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2022 2nd International Conference on Artificial Intelligence and Signal Processing (AISP)最新文献

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Enhance the Lifetime of PCM Memory by Reducing the Bit Flips 通过减少位翻转来提高PCM存储器的寿命
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760521
Bhukya Krishna Priya
Memory technology has been growing at a very fast rate in these past few years and the recent trend of replacing Volatile memories such as DRAM, with NonVolatile Memory (NVM) technologies such as Phase change Memory (PCM) and Spin Transfer Torque RAM(STT-RAM) is becoming more prevalent. But their drawback of not having a lifetime comparable to that of their Volatile counterparts, has still kept the idea of NVMs as cache, still a challenge. Apart from this, the information wm resist in the memory even though power is off and this may lead to data threats. Hence, to protect sensitive data, the Advanced Encryption Standard Counter Mode (AES-CTR) algorithm is used to encrypt the information, which is have a huge number of bit flips to be written on the memory. This paper deals with one such method to have the higher lifetime of NVM, namely PCM by having lesser the bit transitions to be written on the memory. The proposed architecture is implemented in Gem5 simulator and also synthesized and implemented using Xilinx ISE 14.7. The model has also been simulated using Parsec and iSim using standardized test vectors and the result shows that 5% improvement in lifetime is observed, 21% and 25% of the hardware components are utilized for read and write phase.
在过去的几年里,存储技术一直在以非常快的速度增长,最近的趋势是用非易失性存储器(NVM)技术(如相变存储器(PCM)和自旋传递扭矩RAM(STT-RAM))取代易失性存储器(如DRAM),这一趋势正变得越来越普遍。但是它们的缺点是寿命不能与Volatile相媲美,这使得nvm作为缓存的想法仍然是一个挑战。除此之外,即使电源关闭,信息也会在内存中抵抗,这可能导致数据威胁。因此,为了保护敏感数据,采用AES-CTR (Advanced Encryption Standard Counter Mode)算法对信息进行加密,这些信息有大量的位翻转需要写入内存。本文讨论了一种具有更高NVM寿命的方法,即PCM,通过减少写入存储器的位转换。所提出的架构在Gem5模拟器中实现,并使用Xilinx ISE 14.7进行合成和实现。采用标准化测试向量,利用Parsec和iSim对该模型进行了仿真,结果表明,该模型的使用寿命提高了5%,读写阶段分别利用了21%和25%的硬件组件。
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引用次数: 0
RF/Analog Parameters in DMG-FinFET for Channel Material Beyond Si 非硅通道材料DMG-FinFET的射频/模拟参数
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760589
R. Saha, B. Bhowmick, Srimata Baishya
Due to the requirement in recent years, the semiconductor industry have used the channel material beyond Silicon. In this paper, a dual material gate (DMG) FinFET is designed and two different channel materials like Ge and GaAs is considered in simulation. The transfer characteristic of DMG-FinFET is compared for two different channel materials like Ge and GaAs. A comparative analysis of RF/analog parameters like transconductance (gm), output conductance (gd), gate capacitance (CGG), intrinsic gain (gm/gd), cut off frequency (ft), and gain frequency product (GFP) is also discussed. Results show that Ge DMG-FinFET has higher value of Ion/Ioff. Investigation also reveals that Ge DMG-FinFET has higher value of gm, gain (gm/gd), and ft than GaAs DMG-FinFET in weak to moderate inversion region.
由于近年来的要求,半导体行业已经使用了硅以外的通道材料。本文设计了一种双材料栅极(DMG) FinFET,并在仿真中考虑了Ge和GaAs两种不同的通道材料。比较了锗和砷化镓两种不同通道材料下DMG-FinFET的传输特性。对射频/模拟参数如跨导(gm)、输出导(gd)、栅极电容(CGG)、固有增益(gm/gd)、截止频率(ft)和增益频率积(GFP)进行了比较分析。结果表明,Ge DMG-FinFET具有较高的Ion/Ioff值。研究还发现,在弱至中等反转区,Ge DMG-FinFET的gm、增益(gm/gd)和ft值均高于GaAs DMG-FinFET。
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引用次数: 1
Study on Recent Trends of Smart Wearable 智能可穿戴设备最新发展趋势研究
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760637
N. Anusha, B. P. Kumar, Lucky Agarwal
In this study, we reviewed on smart wearable to the external environment. Wearable devices are a significant topic in both marketable and hypothetical areas. Aggregate request for novelty has managed to better research and innovative yields making gainful chances. The wearable technology is one of the fastest growing technologies in entertainment, health and education. A smart fabric is a part of the cutting-edge scientific field of fashion industry, notwithstanding with the booming improvement of internet industry and smart phone devices. There is a large scope for smart gadgets which are multifunctional, user-friendly with amazing comfort features that is based on advanced electronic fabric systems. This review target to support researchers to enhance perceive recent request trends.
