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2017 IEEE Technological Innovations in ICT for Agriculture and Rural Development (TIAR)最新文献

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Detection of diseases on visible part of plant — A review 植物可见部分病害检测技术综述
Rahul Das, V. Pooja, V. Kanchana
Diseases that affect plants restricts the growth, quality and quantity of the plant. This in turn reduces the productivity and affects the growth of the farmers. Image Processing, which is an evolving area and now with various research works have come with remedies for detecting plant diseases. Initially the infected region is identified and image pre-processing is performed such as color conversion, feature extraction and segmentation. At last, the classifiers are applied to get the results. There are various feature extraction techniques and classification techniques that are discussed in this paper.
影响植物的病害制约着植物的生长、质量和数量。这反过来又降低了生产力,影响了农民的成长。图像处理是一个不断发展的领域,现在有各种各样的研究工作,为检测植物病害提供了补救措施。首先对感染区域进行识别,并对图像进行颜色转换、特征提取和分割等预处理。最后,应用分类器得到分类结果。本文讨论了各种特征提取技术和分类技术。
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引用次数: 13
IoT based smart soil monitoring system for agricultural production 基于物联网的农业生产智能土壤监测系统
N. Ananthi, J. Divya, M. Divya, V. Janani
Agriculture plays the major role in economics and survival of people in India. The purpose of this project is to provide embedded based system for soil monitoring and irrigation to reduce the manual monitoring of the field and get the information via mobile application. The system is proposed to help the farmers to increase the agricultural production. The soil is tested using various sensors such as pH sensor, temperature sensor, and humidity sensor. Based on the result, the farmers can cultivate the appropriate crop that suits the soil. The obtained sensor values are sent to the field manager through the Wi-Fi router and the crop suggestion is made through the mobile application. Automatic irrigation system is carried out when the soil temperature is high. Crop image is captured and it is sent to the field manager to suggest pesticides.
农业在印度的经济和人民的生存中起着重要作用。该项目的目的是提供基于嵌入式的土壤监测和灌溉系统,减少人工对农田的监测,通过移动应用程序获取信息。提出该系统是为了帮助农民提高农业产量。土壤测试使用各种传感器,如pH传感器,温度传感器,湿度传感器。在此基础上,农民可以种植适合土壤的作物。获得的传感器值通过Wi-Fi路由器发送给现场管理员,并通过移动应用程序提出作物建议。当土壤温度较高时,进行自动灌溉系统。作物图像被捕获并发送给田间经理,以建议使用农药。
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引用次数: 50
Automated toll booth and theft detection system 自动收费站和防盗检测系统
P. Arokianathan, V. Dinesh, B. Elamaran, M. Veluchamy, S. Sivakumar
In our everyday life, travellers pay an assured amount of tax all the way through toll plaza to the government. The national highways and bridges have toll gates, where people pay the charges for using the highways by standing in the queue, leading to unnecessary break of journey. Therefore, in order to abstain this issue, this proposed system approach for automating the payments of toll plaza by using a Radio Frequency Identifier (RFID) and security algorithm. In the proposed work, the user is allowed to login with the RFID system and can enter the source and destination. Then, the system shows the possible toll booths that blow in the way. After selecting the toll booths on the user's way, the user is redirected to the payment gateway. The payment gateway is encrypted to promote security. In order to abstain maltreatment of the system, the RFID is merged with the vehicle's number. A sensor is applied in every signal, to dig up the time at which the vehicle has passed by.
