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2021 National Conference on Communications (NCC)最新文献

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A Compact Reconfigurable Slot-Loaded Printed Antenna for Future Wireless Applications 一种用于未来无线应用的紧凑型可重构槽加载印刷天线
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530148
Divyanshu Bhardwai, A. Bhattacharya, Bidisha Dasgupta
In this article, one new frequency reconfigurable antenna is presented. The antenna geometry comprises an annular ring shaped slot loaded rectangular patch antenna and two p-i-n diode switches. The antenna operates over 2.4 – 8.4 GHz (S band, C band, and partially in X band). The frequency hopping over the mentioned bandwidth is possible by changing switching p-i-n diode states. The proposed antenna can be used for future wireless applications such as an electromagnetic sensor for 5G and also for Cognitive Radio applications.
本文提出了一种新的频率可重构天线。天线几何结构包括环形槽加载矩形贴片天线和两个p-i-n二极管开关。天线工作在2.4 - 8.4 GHz (S波段,C波段和部分X波段)。通过改变开关p-i-n二极管的状态,可以实现上述带宽上的跳频。该天线可用于未来的无线应用,如用于5G的电磁传感器,也可用于认知无线电应用。
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引用次数: 1
DeepSCT: Deep Learning Based Self Correcting Object Tracking Mechanism DeepSCT:基于深度学习的自校正对象跟踪机制
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530080
Khush Agrawal, Rohit Lal, Himanshu Patil, Surender Kannaiyan, Deep Gupta
This paper presents a novel mechanism, DeepSCT, to handle the long-term object tracking problem in Computer Vision. The paper builds around the premise that the classical tracking algorithms can handle short-term tracking problems efficiently; however, they fail in the case of long-term tracking due to several environmental disturbances like occlusion and out-of-frame going targets. The relatively newer Deep Learning based trackers have higher efficacy but suffer from working in real-time on low-end hardware. We try to fuse the two methods in a unique way such that the resulting algorithm has higher efficiency and accuracy simultaneously. We present a modular mechanism, which can accommodate improvements in its sub-blocks. The algorithm was tested on the VisDrone-SOT2019 dataset for a person tracking task. We quantitatively and qualitatively show that DeepSCT significantly improved classical algorithms' performance in short-term and long-term tracking problems.
本文提出了一种新的机制——深度sct来处理计算机视觉中的长期目标跟踪问题。本文建立在经典跟踪算法能够有效处理短期跟踪问题的前提下;然而,由于一些环境干扰,如遮挡和帧外运动目标,它们在长期跟踪的情况下失败。相对较新的基于深度学习的跟踪器具有更高的功效,但在低端硬件上无法实时工作。我们试图以一种独特的方式融合这两种方法,使所得到的算法同时具有更高的效率和准确性。我们提出了一种模块化机制,它可以适应子模块的改进。该算法在一个人跟踪任务的VisDrone-SOT2019数据集上进行了测试。我们定量和定性地表明,深度sct在短期和长期跟踪问题上显著提高了经典算法的性能。
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引用次数: 2
Performance of Two Stage Cooperative NOMA Transmission for Full-Efficient Three User Network 全高效三用户网络两级协同NOMA传输性能研究
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530127
Ankur Bansal, Sudhakar Modem
In this paper, we investigate the performance of three user network with two-stage non-orthogonal multiple access (NOMA) scheme. In particular, the outage performance is analyzed by considering full efficiency information transmission protocol, where each user receives its own data symbol in every slot. We investigate outage performance metric at each user, and obtained closed-form expressions. Moreover, a novel fragmental outage probability at near users is evaluated, which is useful for obtaining optimum NOMA power allocation coefficients. The results demonstrate that the considered scheme outperform conventional NOMA and optimal NOMA parameter selection maximizes the system performance. Simulation results corroborate the derived analytical expressions.
