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2019 Third International Conference on Inventive Systems and Control (ICISC)最新文献

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Study of Various Mutual Coupling Reduction Techniques in MIMO Antennas MIMO天线中各种减小互耦技术的研究
Pub Date : 2019-01-01 DOI: 10.1109/ICISC44355.2019.9036446
S. Bukkawar, Vasif Ahmed
MIMO antennas are playing crucial role in satisfying high demand of wide bandwidth, high channel capacity and high data rate in wireless communication. MIMO antennas are one of the best solution to solve the problem of multipath propagation. The level of performance of the MIMO antenna is very high and steep if represented graphically but due to the use of many antennas the issue of mutual coupling occurs which deteriorates the MIMO antenna's performance. Here, the various types of monopole, fractal and hybrid antennas which can be chosen to make a MIMO system are discussed.
MIMO天线在满足无线通信的高带宽、高信道容量和高数据速率要求方面发挥着至关重要的作用。MIMO天线是解决多径传播问题的最佳方案之一。MIMO天线的性能水平是非常高和陡峭的,但由于使用了许多天线,出现了相互耦合的问题,从而降低了MIMO天线的性能。本文讨论了可以用来构成MIMO系统的各种单极、分形和混合天线。
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引用次数: 2
Comparison of SARSA algorithm and Temporal Difference Learning Algorithm for Robotic Path Planning for Static Obstacles 静态障碍物机器人路径规划SARSA算法与时间差分学习算法的比较
Pub Date : 2019-01-01 DOI: 10.1109/ICISC44355.2019.9036354
Laya Harwin, S. P.
For any mobile device, the ability to navigate by its own in its environment is a very important requirement. Avoiding dangerous situations such as accidents and conditions that are not safe comes primarily and if the robot is designed to find certain places according to its application then the robot should find those places. Path planning is an important requirement for such mobile robots. For doing this the robots needs to be aware of their environment. This is possible only if robots are provided with information about the environment. In this paper, the different obstacle occurring cases are studied and simulated for SARSA and temporal difference algorithm for a 6×6 grid in MATLAB and it is found that the success rate of SARSA is much better than that of TD. It is proposed to implement the SARSA algorithm in iRobot with a mobile interface for interaction with the user.
对于任何移动设备来说,在其环境中自行导航的能力是一个非常重要的要求。避免危险的情况,如事故和不安全的条件是主要的,如果机器人被设计为根据其应用程序找到某些地方,那么机器人应该找到这些地方。路径规划是这类移动机器人的一个重要要求。为了做到这一点,机器人需要意识到他们的环境。只有向机器人提供有关环境的信息,这才有可能实现。本文在MATLAB中对SARSA和时间差分算法在6×6网格上的不同障碍物发生情况进行了研究和仿真,发现SARSA的成功率远远优于TD。提出了在iRobot中实现SARSA算法,并通过移动接口与用户进行交互。
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引用次数: 7
Earlier Diagnosis and Survey of Diabetes Mellitus Using Machine Learning Techniques 利用机器学习技术对糖尿病的早期诊断和调查
Pub Date : 2019-01-01 DOI: 10.1109/ICISC44355.2019.9036388
D. S, P. Asha
Machine learning is the major aspect in artificial intelligence that empowers the development of the intelligent systems to have the capability of acquiring the knowledge through training. It eliminates the effort of the human and also avoids human errors in the upcoming era. The objective of the paper is to understand the different types and stages of diabetes mellitus. Also it provides the in depth knowledge of the machine learning techniques that supports to identify the neuropathy at its earlier stage. The various techniques involve Artificial Neural Network (ANN), Principle component, Genetic algorithms, Decision trees, Fuzzy logic have been discussed and compared. In the diabetic patients the nervous system is mainly affected and this leads to the amputation of the external body parts. This can be easily detected using the heart rate variability but not only is the HRV significant, galvanic skin response is also needed to predict the nervous system response. This paper presents the significance of HRV and GSR to track the blood glucose level and nervous response to experimentally identify the diabetes at the earlier stage.