在我们的日常生活中,旅客通过收费站向政府缴纳一定数额的税款。国家的高速公路和桥梁都设有收费站,人们在这里排队支付使用高速公路的费用,导致不必要的旅程中断。因此,为了避免这一问题,本文提出了采用射频识别(RFID)和安全算法实现收费广场自动支付的系统方法。在建议的工作中,允许用户使用RFID系统登录,并可以输入源和目的地。然后,系统会显示出可能出现的收费站。用户选择了沿途的收费站后,将被重定向到支付网关。支付网关采用加密方式,提高安全性。为了避免滥用系统,将RFID与车辆号码合并。每个信号中都有一个传感器,用来计算车辆经过的时间。
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引用次数: 3
Design and development of a multi-utility agricultural vehicle 多用途农用车的设计与研制
K. Karthikeyam, S. S. Sundar, C. B. S. Subramaniam, P. Sivakumar
India is set to be an agricultural based country. Approximately 75% of population of India is dependent on farming directly or indirectly. Our farmers are using the same methods and equipment for the ages. Eg: seed sowing, spraying, weeding etc. There is need for development of effective spraying and weeding machine for increasing the productivity. The main objective of our project is to design and development of semi-automated multipurpose agricultural wheel hoe to use of weeding, ploughing and cultivating in single equipment. Our aim is to reduce the man power required for the operation of the wheel hoe. The only way is to automate it but we cannot fully automate it due to few constraints such as it will require electricity which will not be mostly available in villages, we will be requiring Microprocessor and sensors which will again increase the cost and might require skill to use it.
印度将成为一个以农业为基础的国家。印度大约75%的人口直接或间接依赖农业。我们的农民多年来一直使用同样的方法和设备。播种、喷洒、除草等。为了提高农业生产效率,需要研制有效的喷除草机。本课题的主要目标是设计和开发一种半自动化的多用途农用轮锄机,用于除草、犁地和耕作在单一设备中使用。我们的目的是减少操作轮锄所需的人力。唯一的方法是自动化,但由于一些限制,我们不能完全自动化,比如它需要电力,而农村大部分地区都无法获得电力,我们将需要微处理器和传感器,这将再次增加成本,并且可能需要技能来使用它。
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引用次数: 1
Characterising the influence of drought on Jowar crop production in India using association rule mining 利用关联规则挖掘描述干旱对印度乔瓦尔作物生产的影响
Shubhangi S. Wankhede, L. Armstrong, N. Gandhi
Drought in India is a natural phenomenon that has detrimental effect on its agricultural sectors. Regular periods of drought limit both the productivity and sustainability of farmers. This paper investigated the influence of drought on one of the major crops in the Maharashtra state of India. Impact of rainfall variations on the Kharif crop Jowar (Sorghum spp) was studied in order to determine the effect of drought on crop production. The study area included 25 districts of Maharashtra and used climate and cropping data from year 1983 to 2012 (30 years). Seasonal Rainfall in millimeters (mm) and crop yield production data in tonnes/hectare (t/h) for Jowar crop were used in the study. Association Rule Mining techniques were carried out on the data set to ascertain the relationship between patterns of rainfall and crop production for the jowar crop. The study examined the temporal and spatial variability in rainfall and crop yield production. Association rules were developed to characterise the crop production for various districts and years related to the drought period. A number of interesting associations were derived with rainfall variability and crop yield production for Maharashtra state of India. It is expected that these techniques could be used for the development of a decision support tool for drought impact for Maharashtra and adapted for other states of India.
印度的干旱是一种自然现象,对其农业部门产生了不利影响。经常性的干旱限制了农民的生产力和可持续性。本文研究了干旱对印度马哈拉施特拉邦一种主要作物的影响。为了确定干旱对作物生产的影响,研究了降雨变化对高梁作物的影响。研究区域包括马哈拉施特拉邦的25个地区,并使用了1983年至2012年(30年)的气候和种植数据。研究中使用了乔瓦尔作物的季节降雨量(毫米)和作物产量数据(吨/公顷)。对数据集进行关联规则挖掘技术,以确定降雨模式与jowar作物产量之间的关系。该研究考察了降雨和作物产量的时空变异性。制定了关联规则,以确定与干旱期有关的各个地区和年份的作物生产特征。对印度马哈拉施特拉邦的降雨变异性和作物产量得出了一些有趣的关联。预计这些技术可用于开发马哈拉施特拉邦干旱影响的决策支持工具,并适用于印度其他邦。
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引用次数: 0
Identification of plant leaf diseases using image processing techniques 利用图像处理技术识别植物叶片病害
V. Pooja, Rahul Das, V. Kanchana
Image processing is a diverging area where researches and advancements are taking a geometrical progress in the agricultural field. Various researches are going on vigorously in plant disease detection. Identification of plant diseases can not only maximize the yield production but also can be supportive for varied types of agricultural practices. This paper proposes a disease detection and classification technique with the help of machine learning mechanisms and image processing tools. Initially, identifying and capturing the infected region is done and latter image preprocessing is performed. Further, the segments are obtained and the area of interest is recognized and the feature extraction is done on the same. Finally the obtained results are sent through SVM Classifiers to get the results. The Support Vector Machines outperforms the task of classification of diseases, results show that the methodology put forward in this paper provides considerably better results than the previously used disease detection techniques.
