Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994445
Mohammed Abdrabou, T. Gulliver
Space information networks (SINs) have been proposed to improve terrestrial network coverage and reliability for worldwide access to internet-based services. SINs rely on low-earth orbit (LEO) satellites to provide these services. However, the SIN architecture poses greater authentication concerns, such as spoofing attacks, than traditional networks. Hence, an adaptive physical layer authentication (PLA) scheme is proposed in this paper to provide effective authentication for LEO satellites. This scheme employs hypothesis testing with a threshold to dis-tinguish between legitimate and illegitimate satellites using the Doppler frequency spread (DS) and received power (RP) as characteristics. The proposed approach is evaluated for on-the-move satellite communication (OTMSC) systems. The results obtained show that using the RP and DS as characteristics provides high authentication performance.
{"title":"Threshold-Based Physical Layer Authentication for Space Information Networks","authors":"Mohammed Abdrabou, T. Gulliver","doi":"10.1109/COMNETSAT56033.2022.9994445","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994445","url":null,"abstract":"Space information networks (SINs) have been proposed to improve terrestrial network coverage and reliability for worldwide access to internet-based services. SINs rely on low-earth orbit (LEO) satellites to provide these services. However, the SIN architecture poses greater authentication concerns, such as spoofing attacks, than traditional networks. Hence, an adaptive physical layer authentication (PLA) scheme is proposed in this paper to provide effective authentication for LEO satellites. This scheme employs hypothesis testing with a threshold to dis-tinguish between legitimate and illegitimate satellites using the Doppler frequency spread (DS) and received power (RP) as characteristics. The proposed approach is evaluated for on-the-move satellite communication (OTMSC) systems. The results obtained show that using the RP and DS as characteristics provides high authentication performance.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"144 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128615601","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994362
Alwin Maulana, Pradana Ananda Raharja
The architectural migration of the banking service system from a monolithic architecture to a microservices architecture is now comprehensive. However, service applications that adapt to a monolithic architecture have many shortcomings at the time of development. This paper analyses, migration, and testing microservices architecture to meet the needs of banking services at PT. Bank Negara Indonesia with the scrum method. The Scrum method focuses on migration analysis, data inquiry, details inquiry, remis-supply, deployment, and testing. The test results on migrating banking services to microservices can be applied and have non-constant performance.
银行服务系统从单片体系结构到微服务体系结构的体系结构迁移现在是全面的。然而，适应单片体系结构的服务应用程序在开发时存在许多缺点。本文使用scrum方法分析、迁移和测试微服务架构，以满足PT. Bank Negara Indonesia银行服务的需求。Scrum方法侧重于迁移分析、数据查询、细节查询、交付、部署和测试。将银行服务迁移到微服务的测试结果可以应用，并且具有非恒定的性能。
{"title":"Design and Testing on Migration of Remiss-Supply in Banking System to Microservice Architecture","authors":"Alwin Maulana, Pradana Ananda Raharja","doi":"10.1109/COMNETSAT56033.2022.9994362","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994362","url":null,"abstract":"The architectural migration of the banking service system from a monolithic architecture to a microservices architecture is now comprehensive. However, service applications that adapt to a monolithic architecture have many shortcomings at the time of development. This paper analyses, migration, and testing microservices architecture to meet the needs of banking services at PT. Bank Negara Indonesia with the scrum method. The Scrum method focuses on migration analysis, data inquiry, details inquiry, remis-supply, deployment, and testing. The test results on migrating banking services to microservices can be applied and have non-constant performance.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132264968","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994406
N. Nasaruddin, Nazuar Rafli, Yunida Yunida, R. Muharar
The millimeter wave (mmWave) 5G technology has a frequency with a wavelength between 1–10 millimeters and large bandwidth of 1 GHz., which can cope with the demand for capacity due to increasing cellular users. Therefore., to assist in implementing the 5G mmWave network., this paper conducts network planning for the 5G mmWave in urban areas using two Base Transceiver Stations (BTS) for macrocells. In the planning., we consider five scenarios based on 8,16, 32, 64, 128, and 256 antennas and a hybrid beamforming technique consisting of analog and digital beamforming. Furthermore., the link budget is analyzed to determine the received power and bit rate at the micro base station (BTS) from macro-to-micro BTS transmission and the user equipment (UE) from micro BTS-to-UEs transmission to evaluate the performance of the planned network. The simulation of the planned network has been conducted., and the results show that the large number of antennas used on both the transmitter and receiver sides., the greater the receiving power and bit rate. Besides that., the signal-to-interference-plus-noise ratio (SINR) strength for two cases (64 and 256 element antennas) also achieves the highest SINR, which reaches 22 dB.