在本研究中,我们回顾了智能可穿戴设备对外部环境的影响。可穿戴设备在市场和假设领域都是一个重要的话题。对新颖性的总体要求已经成功地促进了更好的研究和创新,创造了有利可图的机会。可穿戴技术是娱乐、健康和教育领域发展最快的技术之一。智能面料是时尚产业前沿科学领域的一部分,尽管互联网行业和智能手机设备的蓬勃发展。基于先进的电子织物系统,多功能、用户友好、令人惊叹的舒适功能的智能设备有很大的应用范围。本综述旨在帮助研究人员更好地了解近期的需求趋势。
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引用次数: 1
Symmetrical slot in patch for frequency band addition and rejection characteristics 贴片中的对称槽用于频带添加和抑制特性
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760605
Y. Venkata Lakshmaiah, B. Roy, F. Falcone
In this paper, we have a tendency to a modified printed monopole antenna for wireless applications. The proposed antenna consists of an inserted fed to radiating patch with two L slots and two U slots. The designed antenna was found to operate at two wireless frequency bands of 3.206.00GHz, and 6.58-6.73GHz. This design achieves better impedance matching without any additional circuits. The parametric studies and radiation characteristics show the antenna has good characteristics and is applicable for mobile wireless applications.
在本文中,我们倾向于一种改进的印刷单极天线用于无线应用。所提出的天线由插入馈电到辐射贴片组成,该贴片具有两个L槽和两个U槽。设计的天线工作在3.206.00GHz和6.58-6.73GHz两个无线频段。该设计在不增加任何电路的情况下实现了更好的阻抗匹配。参数研究和辐射特性表明,该天线具有良好的特性,可用于移动无线应用。
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引用次数: 0
An Early Detection of Parkinson’s Disease from Geometric Drawings 从几何图形中早期发现帕金森病
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760641
Vishal Nandan Medhi, Kaustav Moni Basumatary, R. Murugan, Tripti Goel
Parkinson’s disease (PD) is a sensory system issue that may prompt shaking, firmness and trouble in strolling. Hence, it is a non-communicable disease; hence, proper diagnosis will prevent further damage to the body at an early stage. Most of the symptoms occur due to a decrease in the dopamine level in the patient’s body. Literature has shown that it is feasible to distinguish PD by requesting that the patient draw a spiral or wave and track their drawing and pen pressure speed afterward. The drawing speed is increasingly slow pen pressure is lower for an individual having the PD. The methodology uses the Histogram of Oriented Gradients (HOG) as the feature descriptor and proposed the weighted Random Forest (WRF) classifier technique. HOG will track the intensity changes in the images, and the WRF works with a small dataset to provide effective results. This strategy provides a very good testing accuracy of 93% and 92% on the wave and spiral datasets. This method is a very robust and cost-effective method for the early detection of PD.