图像处理是一个新兴的领域,在农业领域的研究和进展正取得几何级数的进展。植物病害检测的各种研究正在蓬勃发展。植物病害的识别不仅可以最大限度地提高产量,而且可以为各种农业实践提供支持。本文提出了一种基于机器学习机制和图像处理工具的疾病检测与分类技术。首先,识别和捕获感染区域,然后进行图像预处理。在此基础上,对感兴趣的区域进行识别和特征提取。最后将得到的结果通过SVM分类器发送得到结果。支持向量机在疾病分类任务上表现优异,结果表明本文提出的方法比以前使用的疾病检测技术提供了明显更好的结果。
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引用次数: 92
Design alternatives for end user communication in IoT based system model 在基于物联网的系统模型中设计最终用户通信的备选方案
Raj G Anvekar, R. Banakar, Rajat R Bhat
End user communication with the IoT devices is an indispensable part of any IoT based system. This paper presents the different alternatives for end user communication which can be used to control the IoT device mainly Raspberry Pi. As technology is rapidly growing, huge number of user applications has been introduced. Communication applications which help in sending and receiving data and its support with smart phone has made people life easy. Comparison of alternative messenger applications is presented in this paper. Telegram is one of the best cloud messaging application which can be used as an end user application in IoT system. Telegram is known for its faster delivery of messages and secure transmission of data with end-to-end encryption. Different features of Telegram such as Telegram Bot which is helpful in controlling IoT device from user end is discussed in this paper. This paper shows the usability of Telegram application. Raspberry Pi is interfaced with the camera to capture the image of the visitor. Captured image is sent to Telegram account of home owner and door lock is controlled by sending commands to Telegram bot using python script.
终端用户与物联网设备的通信是任何基于物联网的系统不可或缺的一部分。本文介绍了最终用户通信的不同替代方案,可用于控制物联网设备,主要是树莓派。随着技术的快速发展,引入了大量的用户应用程序。帮助发送和接收数据的通信应用程序及其与智能手机的支持使人们的生活变得轻松。本文对几种不同的通讯应用进行了比较。Telegram是最好的云消息应用程序之一,可以作为物联网系统中的最终用户应用程序使用。Telegram以其更快的消息传递和端到端加密的安全数据传输而闻名。本文讨论了Telegram的不同功能,如Telegram Bot,有助于从用户端控制物联网设备。本文展示了Telegram应用程序的可用性。树莓派与相机连接,以捕捉访客的图像。捕获的图像被发送到房主的电报帐户和门锁是通过使用python脚本发送命令到电报机器人控制。
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引用次数: 7
Low cost mechanical assistive aid for workers carrying head loads 低成本的机械辅助设备,工人携带头部负载
K. Rahul, R. S. Vishnu, R. R. Bhavani
The principal activity in the unorganized sectors like brick kilns, construction sites etc. is load carrying. The workers typically carry heavy loads on their head for over 12 hours every day. This affects their health and renders them as a victim of health issues like musculoskeletal disorders. In order to offset the causes leading to these health issues, a low cost mechanical assistive aid for workers to carry loads on their head is proposed in this paper. Using this assistive aid, the load acting on the head is distributed to the shoulder and the hip, and the results show that 60 to 65 percent of the load is distributed to the hip which reduces the pressure applied on the spine.
