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2021 Smart Technologies, Communication and Robotics (STCR)最新文献

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Surface Modification of CuO Nanoparticles treated by Low Temperature Plasma 低温等离子体处理氧化铜纳米颗粒的表面改性
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588819
S. Saveetha, K. Vijayalakshmi, K. Maheswari
{"title":"Surface Modification of CuO Nanoparticles treated by Low Temperature Plasma","authors":"S. Saveetha, K. Vijayalakshmi, K. Maheswari","doi":"10.1109/STCR51658.2021.9588819","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588819","url":null,"abstract":"The hydrothermal synthesized process was utilized to prepare the CuO nanoparticles, the crystal structure and grain size was determined using XRD. The CuO nanoparticles were subjected to low temperature Plasma. The dielectric studies of plasma treated CuO nanoparticles were investigated with the range of frequency between 50Hz and 5MHz at room temperature. The surface properties of nanoparticles were enhanced by plasma exposure and they became hydrophilic rather than hydrophobic, allowing them to absorb moisture and attain high permittivity than untreated CuO nanoparticles.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115132284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Honey Classification using Hyperspectral Imaging and Machine Learning 利用高光谱成像和机器学习进行蜂蜜分类
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588907
Mokhtar A. Al-Awadhi, R. Deshmukh
{"title":"Honey Classification using Hyperspectral Imaging and Machine Learning","authors":"Mokhtar A. Al-Awadhi, R. Deshmukh","doi":"10.1109/STCR51658.2021.9588907","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588907","url":null,"abstract":"In this paper, we propose a machine learning-based method for automatically classifying honey botanical origins. Dataset preparation, feature extraction, and classification are the three main steps of the proposed method. We use a class transformation method in the dataset preparation phase to maximize the separability across classes. The feature extraction phase employs the Linear Discriminant Analysis (LDA) technique for extracting relevant features and reducing the number of dimensions. In the classification phase, we use Support Vector Machines (SVM) and K-Nearest Neighbors (KNN) models to classify the extracted features of honey samples into their botanical origins. We evaluate our system using a standard honey hyperspectral imaging (HSI) dataset. Experimental findings demonstrate that the proposed system produces state-of-the-art results on this dataset, achieving the highest classification accuracy of 95.13% for hyperspectral image-based classification and 92.80% for hyperspectral instance-based classification.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115687742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Energy Efficiency and Throughput Analysis of Cognitive based Internet of Things 基于认知的物联网能源效率和吞吐量分析
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588958
V. Nallarasan, Kottilingam Kottursamy
{"title":"Energy Efficiency and Throughput Analysis of Cognitive based Internet of Things","authors":"V. Nallarasan, Kottilingam Kottursamy","doi":"10.1109/STCR51658.2021.9588958","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588958","url":null,"abstract":"IoT and CRNs are becoming more popular in recent analysis and new technologies. However, we suggest that until the Internet of things objects have cognitive radio capabilities, the Web, and linguistic varieties of the Internet of things are all useless. Cognitive IoT delivers excellent communication, processing, and controlling performance, as well as a high level of machine intelligence. The addition of CR capabilities to IoT items has opened up a new study area for Cognitive based IoT. We give an outline of Cognitive based IoT frameworks in this paper. The possible uses of Cognitive based IoT frameworks are highlighted. The energy efficiency and throughput of Cognitive based IoT frameworks are investigated. In addition, spectrum-related functions for Cognitive based IoT systems are discussed. Additionally, we discuss outstanding concerns, research difficulties, and the way these Cognitive based IoT networks should go in the future.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117064121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Impact of Total Harmonic Distortion in SWIPT Enabled Wireless Communication Networks 总谐波失真对SWIPT无线通信网络的影响
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588824
Ajin R. Nair, K. S
{"title":"Impact of Total Harmonic Distortion in SWIPT Enabled Wireless Communication Networks","authors":"Ajin R. Nair, K. S","doi":"10.1109/STCR51658.2021.9588824","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588824","url":null,"abstract":"In this article, the impact of high power amplifier non-linearity namely harmonic distortion in simultaneous wireless information and power transfer (SWIPT) power splitting system (PS) is analyzed. Here the SWIPT transmitter with a high power amplifier follows IQ modulation and the receiver is equipped with a power splitting architecture. The harvested energy and signal to noise ratio (SNR) with and without harmonic distortion are determined. The mean square error of harvested energy is observed as −86.8 dBm (8.4e-06) and that of the received SNR is 49.24 dB (137.68).","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117112245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Design and Control of Grid Connected PV System for EV Charging Station using Multiport Converter 基于多端口变换器的电动汽车充电站并网光伏系统设计与控制
