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2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET)最新文献

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A Low Power Clock Gated Median Filter for Gray Level Images 用于灰度图像的低功耗时钟门控中值滤波器
A. V, U. S, Obulianand V., Sameeha Banu H., S. S
Based on a sorting network, the proposed approximate median filters (APMF) produce acceptable image quality on low-cost hardware. A specialized comparator is being developed to increase the noise-elimination capabilities of such filters. The inexact median filters (IMF) have a regular and modular architecture. Further, to reduce the power consumed by digital systems clock gating is employed. Clock with a View Into the Future Gating is a unique way of computing each FF's clock enabling signals one cycle ahead of time, based on the current cycle data of the FFs it depends on. By allocating a whole clock cycle for the computation of the enabling signals and their propagation, it avoids the strict timing constraints of adaptive geometric features-based filtering (AGFF) and data-driven. In addition, to give a better assessment of intrinsic mode filter (IMF) performance, a novel error evaluation approach based on a histogram-based error dispersion plot was presented. The proposed filter is effective in terms of power, area, and speed, according to simulation findings. The filter's output quality is comparable to that of a precise filter, despite the trade- off between filtering precision and circuit features. In addition, the deterioration is almost unnoticeable to the naked eye. When the clock power is reduced, the entire system's power is reduced as well.
基于分类网络,所提出的近似中值滤波器(APMF)在低成本硬件上产生可接受的图像质量。目前正在研制一种专门的比较器,以提高这种滤波器的消噪能力。非精确中值滤波器(IMF)具有规则的模块化结构。此外,为了降低数字系统的功耗,采用了时钟门控。展望未来的时钟门控是一种独特的方法,可以根据FF所依赖的当前周期数据,提前一个周期计算每个FF的时钟使能信号。通过分配一个完整的时钟周期来计算使能信号及其传播,它避免了自适应几何特征滤波(AGFF)和数据驱动的严格时间约束。此外,为了更好地评估内禀模式滤波器(IMF)的性能,提出了一种基于直方图的误差色散图的误差评估方法。仿真结果表明,所提出的滤波器在功率、面积和速度方面都是有效的。尽管在滤波精度和电路特性之间进行了权衡,但该滤波器的输出质量可与精密滤波器相媲美。此外,这种恶化几乎是肉眼无法察觉的。当时钟功率降低时,整个系统的功率也会降低。
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引用次数: 1
Implementation of Modified SFO Algorithm to Enhance QoS in Wireless Mobile Adhoc Networks for IoT Applications 改进SFO算法在物联网应用无线移动自组网中提高QoS的实现
Satyanarayana Pamarthi, N. R.
Adhoc networks are becoming a new wireless networking technology built for mobile hosts that are becoming more popular. Instead of relying on fixed infrastructure, ad hoc networks, as opposed to standard mobile wireless networks, are completely mobile. In this paper, we introduce a security mechanism in which packets are encoded and decoded using an arbitrary method selection scheme. The recommended model's functionality is assessed, and it is discovered that there was no reduction in control overhead, however a little delay has been introduced as a result of the authentication approach. Our outcome is that the recommended security architecture will function well for heavily loaded systems with a high mobility and that it may be updated to include other cryptographic algorithms in future versions. Ultimately, the quantitative analysis is carried out, where for the instance of length of the character set to 100; the suggested modified SFO ultimately outperformed to those already in use, with cost function being 22 % significantly greater than available PSO, 20% significantly bigger than available GWO, 19% significantly greater than available WOA as well as 21 % bigger than available SFO. The comparison study with conventional models confirms the suggested model's gives effective performance in terms of dissimilar analysis.
Adhoc网络正在成为一种新的无线网络技术,为越来越受欢迎的移动主机而构建。与标准的移动无线网络不同,特设网络完全是可移动的,而不是依赖于固定的基础设施。在本文中,我们引入了一种使用任意方法选择方案对数据包进行编码和解码的安全机制。对推荐的模型的功能进行了评估,发现没有减少控制开销,但是由于身份验证方法而引入了一点延迟。我们的结果是,推荐的安全体系结构将很好地适用于具有高移动性的高负载系统,并且可能会对其进行更新,以便在未来的版本中包含其他加密算法。最后进行定量分析,其中以字符集长度为100为例;建议的改进SFO最终优于已经使用的SFO,其成本函数比可用的PSO显著大22%,比可用的GWO显著大20%,比可用的WOA显著大19%,比可用的SFO显著大21%。通过与传统模型的对比研究,证实了该模型在差异性分析方面具有较好的性能。
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引用次数: 0
Determining the Effect of Correlation between Asthma/Gross Domestic Product and Air Pollution 确定哮喘/国内生产总值与空气污染相关性的影响
Aditya Narayan S., Aditya Nair, V. S.
