Volume-9 Issue-9, July 2020 – International Journal of Innovative Technology and Exploring Engineering (IJITEE)

D1816029420

IJITEE Journal — Sat, 05 Feb 2022 11:23:56 +0000

The International Journal of Innovative Technology and Exploring Engineering (IJITEE) has ISSN: 2278-3075 (online), an open-access, peer-reviewed, periodical monthly international journal. This journal is published by Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP) in January, February, March, April, May, June, July, August, September, October, November and December.The journal aims to publish high–quality peer–reviewed original articles in the area of Engineering and Technology that covers Computer Science and Engineering, Information Technology, Electrical and Electronics Engineering, Electronics and Telecommunication, Mechanical Engineering, Civil Engineering and all interdisciplinary streams of Engineering and Technology. #Smart Computing and Information Processing #Signal and Speech Processing #Image Processing and Pattern Recognition #WSN#Artificial Intelligence and machine learning #Data mining and warehousing #Data Analytics #Deep learning #Bioinformatics #High Performance computing #Advanced Computer Networking #Cloud Computing #IoT #Parallel Computing on GPU #Human Computer Interactions #Recent Trends in Microelectronics and VLSI Design #Process & Device Technologies #Low-Power Design #Nanometer-Scale Integrated Circuits #Application specific ICs (ASICs) #FPGAs #Nanotechnology #Nano Electronics and Quantum Computing #3. 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Semi-Automatic Seed Sowing Robot
Mosam K. Sangole¹, Dipak P. Patil², Ketan A. Dhamane³, Rohit K. Jathar⁴, Rushikesh S. Kardile⁵
¹Mr. Mosam K. Sangole*, Department of Electronics, College of Engineering, Pune, India.
²Dr. Dipak P. Patil, Principal, Department of Electronics & Telecommunication Engineering Sandip Institute of Engineering and Management Nashik, India.
³Mr. Ketan A. Dhamane, Department of Electronic and Telecommunication, Sandip Institute Engineering and Management, Nashik, India.
⁴Mr. Rohit K. Jathar, Department of Electronic and Telecommunication, Sandip Institute Engineering and Management, Nashik, India.
⁵Mr. Rushikesh S. Kardile, Department of Electronic and Telecommunication, Sandip Institute Engineering and Management, Nashik, India.
Manuscript received on March 15, 2020. | Revised Manuscript received on March 25, 2020. | Manuscript published on April 10, 2020. | PP: 1185-1188 | Volume-9 Issue-6, April 2020. | Retrieval Number: D1816029420/2020©BEIESP | DOI: 10.35940/ijitee.D1816.029420
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: Agriculture is the backbone of Indian economy. A half of the total population of our country has chosen agriculture as their chief occupation. due to the impact of latest “innovation in Agro-technology” farmers came to know about the various techniques involved in farming and the advantages in it. Due to this Now a days Agro-technology is improve day by day. Hence in this work of project we decided to design a better Electro-mechanical system which is available to the farmers at a cheaper cost & easy to use. It will be improved the standard of living of farmers as well as it will be help to reduce labour cost & time.
Keywords: Freeduino, DC Gear Motor, L298N Motor Driver, Servo Motor, Bluetooth Module HC-05
Scope of the Article: Autonomous Robots.