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588806
S. S, S. P.
{"title":"Design and Control of Grid Connected PV System for EV Charging Station using Multiport Converter","authors":"S. S, S. P.","doi":"10.1109/STCR51658.2021.9588806","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588806","url":null,"abstract":"Electric Vehicles (EVs) have become the alternative of internal combustion engines. However, EVs are in need of high-power fast charging station for reducing charging time. These, fast charging stations, induce a stress on the grid networks, during peak hours resulting in power quality issues such as power gap and voltage sag. The objective of this research is to find the simple hybrid power system configuration for EV fast charging to reduce the stress on the grid using matlab-simulink software. A comprehensive model of a PV with grid integrated EV charging station using multiport converter is proposed in this article. A closed loop control technique and power power-flow management is proposed to provide superior stabilisation, on voltage profile, peak power shaving and load balancing. The performance of the proposed multiport converter is designed and assessed using MATLAB Simulink.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127344273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Investigation of Hybrid Optimization Techniques for Air Flow Temperature Process 气流温度过程混合优化技术研究
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588962
S. Jayakar, T. Rajesh, S. Ram, C. Babu
{"title":"An Investigation of Hybrid Optimization Techniques for Air Flow Temperature Process","authors":"S. Jayakar, T. Rajesh, S. Ram, C. Babu","doi":"10.1109/STCR51658.2021.9588962","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588962","url":null,"abstract":"Control of industrial environments is critical. This means that because these parameters are nonlinear, they affect one another. The proposed research concentrated on model and control of the air flow temperature process. A number of hybrid optimization techniques are used in order to build a reliable model and tune an optimal controller for PID, MPC, and IMC. An open loop test is first done to generate the mathematical model, model optimization techniques are then used to improve the model, and finally, the system identification toolbox is used to confirm the model. This unique controller can track settings more precisely and has the capacity to withstand quick changes in loading parameters. Mathematical modelling and controller parameter optimization are performed using hybrid optimization approaches such as Fmincon-GA and Fmincon-PS, and the results are assessed by simulating with respect to time.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125342534","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Design of a Sleep Transistor and Read, Write Separation based 6T SRAM Memory Array for Low Power IOT Applications 低功耗物联网应用中基于睡眠晶体管和读写分离的6T SRAM存储器阵列的设计
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588951
Krishnaraj R, S. T, V. N., Soundarya B, Sharmila A
{"title":"Design of a Sleep Transistor and Read, Write Separation based 6T SRAM Memory Array for Low Power IOT Applications","authors":"Krishnaraj R, S. T, V. N., Soundarya B, Sharmila A","doi":"10.1109/STCR51658.2021.9588951","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588951","url":null,"abstract":"IOT based applications are nearly rule the entire embedded based machines and industries nowadays. IOT based devices use lots and lots of memories to store multiple datum in the form of images, videos, audios and etc. Due to the capacitor is used in DRAM, which is more power consumed and uses large refreshing circuits. This problem is avoided in SRAM memory cell. The olden days SRAM cell consumed more power and produces more delay. To decrease the power consumption and time, the introduced 6T SRAM cell separates read and write operation and uses sleep transistor more importantly with same amount of transistors. The proposed SRAM array is designed using Cadence (4Snm) and the power measured as 3.6759pW, which is 78.2% of ordinary 6T SRAM array and delay is $87.1mumathrm{s}$, which is 67.8% of the delay produced by ordinary 6T SRAM array.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"271 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116049958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Development of E-polling Website using MERN 基于MERN的电子投票网站开发
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588994
T. Sivasakthi, V. Shivani, U. Palani, D. Vasanthi, S. Roshini, K. Saundariya