Air pollution, Asthma, and Gross Domestic Product (GDP) are very important indicators to human life and development and it has been found that air pollution has a big effect on the latter two. In this paper, we find the correlation factor and to what extent air pollution has an effect on those two. For this, we chose 20 American states, handpicked the ones having unique features with respect to pollution levels, asthma cases, GDP numbers, and the datasets for the past 20 years of each state were taken. We chose 6 toxic pollutants, namely PM2.5, Carbon Monoxide, Sulfur Dioxide, PM10, Ozone, and Nitrogen Dioxide with each dataset including daily readings of these pollutants for the past 20 years in each state. The idea behind our model is to use all these data and find the extent to which air pollution is related to the asthma cases and the GDP of a state. For this, we use 4 models, namely Neural Network (NN), Random Forest (RFC), Support Vector Machines (SVM) and K-Nearest Neighbors (KNN). We use metrics like Root Mean Square Error (RMSE), Mean Absolute Error (MAE) and R-Squared to evaluate our results. We observed a positive correlation between rates of asthma and GDP and pollution data. NN gave the best prediction accuracy especially for GDP (Average: 76%) followed closely by SVM. SVM's also had the least MAE while RFC had the least RMSE.
空气污染、哮喘和国内生产总值(GDP)是人类生活和发展的重要指标,研究发现空气污染对后两者的影响很大。在本文中,我们找到了相关因素和空气污染对两者的影响程度。为此,我们选择了美国20个州,精心挑选了那些在污染水平、哮喘病例、GDP数字方面具有独特特征的州,并获取了每个州过去20年的数据集。我们选择了6种有毒污染物,即PM2.5、一氧化碳、二氧化硫、PM10、臭氧和二氧化氮,每个数据集包括每个州过去20年这些污染物的每日读数。我们的模型背后的想法是利用所有这些数据,找出空气污染与哮喘病例和一个州的GDP之间的关系。为此,我们使用了4种模型,即神经网络(NN)、随机森林(RFC)、支持向量机(SVM)和k近邻(KNN)。我们使用诸如均方根误差(RMSE),平均绝对误差(MAE)和r平方等指标来评估我们的结果。我们观察到哮喘发病率与GDP和污染数据呈正相关。NN给出了最好的预测精度,特别是对GDP(平均:76%),紧随其后的是SVM。SVM的MAE最小,RFC的RMSE最小。
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引用次数: 0
Virtual Lab Assistant with Live-Monitoring System 带有实时监控系统的虚拟实验室助手
Ashwath Palaniappan T., Ilavarasan S., R. T, N. Ravi
The pandemic situation has greatly affected normal working in various sectors. One of the affected sectors is education. Due to online meeting platforms, there was not much difficulty in conducting theory classes. But the real challenge was conducting the lab classes and exams. We take up the problem of conducting computer programming assessment in online mode. One may argue that computer systems and handheld devices are common nowadays, and there are not many hurdles in handling lab sessions. But conducting a fair assessment is a challenging task. We propose a novel virtual platform with monitoring features to facilitate a smooth assessment. Our platform detects the student's face and verifies if there is any proxy. Further, the platform sends the student's image to the examiner for verification. Our platform detects the number of faces within the camera frame. We include modules to detect if the student uses a mobile phone during the examination. The trained model will be deployed in tensorflow workspace which can be easily integrated into the platform as an API and we have verified the efficiency of the model. We observe a 1.47 loss value, which shows the efficiency and feasibility of our proposed model.