机器学习是人工智能的主要方面,它使智能系统的开发具有通过训练获取知识的能力。在即将到来的时代,它消除了人类的努力,也避免了人类的错误。本文的目的是了解糖尿病的不同类型和阶段。此外,它还提供了机器学习技术的深入知识,支持在早期阶段识别神经病变。本文对人工神经网络、主成分、遗传算法、决策树、模糊逻辑等技术进行了讨论和比较。糖尿病患者主要受神经系统影响,导致身体外部部分截肢。这可以很容易地通过心率变异性检测到,但不仅HRV显著,还需要皮肤电反应来预测神经系统反应。本文介绍了HRV和GSR在跟踪血糖水平和神经反应方面的意义,对实验早期识别糖尿病具有重要意义。
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引用次数: 2
Data Mining Strategies for Drug Analysis on Twitter Twitter上药物分析的数据挖掘策略
Pub Date : 2019-01-01 DOI: 10.1109/ICISC44355.2019.9036420
Kartik Sharma, Deepak Kumar, S. Khatri, S. Som
This research discovers and analyses various drugs (weed) associated tweets on twitter. In this regard, we have gathered 5000 drugs associated tweets throughout October 2018 in our research study. Our study related to texting top of algorithms and data analysis reveal some interesting models that add in users' attitude which would be distinguished by the subsistence of outer link in tweet. From the recent survey, it is evident that 72% people upload their text using their smart phones while other users operate via computers etc; people usually tweet on Saturday and Sunday in large number when compared with the weekdays.
这项研究发现并分析了twitter上各种与毒品(杂草)相关的推文。在这方面,我们在2018年10月的研究中收集了5000条与药物相关的推文。我们对文本算法和数据分析的研究揭示了一些有趣的模型,这些模型加入了用户的态度,这将通过twitter中外部链接的存在来区分。从最近的调查中可以看出,72%的人使用智能手机上传文本,而其他用户则通过电脑等操作;与工作日相比,人们通常在周六和周日发推文。
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引用次数: 0
Blockchain use Cases in Financial Services for Improving Security 区块链在金融服务中用于提高安全性的用例
Pub Date : 2019-01-01 DOI: 10.1109/ICISC44355.2019.9036406
Khalid Basir Ahmed, Deepak Kumar
Blockchain in today's world is digital ledger of transactions not only recording transaction but also recording everything that is of value, from the evolution of blockchain there have been dramatic changes in the financial sector and around the globe that how people carry out financial transactions, Blockchain is considerably new technology and has great potential for revolutionizing the whole global economy. In recent years Blockchain has been in the news because of bitcoin, the rise and fall of bitcoin, the market crash along with the regulations that Indian government are trying to implement to banned bitcoin in the country, this kind of steps is what becomes a hurdle for this interestingly advance technology to grow and make room for it's ability to power decentralized economy with this idea of decentralized economy government of various nations are scared that they will lose control of their economy but instead that government should have done is that they should study the implications of blockchain and benefits associated with it and how this can benefit to help eradicate corruptions and within the organization Blockchain has Proved to be Groundbreaking technology with its potential in the current, Blockchain is unique and has been implemented in many industries. Thus, blockchain use in banking will definitely result in a better banking system.
b区块链在当今世界是交易的数字分类账,不仅记录交易,而且记录所有有价值的东西,b区块链的发展在金融部门和全球范围内发生了巨大的变化,人们如何进行金融交易,b区块链是一项相当新的技术,具有彻底改变整个全球经济的巨大潜力。近年来,区块链因为比特币、比特币的涨跌、市场崩溃以及印度政府试图在该国实施禁止比特币的规定而上了新闻,这类步骤成为阻碍这种有趣的先进技术发展的障碍,并为它为分散经济提供动力的能力腾出空间,在这种分散经济的想法下,各国政府都害怕他们会失去对经济的控制,但相反,政府应该做的是,他们应该研究区块链的含义和与之相关的好处,以及它如何有助于消除组织内部的腐败区块链已被证明是一项突破性的技术,在当前具有潜力,区块链是独一无二的,并已在许多行业中实施。因此,bb0在银行业的使用肯定会带来一个更好的银行体系。
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引用次数: 4
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2019 Third International Conference on Inventive Systems and Control (ICISC)
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