{"title":"Development of E-polling Website using MERN","authors":"T. Sivasakthi, V. Shivani, U. Palani, D. Vasanthi, S. Roshini, K. Saundariya","doi":"10.1109/STCR51658.2021.9588994","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588994","url":null,"abstract":"The proposed web application makes the voting process easy, user-friendly, secure, and reliable. This web application provides an online website for the voters to cast their votes in a secured way. Voting is a process by which a person selects a capable candidate to rule the nation. Presently, vote casting is performed by electronic voting machines. For that the voters have to visit the voting booth to cast their votes. So, it expands the voters’ valuable time. So, in this proposed system the vote casting is performed on a website. It saves the voter's valuable time and makes the counting process easy. The voting application is developed using MERN technologies (MongoDB, Express, React and Node). It helps us to create a secure, fast, easy and error free voting application. The application consists of two modules, the admin panel and the polling website. The database maintains the entire election details about voters, parties, and votes. The voter verification happens based on secret PIN provided by the election commission. This application helps the people to take part in online voting and cast the vote remotely from any place. Thereby, it increases the percentage of voting.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122825914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Iterative Hard Thresholding with Nonzero Index Initialization 具有非零索引初始化的迭代硬阈值
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9589000
B. Tausiesakul
{"title":"Iterative Hard Thresholding with Nonzero Index Initialization","authors":"B. Tausiesakul","doi":"10.1109/STCR51658.2021.9589000","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9589000","url":null,"abstract":"Several methods for signal acquisition in compressed sensing were proposed in the past. Iterative hard thresholding (IHT) algorithm and its variants can be considered as a kind of those methods based on gradient descent. Unfortunately, when the objective function has many local minima, the steepest descent typically suffers from being misled into attaining those local minima. One way to facilitate the nonlinear search to be close to the global solution is the preparation for good initialization. In this work, a nonzero index according to signal sparsity is applied as the initial value for the IHT algorithms, instead of all zeros as in the former works. Numerical examples illustrate that the nonzero index initialization can provide lower normalized root-mean-square error of the acquired signal than the conventional all-zeros initialization, especially for numerous nonzero elements in the signal.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128394937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
EEG Analysis of Human Perception based on Video-Audio Stimuli 基于视频音频刺激的人类感知脑电分析
2021 Smart Technologies, Communication and Robotics (STCR) Pub Date : 2021-10-09 DOI: 10.1109/STCR51658.2021.9588981
S. Manochitra, R. Partheepan
{"title":"EEG Analysis of Human Perception based on Video-Audio Stimuli","authors":"S. Manochitra, R. Partheepan","doi":"10.1109/STCR51658.2021.9588981","DOIUrl":"https://doi.org/10.1109/STCR51658.2021.9588981","url":null,"abstract":"Emotions plays a potential role in human computer interaction which are having an obligatory models of cognitive measures. The emotions are dominated by the human physiological communication channels. Those emotions could affect several human activities like learning, decision making, communication, perception, cognitive and so on. Also, some of the emotions are quite difficult to measure and interpret and having difficulty in incorporating them into a technology and design. On the other hand, state of the technologies has enabled us to capture the emotions and integrate them for the use of human computer interaction contexts. This paper delivers an attempt to model the emotions using electroencephalography (EEG). The video stimuli for the two representatives are based on a few negative, positive and neutral contents were shown to volunteers and EEG data was obtained. Further, EEG analysis were experimented and collected about their emotional states with subject's self reports. This study determines that the human emotions could be modelled for affect assessment module or for the usage in human computer interaction and affect based intelligent interactions.","PeriodicalId":217968,"journal":{"name":"2021 Smart Technologies, Communication and Robotics (STCR)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130173323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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