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2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)最新文献

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A Strategic Routing Analysis for Agro Sensor Communications in Mobile Ad hoc Networks 移动自组织网络中农业传感器通信的策略路由分析
Sampad Banik, M. Mowla, I. Ahmad
Recently, agro sensor communications are getting popularity with the advent of wireless sensor networks (WSNs) and mobile ad hoc networks (MANETs). Infrastructure less MANETs are considered as a potential solution for agricultural domains to provide robust and effective operations in wireless networks by enabling routing characteristics at each mobile node. The efficient use of routing protocol is pivotal for network management in MANETs. In this research, we demonstrate a strategic routing analysis to evaluate the performance of different routing protocols, e.g., proactive and reactive in terms of various network quality of service (QoS) parameters for multiple data rate enabled agro sensor mobile nodes. Two different network scenarios (low-node and high-node) are simulated for various network parameters. Simulation results indicate that OLSR protocol provides higher throughput than others for all nodes. This investigation also shows that GRP has the highest network load capacity than other protocols for agro sensor applications. Another finding from this research i s t hat proactive protocols have the lower average end to end delay and MAC delay than reactive protocols.
近年来,随着无线传感器网络(WSNs)和移动自组织网络(manet)的出现,农业传感器通信越来越受欢迎。基础设施少的manet被认为是农业领域的一个潜在解决方案,通过在每个移动节点上实现路由特性,在无线网络中提供鲁棒和有效的操作。路由协议的有效利用是manet网络管理的关键。在本研究中,我们演示了一种战略路由分析,以评估不同路由协议的性能,例如,针对支持多数据速率的agro传感器移动节点,根据各种网络服务质量(QoS)参数,主动和被动路由协议。针对不同的网络参数,模拟了两种不同的网络场景(低节点和高节点)。仿真结果表明,在所有节点上,OLSR协议的吞吐量都比其他协议高。该研究还表明,在农业传感器应用中,GRP具有比其他协议最高的网络负载能力。本研究的另一个发现是,主动协议的平均端到端延迟和MAC延迟低于被动协议。
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引用次数: 5
A Modified Naïve Bayesian-based Spam Filter using Support Vector Machine 基于支持向量机的改进Naïve贝叶斯垃圾邮件过滤器
Md. Sabir Hossain, M. Zubair, Mohammad Obaidur Rahman, Muhammad Kamrul Hossain Patwary, Md. Golam Sarwar Rajib
The ever-growing problem which is threatening the current mailing system is spam. Spam is nothing but an unsolicited bulk e-mail frequently sent in a financial nature which generates the need for creating an anti-spam filter. Amongst many spam filtering techniques, the most advanced method "Naïve Bayesian filtering" using the Support Vector Machine (SVM) have been implemented. Spammers are very careful about the filtering techniques. For that very reason, dynamic filtering is needed and the proposed method meets the demand. The algorithm splits the received email into tokens and uses Bayes' theorem of probability to calculate the probability of spam for each token to determine the total spam probability of the mail. Implementation of SVM instead of corpora is one of the added features of the algorithm. The most challenging feature was to take the words as well as whole sentences as input in the SVM as tokens and feature vectors. The inclusion of sentences in the dataset training has increased the accuracy of detecting spam and ham. Natural Language Tool Kit (NLTK) has been used as a useful language processing tool to tokenize the sentences and also to understand the meaning of the same types of sentences to some extent. As a test mail is being compared by word to word and also sentence to sentence from the training datasets to determine if the mail is spam or not, it will improve the performance of the filter. With some simple modifications, the filter can be used in both server and client end. The efficiency increases gradually with the increased number of email it processes.