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G5698059720

IJITEE Journal — Sat, 22 Jan 2022 10:15:45 +0000

Reinforcement Learning using Convolutional Neural Network for Game Prediction
Suvain Goyal¹, Vaibhav Somani², S.Sharanya³
¹Suvain Goyal, Dept. of CSE SRM KTR Chennai, India.
²Vaibhav Somani, Dept. of CSE SRM KTR Chennai, India.
³Mrs S.Sharanya, Dept. of CSE SRM KTR Chennai, India.
Manuscript received on May 16, 2020. | Revised Manuscript received on May 20, 2020. | Manuscript published on June 10, 2020. | PP: 425-430 | Volume-9 Issue-8, June 2020. | Retrieval Number: G5698059720/2020©BEIESP | DOI: 10.35940/ijitee.G5698.069820
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: The paper presents a Deep learning model for playing computer games with elevated level information utilizing Reinforcement learning learning. The games are activity restricted (like snakes, catcher, air-bandit and so on.). The implementation is progressive in three parts. The first part deals with a simple neural network, the second one with Deep Q network and further to increase the accuracy and speed of the algorithm, the third part consists of a model consisting of convolution neural network for image processing and giving outputs from the fully connected layers so as to estimate the probability of an action being taken based on information extracted from inputs where we apply Q-learning to determine the best possible move. The results are further analysed and compared to provide an overview of the improvements in each methods.
Keywords: Deep Q Network, Convolutional Neural Networks , Q-Learning.
Scope of the Article: Deep Learning

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G5139059720

IJITEE Journal — Fri, 21 Jan 2022 05:29:58 +0000

Friend Recommendation using Unsupervised Machine Learning
Vaibhav Kothari¹, Nitin Namdev²
¹Mr. Vaibhav Kothari, Dept. of Computer Science Jawahar Institute of Technology, Borawa (M.P), India.
²Mr. Nitin Namdev, Assistant Professor Dept. of Computer Science Jawahar Institute of Technology, Borawa (M.P), India.
Manuscript received on May 09, 2020. | Revised Manuscript received on May 20, 2020. | Manuscript published on June 10, 2020. | PP: 5-8 | Volume-9 Issue-8, June 2020. | Retrieval Number: 100.1/ijitee.G5139059720 | DOI: 10.35940/ijitee.G5139.069820
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: Friend recommendation is one of a lot of accepted characteristics of amusing arrangement platforms, which recommends agnate or accustomed humans to users. The abstraction of friend recommendation originates from amusing networks such as Twitter and Facebook, which uses friends-of friends adjustment to acclaim people. We can say users do not accomplish accompany from accidental humans but end up authoritative accompany with their friends’ friends. The absolute methods accept attenuated ambit of recommendation and are beneath efficient. Here in our proposed access, we are applying an added hierarchical clustering technique with the collaborative clarification advocacy algorithm as well the Principle Component Analysis (PCA) adjustment is activated for abbreviation the ambit of abstracts to get added accurateness in the results. The hierarchical clustering will accommodate added allowances of the clustering technique over the dataset, and the PCA will adviserede fining the dataset by abbreviating the ambit of the dataset as required. By implementing the above appearance of these two techniques on the acceptable collaborative clarification advocacy algorithm, the above apparatus acclimated for recommendations can be improved.
Keywords: Friend recommendation, Collaborative filtering, Social network, Recommendation system.
Scope of the Article: Machine Learning

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J74290891020

IJITEE Journal — Fri, 21 Jan 2022 04:52:13 +0000

A Reliable Energy Efficient Data Aggregation Algorithm for Wireless Sensor Network
Sudha R¹, Sasikala N², Senthil Kumar P³, Jeganathan J⁴
¹Sudha R, Assistant Professor, Department of IT, PSNA College of Engineering & Technology, India.
²Sasikala N, Assistant Professor, Department of IT, PSNA College of Engineering & Technology, India.
³Senthil Kumar P, Assistant Professor, Department of IT, PSNA College of Engineering & Technology, India.
⁴Jeganathan J, Assistant Professor, Department of IT, PSNA College of Engineering & Technology, India.
Manuscript received on June 21, 2020. | Revised Manuscript received on July 03, 2020. | Manuscript published on July 10, 2020. | PP: 686-691 | Volume-9 Issue-9, July 2020 | Retrieval Number: 100.1/ijitee.J74290891020 | DOI: 10.35940/ijitee.J7429.079920
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: One of the popular and emerging networks is wireless sensor networks (WSN), where it comprises of an unlimited number of sensors deployed dynamically and irregularly in a geolocation, for a specific purpose. Each sensor node in the network sense, collect and transmit the environmental data from one location to other location. All the nodes have the capabilities of transmitting and receiving the documents. The major problem in WSN is energy efficiency and network lifetime. By reducing the energy consumption, the network life time can be increased. Clustering, scheduling and other related methods are used to reduce the energy consumption, during the data transmission and receiving. This paper proposed a Reliable Energy Efficient Data Aggregation (REEDA) method for improving the energy efficiency. All the common nodes or the cluster head nodes gather, aggregate, and transmit the data where it reduces the energy consumption. The aggregation method is applied according to correlation of data packets generated by entire node. Simulations results prove that the proposed algorithm provides a good solution for minimizing communication and computation cost.
Keywords: Energy consumption, Data aggregation, Communication cost, Wireless Sensor Network.
Scope of the Article: Wireless Sensor Network