疫情严重影响了各部门的正常工作。受影响的部门之一是教育。由于网络会议平台的存在,理论课的开展并没有太大的困难。但真正的挑战是进行实验课和考试。我们讨论了以在线方式进行计算机编程评估的问题。有人可能会争辩说,计算机系统和手持设备现在很普遍,在处理实验会议方面没有太多障碍。但是进行公平的评估是一项具有挑战性的任务。我们提出了一个具有监控功能的新型虚拟平台,以促进顺利的评估。我们的平台检测学生的脸,并验证是否有代理。此外,该平台将学生的图像发送给考官进行验证。我们的平台检测相机帧内的人脸数量。我们包括检测学生在考试中是否使用手机的模块。训练后的模型将部署在tensorflow工作空间中,该工作空间可以很容易地作为API集成到平台中,并且我们已经验证了模型的效率。我们观察到损失值为1.47,表明了我们提出的模型的有效性和可行性。
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引用次数: 0
SAR ADC - Binary Search Algorithm for Highly Encrypted Wearable Medical Devices Used in Hostile Environment 敌对环境下高度加密可穿戴医疗设备的SAR ADC二叉搜索算法
T. Esther, Rani D. Garcia Nirmala, S. Rajaram, J.E. Moshe Dayan
Wearable and implantable medical devices are revolutionizing health-care today with lab-on-a-chip technologies because they can register a wide range of physiological and environmental parameters. Implantable Medical Devices (IMDs) and Wearable Medical Devices (WMDs) with bio-sensors have modernized the way high-quality, safe health care is delivered. The wearable device is more readily available than IMDs and does not require additional installation expenditures. It is critical to find solutions for battery depletion, resolution, and data prevention in Wearable Medical Devices (WMDs). The purpose of this paper is to provide a strategy for overcoming current wearable technology challenges. SAR-ADC has a flexible binary search approach, good power efficiency, and high resolution, and the recommended system aids in wearable sensor node reconfigurability. Wearable Medical Devices could generate medical data and communicate it via wireless networks to a cloud-based system. During the data transfer to the cloud, the Man in the Middle will steal confidential medical information. Advanced Encryption Standard (AES) methods are active in Wireless Sensor Networks (WSNs) to safety net the data from loss or stealing of data. AES is a hardware-based encryption method that safeguards data from a variety of threats. As a result, the suggested system uses the AES algorithm to transform data that un-encrypted into encrypted data. The 128 bit AES algorithm was used with the XILINX 14.5 software, yielding a result of 7.528 ns minimum time and 296.8MHz frequency, with a throughput of 1.70 GB/s.
可穿戴和植入式医疗设备通过芯片实验室技术正在彻底改变当今的医疗保健,因为它们可以记录广泛的生理和环境参数。带有生物传感器的植入式医疗设备(imd)和可穿戴式医疗设备(wmd)使提供高质量、安全的医疗保健的方式现代化。这种可穿戴设备比imd更容易获得,而且不需要额外的安装费用。在可穿戴医疗设备(wmd)中,找到电池耗尽、分辨率和数据预防的解决方案至关重要。本文的目的是为克服当前可穿戴技术挑战提供一种策略。SAR-ADC具有灵活的二进制搜索方法、良好的功率效率和高分辨率,并且推荐的系统有助于可穿戴传感器节点的可重构性。可穿戴医疗设备可以生成医疗数据,并通过无线网络与基于云的系统进行通信。在数据传输到云端的过程中,中间人会窃取机密的医疗信息。高级加密标准AES (Advanced Encryption Standard, AES)技术在无线传感器网络(Wireless Sensor network, WSNs)中被广泛应用,以防止数据丢失或被窃取。AES是一种基于硬件的加密方法,可以保护数据免受各种威胁。因此,建议的系统使用AES算法将未加密的数据转换为加密的数据。在XILINX 14.5软件下使用128位AES算法,最小时间为7.528 ns,频率为296.8MHz,吞吐量为1.70 GB/s。
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引用次数: 0
Modelling of Sign Language Smart Glove Based on Bit Equivalent Implementation Using Flex Sensor 基于位等效实现的柔性传感器手语智能手套建模
Nitin Thoppey Muralidharan, R. S., Rohidh M. R., Senthil Nathan M., Harikumar M. E.