威胁当前邮件系统的日益严重的问题是垃圾邮件。垃圾邮件只不过是未经请求的大量电子邮件,经常以金融性质发送,因此需要创建反垃圾邮件过滤器。在众多垃圾邮件过滤技术中,使用支持向量机(SVM)的最先进的方法“Naïve贝叶斯过滤”已经实现。垃圾邮件发送者对过滤技术非常小心。因此,需要进行动态滤波,所提出的方法满足了这一要求。该算法将收到的电子邮件分成令牌,并利用贝叶斯概率定理计算每个令牌的垃圾邮件概率,从而确定该邮件的总垃圾邮件概率。支持向量机代替语料库的实现是该算法的附加特征之一。最具挑战性的特征是将单词和整个句子作为支持向量机的输入作为标记和特征向量。在数据集训练中加入句子提高了检测spam和ham的准确性。自然语言工具箱(Natural Language Tool Kit, NLTK)是一种有用的语言处理工具,用于对句子进行标记,并在一定程度上理解同类型句子的意义。由于测试邮件会从训练数据集中逐字逐句地进行比较,以确定邮件是否为垃圾邮件,这将提高过滤器的性能。通过一些简单的修改,过滤器可以在服务器端和客户端使用。效率随着它处理的电子邮件数量的增加而逐渐提高。
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引用次数: 0
Thermal Characteristics of Hybrid Photovoltaic Solar Thermal System during Summer. 混合光伏太阳能热系统夏季热特性研究
Md. Faisal Kader, Md. Awal Khan, Md. Habibul Huq
A hybrid photovoltaic (PVT) solar thermal system combines a simultaneous conversion of the absorbed solar radiation into electricity and heat. In this study the design of an experimental PVT dual system, both air and water circulation with modifications in the air channel is presented. First modification is to place a thin flat metallic sheet (TMS) inside the air channel and second one is to use painted Black ribbed surfaces at the bottom of the air channel. To observe the variations of heat transmittance with change of the shape of the ribs four experimental setups with a Trapezoidal, Saw teeth forward, a Saw teeth backward ribbed surfaces and a flat plate have been used. Natural convection is applied instead of forced convection to increase the system’s net electrical output & thereby the overall system efficiency. All setups were of the same capacity, projected area, and water heat extraction method and average depth. Performance study was carried out during the months of February to June, 2012 at IUT campus, Gazipur, Bangladesh. Significant performance has been observed with the above stated modifications. In an intense sunny day of March, the maximum temperature of water was found to be 45°C for Trapezoidal, 44°C for Saw teeth forward, 43°C for Saw teeth backward and 41°C for flat plate setup. Maximum temperature of air inside the air channel was found to be 39°C for Trapezoidal, 38°C for Saw teeth forward, 37°C for Saw teeth backward ribbed surfaces and 36°C for flat plate in an intense sunny day of march 2012 with an ambient temperature of 34°C. The average efficiency from all calculated values is found to be 64% for Trapezoidal, 62% for Saw teeth forward, 61% for Saw teeth backward and 58% for flat plate setup.
混合光伏(PVT)太阳能热系统将吸收的太阳辐射同时转化为电能和热能。本文设计了一种试验性的空气和水循环双系统,并对风道进行了改造。第一个修改是在空气通道内放置一个薄的平面金属板(TMS),第二个是在空气通道底部使用涂黑的肋状表面。为了观察肋形变化对透热率的影响,采用了梯形、锯齿形、锯齿形后肋形和平板形四种实验装置。采用自然对流而不是强制对流来增加系统的净电力输出&从而提高整个系统的效率。所有装置都具有相同的容量、投影面积、水热提取方法和平均深度。绩效研究于2012年2月至6月在孟加拉国加济普尔IUT校区进行。经过上述修改,已观察到显著的性能。在三月的一个强烈的晴天,水的最高温度被发现是45°C梯形,44°C锯齿向前,43°C锯齿向后,41°C平板设置。在2012年3月的一个强烈的晴天,环境温度为34°C,风道内空气最高温度为梯形39°C,锯齿向前38°C,锯齿后肋表面37°C,平板36°C。所有计算值的平均效率发现梯形为64%,锯齿向前为62%,锯齿向后为61%,平板设置为58%。
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引用次数: 1
Design & Implementation of Voice Command Based Bipedal Surveillance Robot 基于语音指令的双足监控机器人的设计与实现
Himel Das, Himel Chakraborty, Md Sarwar Uddin Chowdhury
Surveillance of international border areas, industries, banks, shopping malls, and any other suspected areas is a difficult task to be done. It is not possible to scrutinize everything at each and every moment. In this case, a requisite solution can be a robot which automatically detects any suspicious activity or condition and reports to the control unit. This paper is on a bipedal surveillance robot which can budge in an area, send images and videos even in caliginous condition by using night vision mode of the Wi-Fi camera as well as the installed sensor on this robot provides gaseous parameters of the area such as the amount of Methane, LPG, Carbon mono-Oxide. The robot has a wireless Bluetooth module for communication and collection of data. The whole process can be run on a voice command system. After the data collected from the robot, data are appraised and analyzed to get an understandable idea of the surveilled area.
