地使用多测量向量(MMV)的阶递归匹配追踪(ORMP)算法来分解低阶编码信号。然后,从分解后的低阶双声中获得放大后的HOA信号,以再现高空间分辨率的空间音频。利用升尺度信号的均方误差(MSE)和重放声场的误差等指标对该方法的性能进行了评价。主观评价是通过听力测试进行的,并与最先进的方法进行比较。
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引用次数: 0
Performance Analysis of Uplink NOMA-Assisted Full-Duplex Amplify-and-Forward CR Network 上行noma辅助全双工放大转发CR网络的性能分析
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840834
Shailendra Singh, M. Bansal
In this article, we propose and analyze a new non-orthogonal multiple access (NOMA) assisted full-duplex amplify-and-forward cooperative relaying (NOMA-assisted FACR) network. The uplink NOMA principle is used to forward message symbols by employing an amplify-and-forward relay working in full-duplex mode over Rayleigh fading channels. An approximate closed-form expression is derived for the outage probability of the presented model. The outage performance of the NOMA-assisted FACR is compared with the recently presented models. Moreover, the article also studies the impact of power allocation coefficients and detection threshold on outage performance. Simulations are carried out to verify the evaluated analytical results.
本文提出并分析了一种新的非正交多址(NOMA)辅助全双工放大转发协同中继(NOMA辅助FACR)网络。上行NOMA原理通过采用全双工模式的放大转发中继在瑞利衰落信道上转发消息符号。导出了该模型停机概率的近似封闭表达式。将noma辅助FACR的停机性能与最近提出的模型进行了比较。此外,本文还研究了功率分配系数和检测阈值对停电性能的影响。仿真验证了所评估的分析结果。
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引用次数: 0
Low-Complexity Blind Hybrid Beamforming for mmWave MIMO Reception 毫米波MIMO接收的低复杂度盲混合波束形成
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840807
Y. Vasavada, Aarushi Dhami, Jeffrey H. Reed, N. Shah
This paper presents a computationally simple scheme for hybrid beamforming at millimeter wave (mmWave). A uniform linear array (ULA) is used with a number of subarrays each comprising a subset of the ULA. A small number of subarray-level analog scanning beams are used to obtain an initial coarse estimation of the Direction of Arrival (DoA) of the incoming signal. One of the analog beams is selected by maximizing the average received signal power at the output of all the subarrays and its output is sent to a blind iterative digital beamformer operating at the baseband. The digital beamformer does not incur the signal power loss due to quantization of the digital domain beam scanning and its output is used to reorient the DoA of the selected analog beam to prevent the signal power loss at the output of the analog beam. We demonstrate through numerical analysis that our proposal performs close to the theoretical limits with a reduced complexity compared to the existing techniques in the literature.
本文提出了一种计算简单的毫米波混合波束形成方案。均匀线性阵列(ULA)与许多子阵列一起使用,每个子阵列由ULA的一个子集组成。少量的子阵列级模拟扫描波束被用来获得输入信号到达方向(DoA)的初始粗略估计。通过使所有子阵列输出端的平均接收信号功率最大化来选择其中一个模拟波束,并将其输出送到工作在基带的盲迭代数字波束形成器。该数字波束形成器不会由于对数字域波束扫描进行量化而产生信号功率损失,其输出用于重新定向所选模拟波束的DoA,以防止模拟波束输出处的信号功率损失。我们通过数值分析证明,与文献中的现有技术相比,我们的建议执行接近理论极限,降低了复杂性。
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引用次数: 0
Fast detection of sulcal regions for classification of Alzheimer’s disease and Mild Cognitive Impairment 快速检测脑沟区对阿尔茨海默病和轻度认知障碍的分类
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840785
Abhinav Dhere, Vikas Vazhayil, J. Sivaswamy
Alzheimer’s disease (AD) and Mild Cognitive Impairment (MCI) are neurogenerative impairments with similar symptoms and risk factors. Sulcal width and depth are known biomarkers for discriminating between AD and MCI. This paper presents a novel 2D image representation for a brain mesh surface, called a height map. The basic idea behind the height map is to represent the surface as a function of spherical coordinates of the mesh vertices. We present a method to derive a height map from a given neuroimage (MRI) and extract sulcal regions from the height map. We demonstrate the height map’s utility for classifying a given neuroimage into healthy, MCI and AD classes. Two approaches for extracting sulcal regions are explored. The proposed method is computationally light, and obtaining sulcal regions from a brain surface mesh takes about 24 seconds on a standard Intel i5-7200 CPU. The proposed method achieves 76.1% accuracy, and 76.3% F1-score for healthy, MCI, AD classification on a publicly available dataset.