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I7216079920

IJITEE Journal — Fri, 21 Jan 2022 04:45:29 +0000

Multifactor Authentication over Credit Card Fraud Detection and Prevention
Ashwini. M. Zinjurde¹, Vilas. B. Kamble²
¹Ashwini. M. Zinjurde*, Department of CSE, PESCOE, Aurangabad, India.
²Dr. Vilas. B. Kamble, Department of CSE, PESCOE, Aurangabad, India.
Manuscript received on June 17, 2020. | Revised Manuscript received on July 10, 2020. | Manuscript published on July 10, 2020. | PP: 680-685 | Volume-9 Issue-9, July 2020 | Retrieval Number: 100.1/ijitee.I7216079920 | DOI: 10.35940/ijitee.I7216.079920
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: Online banking becomes most used method for banking transaction now days. Now the trend is turning towards digitization and so is the population going towards the same thing. People often go to the credit/debit card, Net Banking, etc. online methods. Confidentiality may be hacked during online transactions. To reduced, fraud online activities so, as to secure the data by a two-step authentication method. The primary step of authentication is to verifying OTP. Once the OTP is verified, face recognition will be done. The data is analyzed and the results for both the valid and invalid transactions are sent to the Bank. A new card scanning system has important factor such as most safety, user-friendliness, etc. The application’s importance is to mitigate credit card fraud through Face device awareness. The customers get both most usable and highly secure online banking application.
Keywords: Credit Card, Fraud Detection, OTP, Online Banking System.
Scope of the Article: Authentication

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B6413129219

IJITEE Journal — Fri, 21 Jan 2022 04:40:06 +0000

Action Adventure Game Based for Virtual Faculty Environment
H.A. Sulaiman¹, S. H. Muhamadi², A. N. Che Pee³, M. H. L. Abdullah⁴, M. H. Zakaria⁵, S. S. Rahim⁶
¹H.A. Sulaiman*, Center for Advanced Computing Technology, Faculty Technology, Maklumat Dan Komunikasi, University Teknikal Malaysia, Durian Tunggal, Melaka, Malaysia.
²Syazwan Harith Bin Muhamad, Former Student of University Teknikal Malaysia Melaka, Durian Tunggal, Melaka.
³A. N. Che Pee, Center for Advanced Computing Technology, Faculty Technology, Maklumat Dan Komunikasi, University Teknikal Malaysia, Durian Tunggal, Melaka, Malaysia.
⁴M. H. L. Abdullah, Center for Advanced Computing Technology, Faculty Technology, Maklumat Dan Komunikasi, University Teknikal Malaysia, Durian Tunggal, Melaka, Malaysia.
⁵M. H. Zakaria, Center for Advanced Computing Technology, Faculty Technology, Maklumat Dan Komunikasi, University Teknikal Malaysia, Durian Tunggal, Melaka, Malaysia.
⁶S. S. Rahim, Center for Advanced Computing Technology, Faculty Technology, Maklumat Dan Komunikasi, University Teknikal Malaysia, Durian Tunggal, Melaka, Malaysia.
Manuscript received on June 13, 2020. | Revised Manuscript received on June 29, 2020. | Manuscript published on July 10, 2020. | PP: 674-679 | Volume-9 Issue-9, July 2020 | Retrieval Number: 100.1/ijitee.B6413129219 | DOI: 10.35940/ijitee.B6413.079920
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: Aim of this game is to promote Faculty of Information and Communication Technology (FTMK) and teach a basic C++ programming using game. FTMK is a faculty at University Teknikal Malaysia Melaka (UTeM) that offer computer science and information technology course. The Savior is an action adventure game that consist of several mission and story that need player to follow. The mission is involving of answer the question and fight the enemy. This game is action adventure where the game is not totally full educational game. It also has some entertainment and action in this game. The objective of this project is to study on action adventure game for educational based game. Next, to design and develop educational based action game that concentrating on promoting FTMK. Finally, to evaluate, debug and then conduct a survey for the corresponding action adventure game. This project has four phases, which is Concepting phase, Per-Production phase and Post Production phase. The expected result is to let people know more about FTMK and more understand C++ programming language.
Keywords: Virtual Environment, Action, Adventure, Game.
Scope of the Article: Virtual & Overlay Networks