对国际边境地区、工业、银行、购物中心和任何其他可疑地区的监视是一项艰巨的任务。在每一个时刻都仔细检查每件事是不可能的。在这种情况下,一个必要的解决方案可以是一个机器人,它可以自动检测任何可疑的活动或情况,并向控制单元报告。本文研究的是一种双足监控机器人,它可以在一个区域内移动,即使在恶劣的条件下也可以通过Wi-Fi摄像头的夜视模式发送图像和视频,并且机器人上安装的传感器可以提供该区域的气体参数,如甲烷,液化石油气,一氧化碳的数量。该机器人有一个无线蓝牙模块,用于通信和数据收集。整个过程可以在语音命令系统上运行。从机器人收集数据后,对数据进行评估和分析,以了解监控区域。
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引用次数: 1
Enhancement of Global Bandwidth of Internet Users Employing Internet Exchange Point Leveraging VPN Technology 利用VPN技术利用互联网交换点增强互联网用户的全球带宽
Al- Nadhian Bin Emran, Aman Ullah Juman, G. Z. Islam
Not all internet service providers provide the same amount of bandwidth to their users. Based on bandwidth allocation, location and price service providers capped their users’ bandwidth. As a result, we observe bandwidth limitation among the users. In this paper, we will implement a technique to bypass bandwidth and firewall restriction using virtual private network where we will use common IXP route to avoid the initial level of the bandwidth cap. In this project, we show that internet speed of international route i.e. global bandwidth can bypass, if there are multiple ISPs use a common IXP and at least one of those ISP provide robust global bandwidth. Usually, regional ISPs use common IXP to route their local traffic within the region. We utilize IXP to bypass global bandwidth cap of users who have better local bandwidth allocation. We show that using our proposed method global internet speed of a user can raise several times effectively.
并不是所有的互联网服务提供商都为他们的用户提供相同数量的带宽。根据带宽分配,服务提供商根据位置和价格限制用户的带宽。因此,我们观察到用户之间的带宽限制。在本文中,我们将使用虚拟专用网络实现一种绕过带宽和防火墙限制的技术,其中我们将使用公共IXP路由来避免带宽上限的初始水平。在该项目中,我们表明,如果有多个ISP使用公共IXP并且至少有一个ISP提供强大的全球带宽,则国际路由即全球带宽的互联网速度可以绕过。通常,区域isp使用公共IXP在区域内路由本地流量。我们利用IXP绕过具有较好本地带宽分配的用户的全局带宽上限。结果表明,采用该方法可以有效地将用户的全局网速提高数倍。
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引用次数: 1
A Vision Based Three-Layer Access Management System with IoT Integration 基于视觉的三层接入管理系统与物联网集成
N. I. Hossain, Ali Reza Galib, Raihan Bin Mofidul, Dhiman Kumar Sarker
In developing countries, traditional access management systems ubiquitously use either keypad based password protection or radio frequency identification (RFID) card based protection. With the increased number of threats in recent years, these systems are becoming more vulnerable. If the password or the RFID card is somehow compromised, any unauthorized person can breach the system with ease. Considering and analyzing these issues, a cost-effective prototype of a vision based three-layer access management system with IoT connectivity was developed. In this paper, an access management system architecture is proposed based on the fusion of radio frequency identification, back propagation based face recognition and password protection. The system is also connected to a Node JS based web server. Whenever an access is granted or any unauthorized access is detected, an SMS and an email are sent to both the user and the system administrator. Data security is ensured by exploiting AES encryption on the system side and AES decryption on the server side. In case of face recognition, the access is granted if the achieved confidence level is over 80%.