阿尔茨海默病(AD)和轻度认知障碍(MCI)是具有相似症状和危险因素的神经再生障碍。沟宽和沟深是区分AD和MCI的已知生物标志物。本文提出了一种新的大脑网格表面的二维图像表示方法,称为高度图。高度图背后的基本思想是将表面表示为网格顶点的球坐标的函数。我们提出了一种方法,从给定的神经图像(MRI)中获得高度图,并从高度图中提取沟区。我们展示了高度图在将给定的神经图像分类为健康、轻度认知障碍和AD类别方面的实用性。探讨了两种提取沟区的方法。所提出的方法计算量小,在标准的Intel i5-7200 CPU上从脑表面网格获取脑沟区域大约需要24秒。该方法在公开数据集上的健康、MCI、AD分类准确率为76.1%,f1得分为76.3%。
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引用次数: 1
Significance of Filterbank Structure for Capturing Dysarthric Information through Cepstral Coefficients 滤波器组结构对通过倒谱系数捕获异常信息的意义
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840837
Laxmi Priya Sahu, G. Pradhan
The short-term Fourier transform magnitude spectra (STFT-MS) computed from the dysarthric speech deviates nonlinearly from the normal speech in different frequency bands depending on underlying sound units. This discriminating information can be captured by segmenting the STFT-MS into different frequency bands following the power spectra of board categories of sound units. Motivated by this observation in this study, we have computed the cepstral coefficients by analyzing the STFT-MS in 0–500 Hz, 500–2000 Hz, 2000–4000 Hz, and 4000 – 8000Hz, respectively for 16 kHz sampled speech data. Each of the selected frequency bands is analyzed by using a 30 channel Mel filterbank. The log filterbank energies computed for each sub-band are then polled together and discrete cosine transform (DCT) is applied to compute the cepstral coefficients, here termed as sub-band enhanced Mel frequency cepstral coefficients (SE-MFCC). The i-vector based dysarthric intelligibility assessment system reported in this study shows that the SEMFCC outperforms the conventional Mel frequency cepstral coefficients (MFCC), and the cepstral coefficients computed using inverse-Mel filterbank (IMFCC), and linear filterbank (LFCC). The score level combination of SE-MFCC with the MFCC further improves the overall performance.
短期傅里叶变换幅度谱(STFT-MS)计算从困难的语音在不同的频带非线性偏离正常的语音取决于底层的声音单位。这种鉴别信息可以通过将STFT-MS分割成不同的频带来捕获,这些频带是根据板类声音单元的功率谱划分的。基于这一观察结果,我们通过分析16 kHz采样语音数据在0-500 Hz、500-2000 Hz、2000-4000 Hz和4000 - 8000Hz的STFT-MS分别计算了倒谱系数。使用30通道Mel滤波器组对每个选定的频段进行分析。然后对每个子带计算的对数滤波器组能量进行轮询,并应用离散余弦变换(DCT)计算倒谱系数,这里称为子带增强Mel频率倒谱系数(SE-MFCC)。本研究中基于i向量的困难理解度评估系统表明,SEMFCC优于传统的Mel频率倒谱系数(MFCC),以及使用逆Mel滤波器组(IMFCC)和线性滤波器组(LFCC)计算的倒谱系数。SE-MFCC与MFCC的评分水平结合进一步提高了整体表现。
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引用次数: 0
Some Properties and Constructions of Weakly Self Dual LRCs 弱自对偶lrc的一些性质和构造
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840828
Deep Mukhopadhyay, K. Hansda, S. Bagchi
A code is called $(n, k, r, t)_{a}$ locally repairable code (LRC) if all the symbols (coordinates) of each codeword can be retrieved from at least t disjoint sets of at most r other symbols called repair sets (recover sets). In this work, we go through the properties of $(n, k, r, t)_{a}$ weakly self dual LRCs. We show that there is no weakly self dual LRC for $tgeq 2$. Moreover, we remark that the existence of $(n, k, r, t)_{a}$ weakly self dual LRC implies that the availability t of each symbol is strictly 1. Further, we furnish some constructions, via parity check matrix, of weakly self dual LRCs over different fields, some of which are also optimal against the Singleton-like bound. Finally, we also provide the existential criteria for $(n, k, r, t, x)_{a}$ weakly self dual LRCs having intersecting repair sets and propose a necessary condition for binary $(n, k, r, t, x)_{a}$ LRCs to be weakly self dual.