本文研究了采用两阶段非正交多址(NOMA)方案的三用户网络的性能。特别考虑了每个用户在每个时隙中接收自己的数据符号的全效率信息传输协议,对中断性能进行了分析。研究了每个用户的停机性能指标,得到了封闭表达式。此外,本文还评估了一种新的近用户断片停电概率,这有助于获得最佳的NOMA功率分配系数。结果表明,所考虑的方案优于传统的NOMA,最优的NOMA参数选择使系统性能最大化。仿真结果证实了推导出的解析表达式。
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引用次数: 0
Mode Analysis of AlGaAs Based Hybrid Metal Insulator Plasmonic Waveguide with Nanoscale Confinement 纳米尺度约束AlGaAs基混合金属绝缘体等离子波导模式分析
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530139
Santosh Kumar, Pintu Kumar, Rakesh Ranjan
An aluminum gallium arsenide (AlGaAs) based hybrid metal insulator plasmonic waveguide (HMIPW) has been investigated to analyze the optical properties of fundamental and higher order modes, such as real part of effective index, normalized effective mode area, and propagation length at 1550 nm of wavelength. The modal investigations have been done by varying the thicknesses of high index, low-index, and metal regions. The propagation length, up to 480 µm has been achieved, for the fundamental mode propagation. The multi-mode analysis presented in the current work can be extended for the analysis of biosensors, multimode interferometer, high speed optical signal processing, etc.
研究了基于砷化铝镓(AlGaAs)的混合金属绝缘体等离子体波导(HMIPW),分析了其基阶和高阶模的光学特性,如有效折射率的实部、归一化有效模面积和在1550 nm波长处的传播长度。模态研究是通过改变高指数、低指数和金属区域的厚度来完成的。基模传输的传输长度可达480µm。本文提出的多模分析方法可以推广到生物传感器、多模干涉仪、高速光信号处理等领域的分析。
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引用次数: 0
Detection of Speech Overlapped with Low-Energy Music using Pyknograms 利用核图检测低能量音乐语音重叠
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530150
Mrinmoy Bhattacharjee, S. Prasanna, P. Guha
Detection of speech overlapped with music is a challenging task. This work deals with discriminating clean speech from speech overlapped with low-energy music. The overlapped signals are generated synthetically. An enhanced spectrogram representation called Pyknogram has been explored for the current task. Pyknograms have been previously used in overlapped speech detection. The classification is performed using a neural network that is designed with only convolutional layers. The performance of Pyknograms at various high SNR levels is compared with that of discrete fourier transform based spectrograms. The classification system is benchmarked on three publicly available datasets, viz., GTZAN, Scheirer-slaney and MUSAN. The Pyknogram representation with the fully convolutional classifier performs well, both individually and in combination with spectrograms.
语音与音乐重叠的检测是一项具有挑战性的任务。这项工作涉及区分干净的语音和与低能量音乐重叠的语音。对重叠信号进行合成。一种称为Pyknogram的增强谱图表示已被用于当前任务。pypygraph先前已用于重叠语音检测。分类是使用仅设计有卷积层的神经网络来执行的。并与基于离散傅立叶变换的谱图在各种高信噪比下的性能进行了比较。该分类系统以三个公开可用的数据集为基准,即GTZAN, Scheirer-slaney和MUSAN。具有全卷积分类器的Pyknogram表示无论单独使用还是与谱图结合使用都表现良好。
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引用次数: 1
A Spectral Variation Function for Variable Time-Scale Modification of Speech 语音变时标修正的谱变函数
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530088
P. Kachare, P. C. Pandey
Spectral variation function is used to detect salient segments (segments with sharp spectral transitions). It is calculated from cosine of the angle between the averaged feature vectors of the adjacent segments. A modified version of this function is presented for variable time-scale modification of the speech signal. It uses the magnitude spectrum smoothed by auditory critical band filters and a small offset in the normalization for the angle cosine. Test results showed that the modified function detects spectral saliencies and does not have spurious peaks. It is applied for variable time-scale modification without altering the overall duration. Listening tests showed significantly better speech quality for processing using the modified function.