帕金森氏症(PD)是一种感觉系统问题,可能会引起颤抖、僵硬和行走困难。因此,它是非传染性疾病;因此,正确的诊断可以在早期阶段防止对身体的进一步损害。大多数症状是由于患者体内多巴胺水平下降引起的。文献表明,通过要求患者画一个螺旋或波浪,并跟踪他们的画和笔的压力速度来区分PD是可行的。绘画速度越来越慢,对于患有PD的人来说,笔压更低。该方法采用定向梯度直方图(HOG)作为特征描述符,提出加权随机森林(WRF)分类器技术。HOG将跟踪图像中的强度变化,而WRF使用小数据集来提供有效的结果。该策略在波浪和螺旋数据集上的测试精度分别为93%和92%。该方法是一种非常可靠和经济的PD早期检测方法。
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引用次数: 0
Design of a State Derivative Optimal Control Law Using LMI Technique for Diving Motion of Autonomous Underwater Vehicle 基于LMI技术的自主潜航器潜水运动状态导数最优控制律设计
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760550
V. Siddhartha, S. Mahapatra
In this paper, a depth control algorithm for an autonomous underwater vehicle (AUV) is proposed using a derivative feedback-based optimal control technique. The control algorithm is formulated using a Linear Matrix Inequalities (LMI) and implemented using semi-definite programming (SDP). The controller is designed using a linear quadratic regulator (LQR). Furthermore, the gains obtained using the LQR technique are subjected to derivative control action to obtain accurate tracking of depth. The control law is obtained by solving the LMI using MATLAB/Simulink through the YALMIP toolbox. From the simulation results, the desired depth is effectively tracked using the control algorithm.
提出了一种基于导数反馈的自主水下航行器(AUV)深度控制算法。控制算法采用线性矩阵不等式(LMI),并采用半定规划(SDP)实现。控制器采用线性二次型调节器(LQR)设计。此外,利用LQR技术获得的增益受到导数控制作用,以获得精确的深度跟踪。通过YALMIP工具箱,利用MATLAB/Simulink对LMI进行求解,得到控制律。仿真结果表明,该控制算法能有效地跟踪所需深度。
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引用次数: 0
Power Quality Assessment in a Microgrid System using Signal Decomposition Techniques 基于信号分解技术的微电网电能质量评估
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760627
Rasmi Ranjan Panigrahi, M. Biswal, Manohar Mishra
In this work, a report on different signal decomposition techniques (time-frequency TF) applied to power quality (PQ) events are provided. In a system with hybrid renewable sources, nonlinear load points and capacitor bank, the operation of individual units can affect the quality of the signals while switching from one state to another or during varying operating modes. In this context, the grid operating state is another concern which cannot be neglected. Considering the different possible operating states and operating conditions of system and individual equipment, different signal decomposition techniques are selected and the responses for individual events are analyzed. The Empirical Mode Decomposition (EMD), Ensembled Empirical Mode Decomposition (EEMD) and Intrinsic Time Decomposition (ITD) techniques are selected for signal analysis. Cases such as noise, harmonics, voltage sag, and nonlinear load switching events are simulated and presented in the work.
在这项工作中,提供了应用于电能质量(PQ)事件的不同信号分解技术(时频TF)的报告。在具有混合可再生能源、非线性负载点和电容器组的系统中,当从一种状态切换到另一种状态或在不同的工作模式期间,单个单元的运行会影响信号的质量。在这种情况下,电网的运行状态是另一个不容忽视的问题。考虑到系统和单个设备可能的不同运行状态和运行条件,选择了不同的信号分解技术,并分析了单个事件的响应。选择经验模态分解(EMD)、集成经验模态分解(EEMD)和固有时间分解(ITD)技术进行信号分析。文中还对噪声、谐波、电压暂降和非线性负载切换事件进行了仿真。
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引用次数: 0
Human Detection in Aerial Images using Deep Learning Techniques 使用深度学习技术的航空图像中的人体检测
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760635
Sireesha Gundu, Hussain Syed, J. Harikiran
Activity recognition in drone-based surveillance is related to many computer vision problems such as pose estimation, object detection, image retrieval, face recognition, frame tagging in videos, and video action recognition. In a drone-based surveillance system, detection and recognition of human activities in a single frame is a challenging task as the clips are shot from an aerial view. Unlike activity recognition in static camera-captured videos where spatio-temporal features are utilized, they are not utilized in drone-captured images. This problem is addressed in this paper using HOG and Mask-RCNN. Experimental results show that the proposed method can be obtained more accurate results in many drone-based frames. This work produces high-quality segmentation through instance segmentation in addition to the histograms gradient-based method and also improves the accuracy of object detection in aerial images and gives the best classification results.