如果每个码字的所有符号(坐标)可以从至少t个不相交的集(最多r个称为修复集(恢复集)的其他符号)中检索到,则称为$(n, k, r, t)_{a}$局部可修复码(LRC)。在这项工作中,我们讨论了$(n, k, r, t)_{a}$弱自对偶lrc的性质。证明了$tgeq 2$不存在弱自对偶LRC。此外,我们注意到$(n, k, r, t)_{a}$弱自对偶LRC的存在意味着每个符号的可用性t严格为1。进一步,我们通过奇偶校验矩阵给出了不同域上弱自对偶lrc的一些构造,其中一些构造对于类单态界也是最优的。最后,我们还给出了具有相交修复集的$(n, k, r, t, x)_{a}$弱自对偶lrc的存在判据,并给出了二元$(n, k, r, t, x)_{a}$ lrc是弱自对偶的必要条件。
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引用次数: 1
Fluidically Reconfigurable SIW Based Self-Diplexing Antenna for Sub-6 GHz band Applications 基于流态可重构SIW的sub - 6ghz自双工天线
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840831
Mettu Goutham Reddy, N. C. Pradhan, S. S. Karthikeyan
This work describes a frequency switchable SIW based self-diplexing antenna (SDA) whose both bands can be controlled independently. Two orthogonal microstrip feed lines are employed to simulate the SIW resonator at two separate frequencies in the full-wave EM simulator (HFSS). Air-filled pockets are incorporated into the substrate to tune the antenna resonance frequency. The resonant frequencies can be independently tuned by changing the volume of the liquid-filled in each pocket. Simulated results show that the proposed antenna can be tuned from 3.56 to 4 and 4.4 to 5.05 GHz in the lower and higher frequency bands, respectively. The proposed antenna has peak gains of 5.04 dBi and 5.65 dBi with distilled water filled pockets. This antenna model has a simple design, good isolation, and reconfigurability compared to previous designs, which meets the growing need for RF device simplification and integration in WLAN, INSAT, and cable-free FOR3 applications.
本文描述了一种频率可切换的基于SIW的自双工天线(SDA),该天线的两个频段都可以独立控制。在全波电磁模拟器(HFSS)中,采用两条正交微带馈线在两个不同的频率下模拟SIW谐振腔。在基板中加入充气袋以调谐天线谐振频率。谐振频率可以通过改变每个口袋中填充的液体的体积来独立调节。仿真结果表明,该天线可在低频段3.56 ~ 4 GHz和高频段4.4 ~ 5.05 GHz范围内进行调谐。在蒸馏水填充的情况下,天线的峰值增益分别为5.04和5.65 dBi。与以前的设计相比,该天线模型具有设计简单,隔离性好和可重构性,可满足WLAN, INSAT和无电缆FOR3应用中日益增长的射频设备简化和集成需求。
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引用次数: 0
Frequency reconfigurable module aided multi-carrier communication through RIS 频率可重构模块通过RIS辅助多载波通信
Pub Date : 2022-07-11 DOI: 10.1109/SPCOM55316.2022.9840836
Shivani Dhok, Prabhat Kumar Sharma
In this paper, a frequency mixing and modulating controller (FMMC)-reconfigurable intelligent surfaces (RISs) based architecture is proposed or multi-carrier communication. We consider an RIS equipped with FMMC, which is capable of modulating the symbol to be transmitted using multiple frequencies over the carrier received from the base-station. This allows the transmission of multiple signals over multiple subcarriers, resulting in the communication scenario similar to conventional orthogonal frequency division multiplexing (OFDM). The possible application of the proposed architecture is also discussed.
本文提出了一种基于频混调制控制器(FMMC)-可重构智能曲面(RISs)的多载波通信体系结构。我们考虑配备FMMC的RIS,它能够在从基站接收的载波上使用多个频率调制要传输的符号。这允许在多个子载波上传输多个信号,从而产生类似于传统正交频分复用(OFDM)的通信场景。本文还讨论了所提出的体系结构的可能应用。
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引用次数: 0
期刊
2022 IEEE International Conference on Signal Processing and Communications (SPCOM)
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