{"title":"Network Planning and Performance Analysis for 5G mmWave in Urban Areas","authors":"N. Nasaruddin, Nazuar Rafli, Yunida Yunida, R. Muharar","doi":"10.1109/COMNETSAT56033.2022.9994406","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994406","url":null,"abstract":"The millimeter wave (mmWave) 5G technology has a frequency with a wavelength between 1–10 millimeters and large bandwidth of 1 GHz., which can cope with the demand for capacity due to increasing cellular users. Therefore., to assist in implementing the 5G mmWave network., this paper conducts network planning for the 5G mmWave in urban areas using two Base Transceiver Stations (BTS) for macrocells. In the planning., we consider five scenarios based on 8,16, 32, 64, 128, and 256 antennas and a hybrid beamforming technique consisting of analog and digital beamforming. Furthermore., the link budget is analyzed to determine the received power and bit rate at the micro base station (BTS) from macro-to-micro BTS transmission and the user equipment (UE) from micro BTS-to-UEs transmission to evaluate the performance of the planned network. The simulation of the planned network has been conducted., and the results show that the large number of antennas used on both the transmitter and receiver sides., the greater the receiving power and bit rate. Besides that., the signal-to-interference-plus-noise ratio (SINR) strength for two cases (64 and 256 element antennas) also achieves the highest SINR, which reaches 22 dB.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134206094","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994394
N. Nurhayati, Mohammad Iyo Agus Setyono, Alga Mardhiarta Yundha Tama, M. N. Mohd Yasin
This article proposes a new design of a triangular microstrip patch antenna using a coplanar waveguide and defected ground surface technique for use in 28 GHz 5G network communication. The antenna is designed using a Rogers RT 5880 substrate with a relative permittivity (εr) of 2.2, a substrate height (h) of 0.5 mm, and a loss tangent (tan) of 1.9. The simulation results that have been carried out show the return loss of -19.770 dB and a VSWR of 1.229. The working frequency of this antenna is 27.85 GHz and the frequency of the setting is obtained by adjusting the length and width of the feed and the dimensions of the patch on the antenna. The antenna bandwidth obtained is 2.036 GHz.
{"title":"Triangular Patch Antenna Using Coplanar Waveguide and DGS for 5G Communication","authors":"N. Nurhayati, Mohammad Iyo Agus Setyono, Alga Mardhiarta Yundha Tama, M. N. Mohd Yasin","doi":"10.1109/COMNETSAT56033.2022.9994394","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994394","url":null,"abstract":"This article proposes a new design of a triangular microstrip patch antenna using a coplanar waveguide and defected ground surface technique for use in 28 GHz 5G network communication. The antenna is designed using a Rogers RT 5880 substrate with a relative permittivity (εr) of 2.2, a substrate height (h) of 0.5 mm, and a loss tangent (tan) of 1.9. The simulation results that have been carried out show the return loss of -19.770 dB and a VSWR of 1.229. The working frequency of this antenna is 27.85 GHz and the frequency of the setting is obtained by adjusting the length and width of the feed and the dimensions of the patch on the antenna. The antenna bandwidth obtained is 2.036 GHz.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123993322","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994286
A. Ma’arif, Iswanto Suwarno, H. Maghfiroh, Wahyu Rahmaniar, Aninditya Anggari Nuryono, Nia Maharani Raharja
A sliding mode control (SMC) was implemented to control the angular speed of the DC motor in terms of reference tracking and overcoming parameter uncertainties. Moreover, a detailed performance comparison of the method with Proportional Integral Derivative (PID) Control and integral state feedback (ISF) was presented. The research was done using simulation in Simulink MATLAB with A DC motor model in a transfer function. Parameters in the sliding function significantly influenced the augmented system performance. Based on the simulation results, the SMC outperforms the PID and ISF control, especially in the system's time response. Using SMC, the augmented system can be considered robust from resistance and inductance uncertainties, with no overshoot occurring in the system response.