在发展中国家,传统的门禁管理系统普遍使用基于键盘的密码保护或基于射频识别(RFID)卡的保护。随着近年来威胁数量的增加,这些系统变得越来越脆弱。如果密码或RFID卡以某种方式泄露,任何未经授权的人都可以轻松地破坏系统。考虑并分析了这些问题,开发了具有物联网连接的基于视觉的三层接入管理系统原型。本文提出了一种基于射频识别、基于反向传播的人脸识别和密码保护融合的门禁系统架构。该系统还连接到一个基于Node JS的web服务器。每当授予访问权限或检测到任何未经授权的访问时,都会向用户和系统管理员发送SMS和电子邮件。通过在系统端使用AES加密和在服务器端使用AES解密来保证数据的安全性。在人脸识别的情况下,如果达到的置信度超过80%,则授予访问权限。
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引用次数: 4
Wearable Visual-MIMO for Healthcare Applications 用于医疗保健应用的可穿戴视觉mimo
Tae-Ho Kwon, Ki-Soo An, Partha Pratim Banik, Ki-Doo Kim
For daily health checkup, wearable device plays an important role in healthcare applications. In this manuscript, we develop a visual multiple-input multiple-output (visual-MIMO) system for healthcare application. As a demo of healthcare device, we design a pulse oximeter device that can measure heart rate (HR) and blood oxygenation (BO) of a person. The HR and BO data are used to send through light-emitting diode (LED) to camera communication. We have used generalized color modulation (GCM) technique to modulate the HR and BO data into the LED array for transmission and smartphone camera is used as the receiver to demodulate the transmitted data. We demonstrate our proposed visual-MIMO system by developing an android app on smartphone.
对于日常健康检查,可穿戴设备在医疗保健应用中发挥着重要作用。在本文中,我们开发了一个用于医疗保健应用的视觉多输入多输出(视觉mimo)系统。作为医疗保健设备的演示,我们设计了一种脉搏血氧计设备,可以测量人的心率(HR)和血氧(BO)。HR和BO数据用于通过发光二极管(LED)发送到摄像机通信。我们使用广义颜色调制(GCM)技术将HR和BO数据调制到LED阵列中进行传输,并使用智能手机相机作为接收器对传输数据进行解调。我们通过在智能手机上开发一个android应用程序来演示我们提出的视觉mimo系统。
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引用次数: 0
A Prototype of Automated Vault Locker Solution for Industrial Application 用于工业应用的自动保险库储物柜解决方案原型
S. Hossain, Mazid Ishtique Ahmed, Md. Niaz Mostakim
In this paper, an enhanced security solution is proposed for industry grade safety vault system. Electronic security and safety have been offering robust mechanism for implementation in ensuring proper shelter of key documents and goods in offices, banks, institutions, libraries, laboratories etc. Development of various sensors have enabled systems to have preventive and corrective measures in this regard significantly. In order to deliver a concrete security solution for critically important and confidential documents and goods, we proposed an Automated Safety Vault with Double Layered Defense Mechanism. The solution comprised of an Electronic Lock driven by password verification and a Biometric authentication for users using a Fingerprint scanning and sensing tool. Both of these two layers ensured the authenticity of the user by preventing any unauthorized access to the Vault. Moreover, actions of PIR and LDR sensors would also safeguard the vault from any breakout access other than the double layered defenses by being positioned within the periphery of the vault. The system was then implemented in a prototype scope for testing and validation of the proposals. The implemented system and testing data showed that the Automated Safety Vault with all its security features had successful operation. The specification of the whole system as well as the results are documented in this paper.