Breaks down boundaries and inspires creativity. These are just a few examples of how communication affects the world around us. Many successful people use this tremendous tool of communication to change the world, while others with disabilities in speech, hearing, or having multiple disabilities use sign language to change the world. However, the disadvantage of employing sign language is that not everyone would be able to understand it. To address this issue, a sensor-based system is proposed with five flex sensors put on five fingers as binary bits, yielding a total of 32 options in this study. In addition, this proposal includes two options for broadening the reach of terms. This proposed model eliminates the need for other types of sensors besides flex sensors, lowering production costs significantly. It is more accurate and efficient than vision-based approaches because it is sensor-based. Because of this project, people who do not understand sign language can communicate easily with people who have speech or hearing problems.
打破界限,激发创造力。这些只是交流如何影响我们周围世界的几个例子。许多成功人士使用这种巨大的沟通工具来改变世界,而其他有语言、听力障碍或多重残疾的人则使用手语来改变世界。然而,使用手语的缺点是不是每个人都能理解它。为了解决这个问题,本研究提出了一种基于传感器的系统,该系统将五个柔性传感器作为二进制位放在五个手指上,总共产生32个选项。此外,这项建议包括扩大条款范围的两种选择。该模型消除了除柔性传感器外对其他类型传感器的需求,显著降低了生产成本。它比基于视觉的方法更准确和有效,因为它是基于传感器的。由于这个项目,不懂手语的人可以很容易地与有语言或听力问题的人交流。
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引用次数: 1
Fairness Index Analysis of NOMA Over OMA System for B5G Applications B5G应用中NOMA Over OMA系统公平性指标分析
Srikamu C., Sirigineedi Sahithi, M. Gayathri, Kondapalli Krishna Spruha, K. S., Jayabharathy R.
Non-Orthogonal Multiple Access (NOMA) is one of the upsurging technologies for the Beyond 5G communication network that finds application in M2M, V2V, and connecting low-power IoT devices. NOMA exploits the multiplexing of signals in the power domain but with the same frequency. The conventional multiple access scheme is Orthogonal Multiple Access (OMA), whose performance is far less efficient when compared to NOMA. Fairness Index (FI) is one of the performance metrics that analyzes the quality of service offered by NOMA and OMA systems. In this paper, the Jain's Fairness Index (JFI) of the NOMA and OMA systems are analyzed with two users and then with more users. For the available bandwidth of 20 MHz with five users, the FI for NOMA is 0.9058, and that for OMA is 0.7087, ensuring the possibility of massive connections with the NOMA system.
非正交多址(NOMA)是超越5G通信网络的新兴技术之一,可用于M2M, V2V和连接低功耗物联网设备。NOMA利用功率域中相同频率的信号多路复用。传统的多址方案是正交多址(OMA),其性能远不如正交多址(OMA)。公平指数(FI)是分析NOMA和OMA系统提供的服务质量的性能指标之一。本文分析了两个用户和多个用户时NOMA和OMA系统的Jain公平性指数(JFI)。在5个用户的20mhz可用带宽下,NOMA的FI为0.9058,OMA的FI为0.7087,保证了与NOMA系统大量连接的可能性。
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引用次数: 2
Design of an Augmented Reality Based Platform with Hand Gesture Interfacing 基于增强现实的手势接口平台设计
Shyam Narayan Verma, A. K. Talukdar, K. K. Sarma
Augmented Reality (AR) is a young area that is rapidly developing. Its goal is to bring the virtual and real worlds together. By incorporating virtual things into our view of the actual world, AR aims to improve our experience of it. This paper introduces a new gesture controlled AR system, which performs hand gesture recognition using novel acquisition devices such as the Leap Motion and Kinect sensors. And using these devices, it is feasible to collect a highly thorough description of the hand posture, which is used to identify exact gestures. To recognize the executed gestures, an ad-hoc feature set based on the location and orientation of the fingertips is generated and inputted into a Random Forest classifier. In order to increase recognition performance, a collection of features is taken from the depth computed by the Kinect and coupled with the Leap Motion ones and a recognition rate around 81 % is achieved. And those gestures are interfaced with the Unity 3D in order to implement a hand gesture based human machine interaction system.