光谱变化函数用于检测显著段(具有尖锐光谱过渡的段)。它是由相邻段的平均特征向量之间的夹角的余弦计算得到的。针对语音信号的可变时间尺度修改,提出了该函数的改进版本。它使用由听觉临界带滤波器平滑的幅度谱和角余弦归一化的小偏移。测试结果表明,改进后的函数可以检测到光谱的显著性,并且没有假峰。它适用于不改变总持续时间的可变时间尺度修改。听力测试显示,使用修改后的功能处理的语音质量明显更好。
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引用次数: 0
Optimized Bio-inspired Spiking Neural Models based Anatomical and Functional Neurological Image Fusion in NSST Domain 基于NSST域解剖与功能神经图像融合的生物激发脉冲神经模型优化
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530038
M. Das, Deep Gupta, P. Radeva, Ashwini M. Bakde
Fusion of complementary anatomical and functional information present in multi-modal medical images provides improved visualization of various bodily structures and assists radiologist to infer more factual diagnostic interpretations. Inspired by the neuronal assemblies of mammal's visual cortex, spiking neural models such as dual-channel pulse coupled neural network (DCPCNN) and coupled neural P (CNP) system efficiently extract and integrate complementary information present in the source images. But, these models have various free parameters which are set using hit and trial approach in most of the conventional fusion methods. This paper presents an optimized multi-modal medical image fusion method in non-subsampled sheartlet transform (NSST) domain wherein the free parameters of both DCPCNN and CNP system are optimized using multi-objective grey wolf optimization (MOGWO). Extensive experiments are performed on various anatomical-functional images. Subjective and objective result analysis indicate that the proposed method effectively fuse important diagnostic information of the source images and also outperforms other state of the art fusion methods.
融合多模态医学图像中存在的互补解剖和功能信息,可以改善各种身体结构的可视化,并帮助放射科医生推断出更真实的诊断解释。受哺乳动物视觉皮层神经元组合的启发,双通道脉冲耦合神经网络(DCPCNN)和耦合神经P (CNP)系统等脉冲神经模型可以有效地提取和整合源图像中的互补信息。但是,这些模型具有各种各样的自由参数,而这些参数在大多数传统的聚变方法中都是采用命中试验的方法来设定的。本文提出了一种优化的非下采样sheartlet变换(NSST)域的多模态医学图像融合方法,该方法采用多目标灰狼优化(MOGWO)方法对DCPCNN和CNP系统的自由参数进行优化。广泛的实验进行了各种解剖功能图像。主观和客观结果分析表明,该方法能有效地融合源图像的重要诊断信息,并优于现有的融合方法。
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引用次数: 1
[Copyright notice] (版权)
Pub Date : 2021-07-27 DOI: 10.1109/ncc52529.2021.9530019
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引用次数: 0
Commitment over Compound Binary Symmetric Channels 复合二进制对称信道上的承诺
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530060
Anuj Kumar Yadav, Manideep Mamindlapally, Amitalok J. Budkuley, M. Mishra
In the commitment problem, two mutually distrustful parties Alice and Bob interact in a two-phase protocol, viz., commit and reveal phase, to achieve commitment over a bit string that Alice possesses. The protocol successfully achieves commitment if, firstly, Alice can commit to sharing a string with Bob, with the guarantee that this string remains hidden from Bob until she chooses to reveal it to him. Secondly, when Alice does reveal a string, Bob is able to detect precisely whether the revealed string is different from the one Alice committed to sharing. Information-theoretically secure commitment is impossible if Alice and Bob communicate only noiselessly; however, communication using a noisy channel can be a resource to realize commitment. Even though a noisy channel may be available, it is possible that the corresponding channel law is imprecisely known or poorly characterized. We define and study a compound-binary symmetric channel (compound-BSC) which models such a scenario. A compound-BSC is a BSC whose transition probability is fixed but unknown to either party; the set of potential values which this transition probability can take, though, is known to both parties a priori. In this work, we completely characterize the maximum commitment throughput or commitment capacity of a compound-BSC. We provide an optimal, computationally-efficient scheme for our achievability, and we derive a converse for general alphabet compound DMCs, which is then specialized for compound-BSCs.