无人机监控中的活动识别涉及到姿态估计、目标检测、图像检索、人脸识别、视频帧标记、视频动作识别等计算机视觉问题。在基于无人机的监视系统中,在单个帧中检测和识别人类活动是一项具有挑战性的任务,因为这些片段是从鸟瞰图拍摄的。与静态摄像机捕获的视频中利用时空特征的活动识别不同,它们不用于无人机捕获的图像。本文利用HOG和Mask-RCNN解决了这个问题。实验结果表明,该方法可以在多个基于无人机的帧中获得更精确的结果。本工作除了基于直方图梯度的方法外,还通过实例分割产生了高质量的分割,提高了航拍图像中目标检测的精度,给出了最好的分类结果。
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引用次数: 2
An Efficient Method for Vehicle theft and Parking rule Violators Detection using Automatic Number Plate Recognition 一种基于车牌自动识别的车辆盗窃及违章停车行为检测方法
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760556
A. Mohammad, M. Suneetha, M. Muqeet
A modern-day security technology is the Automatic Number Plate Recognition (ANPR) system. The fundamental component of an ANPR system is image processing. This uses an optical character recognition (OCR) approach to read and extract characters from a vehicle registration plate image. Automatic Number Plate Recognition (ANPR) has been popular in a variety of settings. It can be used by highway tollgate authorities to allow vehicles to enter toll roads by automatically recognising their license plates, providing them with a toll-slip, and then opening the road. Parking authorities in areas like malls and hotels use this technique to assign distinct parking spaces to individual cars and allow them to park in their designated area. We snap images of the license plate with this ANPR device, then process and extract every character of the license plate for exact detection. The crucial phase of ANPR is OCR, which extracts and converts the characters on the acquired image of the vehicle registration plate into text that can be decoded further. In this study, we propose a method for parking rule offenders that involves storing the extracted number plates in a database and cross-verifying them against existing registered number plates that have paid the parking fee. Our proposed method can also detect stolen autos.
车牌自动识别(ANPR)系统是一项现代安全技术。ANPR系统的基本组成部分是图像处理。该方法使用光学字符识别(OCR)方法从车牌图像中读取和提取字符。自动车牌识别(ANPR)在各种情况下都很流行。高速公路收费站管理部门可以使用该系统,通过自动识别车辆的车牌,向车辆提供收费单,然后开放道路,从而允许车辆进入收费公路。商场和酒店等地区的停车管理部门使用这种技术为个别车辆分配不同的停车位,并允许它们在指定的区域停车。我们利用该装置对车牌进行图像采集,然后对车牌的每个字符进行处理和提取,以便进行精确检测。ANPR的关键阶段是OCR,它将采集到的车牌图像中的字符提取并转换为可进一步解码的文本。在本研究中,我们提出了一种停车规则违规者的方法,该方法涉及将提取的车牌存储在数据库中,并与已支付停车费的现有注册车牌进行交叉验证。我们提出的方法还可以检测被盗车辆。
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引用次数: 2
Enhancement of Higher Order Modes Using Characteristic Mode Analysis 利用特征模态分析增强高阶模态
Pub Date : 2022-02-12 DOI: 10.1109/AISP53593.2022.9760571
V. Kollipara, Samineni Peddakrishna
This paper presents a design approach to enhance the excitation modes on a rectangular patch using characteristic mode analysis (CMA). The design begins with a rectangular patch of 18×20 mm2 dimensions. Thereby introduced a truncation on the bottom edge of the patch which excites an additional two higher-order modes from the basic lower-order modes. By arranging truncation in a step-like pattern with extended slot produces four modes at 7.3 GHz, 9.7 GHz, 12.12 GHz, and 12.21 GHz is concerning Mode1, Mode2, Mode4, and Mode5, respectively. The excited modes and their surface current distribution will provide physical insight into the design of either wideband or multiband operation. This can be achieved with proper optimization of the feed line.
本文提出了一种利用特征模态分析(CMA)增强矩形贴片上激励模式的设计方法。设计从一个尺寸为18×20 mm2的矩形补丁开始。从而在所述贴片的底边引入截断,该截断从所述基本低阶模式激发另外两个高阶模式。通过将截断安排成阶梯状的扩展槽,在7.3 GHz、9.7 GHz、12.12 GHz和12.21 GHz分别与Mode1、Mode2、Mode4和Mode5有关。激发模式及其表面电流分布将为宽带或多频段操作的设计提供物理见解。这可以通过适当优化进料管线来实现。
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引用次数: 1
期刊
2022 2nd International Conference on Artificial Intelligence and Signal Processing (AISP)
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