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G5445059720

IJITEE Journal — Fri, 21 Jan 2022 04:28:51 +0000

Effect of Kerosene on Bituminous Mix
Shajeev S.¹, Bino I. Koshy²
¹Shajeev S., Assistant Executive Engineer, Department of Kerala Public Works, Kerala, India.
²Bino I. Koshy, Professor, Amal Jyothi College of Engineering, Kanjirappally, Kerala.
Manuscript received on June 14, 2020. | Revised Manuscript received on June 29, 2020. | Manuscript published on July 10, 2020. | PP: 668-673 | Volume-9 Issue-9, July 2020 | Retrieval Number: 100.1/ijitee.G5445059720 | DOI: 10.35940/ijitee.G5445.079920
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: The flexible pavements often do not live up to the designed period due to various reasons, including the addition of petroleum diluents in the bituminous mix. The presence of petroleum diluents in the bituminous mix changes the properties of the bitumen binder as well as the mix. In hot mix plants, kerosene is used as a fuel for heating the aggregate and a little quantity of the kerosene sometimes gets mixed with aggregate in unburned condition. With the presence of petroleum diluents, the bitumen becomes less viscous and the mix becomes softer even after the normal hardening period of the bitumen. This study was conducted to evaluate the property changes in bitumen as well as in mix with the presence of kerosene including Rolling Thin Film Oven (RTFO) short ageing test. A performance study also conducted for the durability of the mix.
Keywords: Kerosene modified Bitumen, Diluents, Durability, RTFO, Ageing.
Scope of the Article: Materials and Durability

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B6449129219

IJITEE Journal — Fri, 21 Jan 2022 04:24:16 +0000

Application of Dynamic System to Improve the Efficiency of Operational Activities in PT. Indo Trisula Karya
Dio Rizky Perdana¹, Adi Teguh Suprapto²
¹Dio Rizky Perdana, Management Department, BINUS Business School Undergraduate Program, Bina Nusantara University, Jakarta, Indonesia.
²Adi Teguh Suprapto*, Management Department, BINUS Business School Undergraduate Program, Bina Nusantara University, Jakarta, Indonesia.
Manuscript received on June 15, 2020. | Revised Manuscript received on June 28, 2020. | Manuscript published on July 10, 2020. | PP: 658-667 | Volume-9 Issue-9, July 2020 | Retrieval Number: 100.1/ijitee.B6449129219 | DOI: 10.35940/ijitee.B6449.079920
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: PT Indo Trisula Karya is a company engaging in the field of industrial manufacturing within subdivision of textile goods, producing made-to-order t-shirts. In the past few production periods, the company has been undergoing opportunity loss that is caused by incapability of regular production capacity to fulfil production demand. Meagre fund in an attempt to expand the business such as addition of equipment and tools to support operational activities, as well as addition to manpower, are the cause of the deprivation. The purpose of this research is to retrieve the performance of company’s operational activities to which every production period and production demand converge by applying system dynamic model, using overtime and subcontract production system approach, and data is processed using vensim software. The outcome is by applying 3 systems simultaneously production system regular, overtime, and subcontract, the company is able to fulfil its highest demand achieved in production period of May 2017 as much as 9.760 t-shirts with 42 t-shirts in excess at the end of simulation.
Keywords: System dynamic, Operations management, Overtime, Subcontract.
Scope of the Article: Foundations Dynamics