{"title":"Sliding Mode Control of Angular Speed DC Motor System with Parameter Uncertainty","authors":"A. Ma’arif, Iswanto Suwarno, H. Maghfiroh, Wahyu Rahmaniar, Aninditya Anggari Nuryono, Nia Maharani Raharja","doi":"10.1109/COMNETSAT56033.2022.9994286","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994286","url":null,"abstract":"A sliding mode control (SMC) was implemented to control the angular speed of the DC motor in terms of reference tracking and overcoming parameter uncertainties. Moreover, a detailed performance comparison of the method with Proportional Integral Derivative (PID) Control and integral state feedback (ISF) was presented. The research was done using simulation in Simulink MATLAB with A DC motor model in a transfer function. Parameters in the sliding function significantly influenced the augmented system performance. Based on the simulation results, the SMC outperforms the PID and ISF control, especially in the system's time response. Using SMC, the augmented system can be considered robust from resistance and inductance uncertainties, with no overshoot occurring in the system response.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128831912","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994366
Andi Akram Nur Risal, Z. Zainuddin, M. Niswar
The issuance of the Regulation Minister of Education and Culture number 51 of 2018 regulates new student admission by implementing a zoning system to achieve equal distribution of education quality in every school, especially at the high school level in Makassar city. This study aims to cluster the school zoning area based on the closest distance between the student's domicile and the school location. The dataset used is 22 school locations and 2248 student location data. In this paper, the method used is constrained k-means to cluster the prospective new students to each school. The constrained k-means method works based on the value of K as the closest cluster center to the value of N (cluster members) with a linear programming algorithm (LPA) approach so that each cluster has a balanced N member. The results of this study can overcome the unbalanced data distribution problem with an average cluster member value of 103 and the absence of empty clusters in each school/centroid. Thus, the system can be implemented in the new student admissions process as a reference in determining the optimal and accurate school zoning area based on the cluster center.