本文针对工业级金库系统,提出了一种增强的安全解决方案。电子保安及安全已提供健全的实施机制,确保办公室、银行、机构、图书馆、化验室等的重要文件和物品有适当的地方存放。各种传感器的发展使系统能够在这方面采取预防和纠正措施。为了为重要机密文件和货物提供具体的安全解决方案,我们提出了一种双层防御机制的自动安全库。该解决方案由密码验证驱动的电子锁和使用指纹扫描和传感工具的用户生物识别认证组成。这两层都通过防止任何未经授权的访问Vault来确保用户的真实性。此外,PIR和LDR传感器的作用也将保护保险库免受任何突破进入,而不是放置在保险库外围的双层防御。然后在原型范围内实现该系统,以测试和验证建议。实施的系统和测试数据表明,具有所有安全功能的自动保险库运行成功。本文给出了整个系统的技术指标和测试结果。
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引用次数: 2
Automated Railway Maintenance System in Context of Bangladesh 孟加拉铁路自动化维修系统
Nusrat Kabir Samia, Rifah Tamanna Usha, Anindita Kundu, Sadia Nowshin, Sharmin Sultana Sharmee, Sanjida Nasreen Tumpa, M. F. Fazle Rabbi, Col Md Mahboob Karim
Bangladesh railway system mostly relies on manual maintenance system. At present, a trolley car is used in which people go in person to examine the railway system depending only on their vision. Mostly, these checking include detection of rail line cracks and obstacles, existence of sleepers in the proper places etc. However, the inadequacy of this kind of maintenance system is one of the vital reasons of railway accidents. The current procedure is also time consuming and costly. Besides, one of the leading causes of railway accidents is attributed to human error which can be reduced through automation. This paper attempts to improve the railway maintenance system and convert this into an automated one. Here, we are introducing a sensor based arrangement which reveals problems like surface crack, unaligned rail lines, obstacles on the railway and also inspects the correct position, presence and absence of the sleepers with the convenience of sending the location and distance to the proper authority.
孟加拉国铁路系统主要依靠人工维护系统。目前使用的是有轨电车,人们只能凭自己的视觉亲自去检查铁路系统。大多数情况下,这些检查包括检测铁路线裂缝和障碍物,在适当的地方存在枕木等。然而,这种维护系统的不完善是铁路事故发生的重要原因之一。目前的程序既耗时又昂贵。此外,铁路事故的主要原因之一是人为错误,这可以通过自动化来减少。本文试图对铁路养护系统进行改进,使其实现自动化。在这里,我们引入了一种基于传感器的装置,它可以揭示表面裂缝、铁路线不对齐、铁路上的障碍物等问题,并检查枕木的正确位置、存在和不存在,方便将位置和距离发送给适当的当局。
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引用次数: 0
Traffic Load Based Efficient Energy Management Technique for 5G Small Cell Network 基于流量负荷的5G小蜂窝网络高效能量管理技术
Syed Zahidur Rashid, A. Gafur, Atikur Rahaman, Yaheya Solaiman, Erfanul Hoque Bahadur
There will be high energy wastage and CO2 emissions will be increased in 5G network because of dense deployment of small cell base stations. This paper brings an efficient energy management technique for 5G green small cell network which switches on as such number of antennas from the array as needed. This is done by monitoring and counting the amount of data traffic within the area of the small cell. It is shown that the proposed scheme is capable to improve energy saving significantly. We have found that the scheme consumes up to 96.875% less energy than without energy management technique. Besides, the emission of CO2 is reduced by 2.3166kg per day when the small cell is operated by a diesel power source and for all kinds of power sources on average CO2 emission can be reduced by 1.612 kg per day.
由于小型蜂窝基站的密集部署,5G网络将存在较高的能源浪费和二氧化碳排放量。本文提出了一种高效的5G绿色小蜂窝网络能量管理技术,该技术可以根据需要从阵列中打开任意数量的天线。这是通过监视和计算小单元区域内的数据流量来实现的。结果表明,该方案能够显著提高节能效果。我们发现,该方案比没有能源管理技术的情况下节省了96.875%的能源。此外,当小电池使用柴油动力源时,每天可减少二氧化碳排放量2.3166kg,在各种动力源下,平均每天可减少二氧化碳排放量1.612 kg。
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引用次数: 0
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2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)
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