在承诺问题中,两个互不信任的当事方Alice和Bob在两阶段协议中进行交互,即提交和披露阶段,以对Alice拥有的位串进行承诺。协议成功实现承诺的条件是,首先,Alice可以承诺与Bob共享一个字符串,并保证在她选择向Bob透露这个字符串之前,这个字符串对Bob是隐藏的。其次,当Alice透露一个字符串时,Bob能够准确地检测出所透露的字符串是否与Alice承诺共享的字符串不同。如果Alice和Bob只进行无噪声通信,信息理论上安全的承诺是不可能的;然而,使用噪声信道的通信可以成为实现承诺的一种资源。即使存在有噪声的信道,也有可能不精确地知道相应的信道规律或描述不清。我们定义并研究了一种模拟这种情况的复合二进制对称信道(compound-BSC)。复合型平衡计分卡是一种转移概率固定但双方都不知道的平衡计分卡;然而,这种转移概率所能取的潜在值的集合是双方先验地知道的。在这项工作中,我们完整地描述了复合平衡计分卡的最大承诺吞吐量或承诺容量。我们为我们的可实现性提供了一个最优的,计算效率高的方案,并且我们推导了一般字母复合dmc的反转,然后专门用于复合bscs。
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引用次数: 5
An All-Digital Wideband OFDM-based Frequency-hopping System using RF Sampling Data Converters 基于射频采样数据转换器的全数字宽带ofdm跳频系统
Pub Date : 2021-07-27 DOI: 10.1109/NCC52529.2021.9530022
A. Bora, Tourangbam Harishore Singh, Po-Tsang Huang
Traditionally, a wideband frequency hopping spread-spectrum (FHSS) system involves the use of analog mixers and oscillators for hopping the baseband signal to different higher frequencies. Such typical heterodyne receiver architectures have higher cost and form factors. Motivated by the recent development of direct radio-frequency (RF) data converters, this paper proposes an all-digital wideband orthogonal frequency division multiplexing (OFDM) based FHSS system using an RF direct sampling receiver architecture. The frequency-hopping is done in a two-stage process, with one at the baseband and the other at the carrier frequency to make it robust from any malicious attacks in the form of eavesdropping and jamming. The all-digital process of RF signal generation and detection in the system is verified over-the-air by using the RF sampling data converters of the Xilinx Ultrascale ZCU111 RFSoC board and Qorvo RF front-end. Later, a simulated bit error rate (BER) analysis of the system under a slow-fading channel and pilot-based channel estimation is carried out, which shows comparable performance with that of an analog FHSS system at radio frequencies.
传统上,宽带跳频扩频(FHSS)系统包括使用模拟混频器和振荡器将基带信号跳到不同的更高频率。这种典型的外差接收机架构具有较高的成本和外形因素。摘要针对直接射频(RF)数据转换器的最新发展,提出了一种基于全数字宽带正交频分复用(OFDM)的FHSS系统,该系统采用射频直接采样接收器结构。跳频过程分为两个阶段,一个在基带,另一个在载波频率,以使其免受任何以窃听和干扰形式的恶意攻击。利用Xilinx Ultrascale ZCU111 RFSoC板的射频采样数据转换器和Qorvo射频前端,对系统中射频信号产生和检测的全数字化过程进行了空中验证。然后,对系统在慢衰落信道和基于导频信道估计条件下的误码率进行了仿真分析,结果表明,系统在无线电频率下的性能与模拟FHSS系统相当。
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引用次数: 2
期刊
2021 National Conference on Communications (NCC)
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