{"title":"School Zoning System for Student Admission using Constrained K-Means Algorithms","authors":"Andi Akram Nur Risal, Z. Zainuddin, M. Niswar","doi":"10.1109/COMNETSAT56033.2022.9994366","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994366","url":null,"abstract":"The issuance of the Regulation Minister of Education and Culture number 51 of 2018 regulates new student admission by implementing a zoning system to achieve equal distribution of education quality in every school, especially at the high school level in Makassar city. This study aims to cluster the school zoning area based on the closest distance between the student's domicile and the school location. The dataset used is 22 school locations and 2248 student location data. In this paper, the method used is constrained k-means to cluster the prospective new students to each school. The constrained k-means method works based on the value of K as the closest cluster center to the value of N (cluster members) with a linear programming algorithm (LPA) approach so that each cluster has a balanced N member. The results of this study can overcome the unbalanced data distribution problem with an average cluster member value of 103 and the absence of empty clusters in each school/centroid. Thus, the system can be implemented in the new student admissions process as a reference in determining the optimal and accurate school zoning area based on the cluster center.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117308655","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994297
N. Nurhayati, E. Setijadi, M. N. Mohd Yasin
This study purposes a new design of a coplanar Vivaldi antenna using a Wave Slot structure that could be applied for radar applications. The Coplanar Vivaldi Antenna works in a frequency of 0.5 to 4.87 GHz. By adding a wave slot structure at the edge of the patch on both sides of the coplanar patch, it can increase the directivity of the antenna. We compare five types of Coplanar Vivaldi Antenna (CVA) with Wave Slot (WS) structures with different positions and tilt angles ie: Regular Coplanar Vivaldi Antenna (RCVA), Vertical Wave Slot Coplanar Vivaldi Antenna (VWS-CVA), Horizontal Wave Slot Coplanar Vivaldi Antenna (HWS-CVA), Left Tilt Wave Slot Coplanar Vivaldi Antenna (LTWS-CVA) and Right Tilt Wave Slot Coplanar Vivaldi Antenna (RTWS CVA). From the simulation results, an antenna with a wave structure can increase directivity. At frequency 2.5 GHz LTWS-CVA gets a directivity of 6,38 dBi while RTWS-CVA reaches a directivity of 8,44 dBi. At a frequency of 2 GHz, HWS-CVA yields an improvement of directivity as 4.92 dBi if it compares with RCVA, hence it could be applied for radar applications.
{"title":"Coplanar Vivaldi Antenna with Wave Slot structure for RADAR application","authors":"N. Nurhayati, E. Setijadi, M. N. Mohd Yasin","doi":"10.1109/COMNETSAT56033.2022.9994297","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994297","url":null,"abstract":"This study purposes a new design of a coplanar Vivaldi antenna using a Wave Slot structure that could be applied for radar applications. The Coplanar Vivaldi Antenna works in a frequency of 0.5 to 4.87 GHz. By adding a wave slot structure at the edge of the patch on both sides of the coplanar patch, it can increase the directivity of the antenna. We compare five types of Coplanar Vivaldi Antenna (CVA) with Wave Slot (WS) structures with different positions and tilt angles ie: Regular Coplanar Vivaldi Antenna (RCVA), Vertical Wave Slot Coplanar Vivaldi Antenna (VWS-CVA), Horizontal Wave Slot Coplanar Vivaldi Antenna (HWS-CVA), Left Tilt Wave Slot Coplanar Vivaldi Antenna (LTWS-CVA) and Right Tilt Wave Slot Coplanar Vivaldi Antenna (RTWS CVA). From the simulation results, an antenna with a wave structure can increase directivity. At frequency 2.5 GHz LTWS-CVA gets a directivity of 6,38 dBi while RTWS-CVA reaches a directivity of 8,44 dBi. At a frequency of 2 GHz, HWS-CVA yields an improvement of directivity as 4.92 dBi if it compares with RCVA, hence it could be applied for radar applications.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127343624","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994455
Mega Pranata, Aditya Wijayanto, M. Sidiq
This research aims to compare two Web Servers on Single board computer (SBC). Sbc is usually used for IoT applications because only needs a small amount of power and is compact in size. Raspberry Pi 4 Model B with 8GB of RAM and 128GB SD Card is used in this research. We compare Apache Web Server and Nginx as web servers. WordPress and Apache Benchmark are used to evaluate the performance of web servers. The servers were tested with 10, 25, 50, and 100 concurrency levels with 1000 requests every test.