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I7227079920

IJITEE Journal — Fri, 21 Jan 2022 04:19:43 +0000

Design and Analysis of Circular Monopole antenna for WLAN and WI-Max Application in S band
Bhavna Sharma¹, Punam Rani², Prachi Gupta³
¹Bhavna Sharma*, M Tech ECE Student, CT University, Ludhiana Ferozepur Road, India.
²Dr Punam Rani, Associate Prof Head Of School, CT University, Ludhiana Ferozepur Road, India.
³Prachi Gupta, Asst Prof EE, MIET, Jammu, India.
Manuscript received on June 14, 2020. | Revised Manuscript received on June 28, 2020. | Manuscript published on July 10, 2020. | PP: 653-657 | Volume-9 Issue-9, July 2020 | Retrieval Number: 100.1/ijitee.I7227079920 | DOI: 10.35940/ijitee.I7227.079920
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: In today’s existence, the technology for communication is continuously growing. The agile achievement in ultra-broadband antennas in wireless communication is increased. A circular monopole microstrip patch antenna has been developed in this research paper. The parameters grandiose by antenna perfmonance are researched. The design is designed to achieve desired gain and bandwidth at 2.4 GHz frequency, with a defected ground system (DGS). This antenna design has been effectuated using FR-4 as the dielectric substrate with 4.3 as dielectric constant. In computer simulation technology (CST) the model monopole circular microstrip patch antenna is simulated and the results needed are achieved. The S11 parameter is obtained as -17.28 decibels which is below -10 decibel. The gain obtained at 2.4 GHz frequency is 1.730 decibel. Application in S band devices, including Wi-Max, WLAN, radio altimeter, cordless phones, wireless headphones etc., were built in this research article.
Keywords: DGS, Monopole circular Microstrip patch antenna, CST, Gain.
Scope of the Article: Microstrip Antenna Design and Application

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I7647079920

IJITEE Journal — Fri, 21 Jan 2022 04:11:13 +0000

Polariton Modes in Two-Dimensional Dispersive and Absorptive Photonic Crystals
N. Chandrasekar
N.Chandrasekar*, School of Electronics Engineering, Vellore Institute of Technology, Chennai Campus, Chennai, India.

Manuscript received on June 14, 2020. | Revised Manuscript received on June 27, 2020. | Manuscript published on July 10, 2020. | PP: 648-652 | Volume-9 Issue-9, July 2020 | Retrieval Number: 100.1/ijitee.I7647079920 | DOI: 10.35940/ijitee.I7647.079920
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

Abstract: Two-dimensional photonic crystals play important role in practical photonic devices. In this study, Hamiltonian method is used to determine the evolution equations for the fields. This method allows us to determine the polariton modes inside a periodically structured medium. For a two-dimensional photonic crystal, the Hamiltonian for electromagnetic field interaction with structured medium is constructed and the evolution equations for fields are determined from Hamilton’s equations of motion. The polariton modes are found from the canonical form of the Hamiltonian.
Keywords: Hamiltonian, Photonic Crystals, Polariton, Structured Medium.
Scope of the Article: Microwave Photonics

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