砖窑、建筑工地等无组织部门的主要活动是搬运货物。这些工人通常每天要用头顶重物12个小时以上。这影响了他们的健康,使他们成为肌肉骨骼疾病等健康问题的受害者。为了抵消导致这些健康问题的原因,本文提出了一种低成本的机械辅助设备,用于工人头顶负载。使用这种辅助装置,作用于头部的负荷被分配到肩部和髋关节,结果表明,60%至65%的负荷被分配到髋关节,从而减少了脊柱的压力。
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引用次数: 1
A paradigm for rice yield prediction in Tamilnadu 泰米尔纳德邦水稻产量预测的范例
A. Mariappan, J. A. Ben Das
Rice is the staple food of Tamil Nadu from time immemorial. Tamil Nadu produces the most varieties of Rice. Water for the agriculture purpose of Tamil Nadu is dependent on the river basins and the seasonal rainfall for its accomplishment. The major sources of irrigation are through the 17 major river basins spread throughout Tamil Nadu. The river basin data abets in agricultural rotation planning and crop decision. The yield outcome of the crop is dependent on various factors such as soil, climate, fertiliser and irrigation that are essential to agriculture. The rice production and its yield in Tamil Nadu is studied and a paradigm that pilots the prediction of rice yield based on the parameters that affects the rice yield is framed. This paradigm can enable the policy makers to make fact based decisions.
大米自古以来就是泰米尔纳德邦的主食。泰米尔纳德邦出产的水稻品种最多。泰米尔纳德邦的农业用水依赖于河流流域和季节性降雨。灌溉的主要来源是遍布泰米尔纳德邦的17个主要河流流域。流域数据有助于农业轮作计划和作物决策。作物的产量取决于各种因素,如土壤、气候、肥料和灌溉,这些对农业至关重要。研究了泰米尔纳德邦的水稻生产及其产量,并建立了一个基于影响水稻产量的参数进行水稻产量预测的范例。这种模式可以使政策制定者做出基于事实的决策。
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引用次数: 20
Automatic plant monitoring and controlling system over GSM using sensors 采用传感器的GSM自动工厂监控系统
C. Priya, M. AbishekPandu, B. Chandra
Today there are many farmers around the world, striving to secure the plants from environmental factors that could affect their growth. There are different factors that contribute to the growth and productivity of plants. The main factors are temperature, light, water and humidity. This system makes sure that these factors were made available to plants at the right amount when needed. Sensors were used to keep track of temperature, light intensity, soil moisture and humidity. When even one of the factors were reduced then the appropriate device was switched on automatically, which in turn would bring the factor back to the specified range. An Arduino Uno microcontroller was used to detect the changes in the factors using sensors such as AM2302 DHT22 sensor for both temperature and humidity and a soil moisture sensor for detecting the amount of water in the soil. Relays were used to connect the Arduino to the appropriate devices. Finally, the information about the device and factors status were sent to a mobile phone by using GSM. Thus this leads to enhanced rates of productivity.
今天,世界各地有许多农民,努力保护植物免受可能影响其生长的环境因素的影响。有不同的因素有助于植物的生长和生产力。主要因素有温度、光照、水分和湿度。该系统确保这些因子在需要时以适当的数量提供给植物。利用传感器跟踪温度、光照强度、土壤水分和湿度。当其中一个因子减少时,相应的装置就会自动打开,这反过来又会使因子回到指定的范围。使用Arduino Uno微控制器来检测因素的变化,使用传感器如AM2302 DHT22传感器用于温度和湿度,土壤湿度传感器用于检测土壤中的水量。继电器用于将Arduino连接到相应的设备。最后,通过GSM将设备和各因素的状态信息发送到手机上。因此,这导致生产率的提高。
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引用次数: 15
期刊
2017 IEEE Technological Innovations in ICT for Agriculture and Rural Development (TIAR)
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