增强现实(AR)是一个快速发展的年轻领域。它的目标是将虚拟世界和现实世界结合在一起。通过将虚拟事物融入我们对现实世界的看法,增强现实旨在改善我们对现实世界的体验。本文介绍了一种新的手势控制AR系统,该系统使用Leap Motion和Kinect传感器等新型采集设备进行手势识别。使用这些设备,收集手部姿势的高度全面的描述是可行的,这些描述用于识别准确的手势。为了识别执行的手势,基于指尖的位置和方向生成一个特别的特征集,并将其输入到随机森林分类器中。为了提高识别性能,从Kinect计算的深度中提取了一系列特征,并与Leap Motion的特征相结合,达到了81%左右的识别率。这些手势与Unity 3D接口以实现基于手势的人机交互系统。
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引用次数: 1
A Novel UWB Micro Strip Stacked Antenna 一种新型超宽带微带叠加天线
A. Anand, A. Utsav, Amit Abhishek, R. Priya
A stacked microstrip patch antenna using a microstrip feed line for UWB functions has been proposed in this paper. By using two different substrate for assigning the property of stack FR4 and Rogers RT/duroid 5880 with a dielectric constant (εr) of 4.4 and 2.2, respectively, with a gap of 1.5 mm, is assigned. Overall antenna dimensions are 27 mm × 30 mm × 4.7 mm. The concept of EM coupling means that the conduction occurs so that proper matching is desired in this antenna. Multiple slots increase the flow of conductivity in different regions. The simulated results show the bandwidth (B.W) obtained at 3.34 - 4.42 GHz, 6.0012.56GHz GHz with a gain ranging from 4.5 to 8 dB. Throughout this entire region, the proposed antenna provides $mathrm{S}_{11} < -10$ dB.
本文提出了一种利用微带馈线实现超宽带功能的叠层微带贴片天线。利用两种不同的衬底分别对介电常数(εr)为4.4和2.2、间隙为1.5 mm的堆叠FR4和Rogers RT/duroid 5880进行了属性赋值。天线整体尺寸为27mm × 30mm × 4.7 mm。电磁耦合的概念是指在这种天线中发生传导,因此需要适当的匹配。多个槽增加了不同区域的导电性流动。仿真结果表明,在3.34 ~ 4.42 GHz、6.0012.56GHz频段获得的带宽B.W,增益范围为4.5 ~ 8 dB。在整个区域内,所提出的天线提供$ mathm {S}_{11} < -10$ dB。
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引用次数: 0
Smart Reconfigurable Intelligent Surface with Discrete Phase Shifter for Next Generation Networks 面向下一代网络的具有离散移相器的智能可重构智能表面
A. S., H. Jadhav, V. Kumaravelu, F. R. C. Soria, Md. Shohel Sayeed, Arthi Murugadass
The wireless communication field is growing tremendously. To achieve the key requirements of future wireless networks, reconfigurable intelligent surface (RIS) assisted communication is a new research direction. RIS consists of more passive reflectors, and it can direct the signal towards the desired user by adjusting the phase shift of passive elements, hence signal-to-noise ratio (SNR) can be improved. The ideal RIS can compensate the channel effects completely. Practically, the compensation of each and every phase of RIS elements is very difficult. In this work, an algorithm for intelligent discrete phase shifter assisted RIS is developed. The proposed algorithm is tested with one-bit and two-bit discrete phase shifters. Discrete phase shifter maps the required phase of RIS elements to discrete phase levels and steers the beam. Through simulations, it is observed that the increase in discrete phase levels and RIS elements offers performance similar to ideal RIS assisted communication.
无线通信领域正在飞速发展。为了实现未来无线网络的关键要求,可重构智能表面(RIS)辅助通信是一个新的研究方向。RIS由更多的无源反射器组成,它可以通过调节无源元件的相移将信号引导到期望的用户,从而提高信噪比。理想的RIS可以完全补偿信道效应。在实际应用中,RIS单元各相位的补偿是非常困难的。本文提出了一种智能离散移相器辅助的RIS算法。用1位和2位离散移相器对该算法进行了测试。离散移相器将RIS元件所需的相位映射到离散相位电平并引导波束。通过仿真,可以观察到离散相位电平和RIS元素的增加提供了类似于理想的RIS辅助通信的性能。
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引用次数: 0
期刊
2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET)
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