本研究的目的是比较单板计算机(SBC)上的两个Web服务器。Sbc通常用于物联网应用，因为它只需要少量的功率，体积小巧。本研究使用的树莓派4型号B，内存为8GB, SD卡为128GB。我们比较Apache Web Server和Nginx作为Web服务器。WordPress和Apache Benchmark用于评估web服务器的性能。对服务器进行了10、25、50和100个并发级别的测试，每个测试有1000个请求。
{"title":"Performance Comparison of Web Server Application on Single Board Computer","authors":"Mega Pranata, Aditya Wijayanto, M. Sidiq","doi":"10.1109/COMNETSAT56033.2022.9994455","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994455","url":null,"abstract":"This research aims to compare two Web Servers on Single board computer (SBC). Sbc is usually used for IoT applications because only needs a small amount of power and is compact in size. Raspberry Pi 4 Model B with 8GB of RAM and 128GB SD Card is used in this research. We compare Apache Web Server and Nginx as web servers. WordPress and Apache Benchmark are used to evaluate the performance of web servers. The servers were tested with 10, 25, 50, and 100 concurrency levels with 1000 requests every test.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131936802","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994392
Rifky Aditya, Hilal H. Nuha, Sidik Prabowo
Recently, the Internet of Things (IoT) has developed into a technology to build a Smart Environment. Security and privacy are important in building an IoT-based Smart Environment. A low level of security on IoT-based systems can lead to attacks or threats that have an impact on Smart Environment applications. Therefore, an Intrusion Detection System (IDS) is urgently needed to improve security on loT-based systems from attacks. In this journal, the author proposes an Intrusion Detection System using the Support Vector Machine (SVM) as a classifier to classify data that is affected by attacks and normal ones. The author takes the case by using a dataset containing data retrieved from IoT devices. The system to be built consists of several processes, namely Preprocessing, Data Split, Classification with SVM, and system performance analysis. In the last process, the accuracy value of the system created will be obtained. The experimental results show that the SVM is able to achieve over 89% of accuracy.
{"title":"Intrusion Detection using Support Vector Machine on Internet of Things Dataset","authors":"Rifky Aditya, Hilal H. Nuha, Sidik Prabowo","doi":"10.1109/COMNETSAT56033.2022.9994392","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994392","url":null,"abstract":"Recently, the Internet of Things (IoT) has developed into a technology to build a Smart Environment. Security and privacy are important in building an IoT-based Smart Environment. A low level of security on IoT-based systems can lead to attacks or threats that have an impact on Smart Environment applications. Therefore, an Intrusion Detection System (IDS) is urgently needed to improve security on loT-based systems from attacks. In this journal, the author proposes an Intrusion Detection System using the Support Vector Machine (SVM) as a classifier to classify data that is affected by attacks and normal ones. The author takes the case by using a dataset containing data retrieved from IoT devices. The system to be built consists of several processes, namely Preprocessing, Data Split, Classification with SVM, and system performance analysis. In the last process, the accuracy value of the system created will be obtained. The experimental results show that the SVM is able to achieve over 89% of accuracy.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"257 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132333765","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}
Pub Date : 2022-11-03DOI: 10.1109/COMNETSAT56033.2022.9994505
Soraida Sabella, M. Susanto, F. A. Setyawan, F. Hamdani
The increasing demands for multimedia mobile traffics in cellular communication networks have resulted in a massive increase in interests of researchers to increase network capacity and to improve the network quality. Device to Device (D2D) communication has emerged as a promising technology to improve spectral efficiency further. In a conventional cellular network, cellular users or Cellular User Equipment (CUE) communicate with each other through a central coordinator such as a base station (BS) or E node B (eNB). D2D communication allows the users (D2D pair) communicate directly each other without going through eNB. However, enabling D2D communication in the cellular networks cause the interference issues, since D2D devices share the frequency bandwidth with the conventional cellular networks, i.e., in-band D2D. The interference situations become more worse in the multicell scenario of cellular system. This paper proposes a resource allocation method for D2D communication in downlink cellular systems using soft Fractional Frequency Reuse (FFR) scheme. Modeling and simulation have been used to examine the proposed soft FFR in multicell scenario consisting of three cell of macrocell cellular communication networks. Extensive simulation experiment has been carried out and the performance parameters in terms of Signal to Interference plus Noise Ratio (SINR), throughput, and Bit Error Rate (BER) has been measured. The simulation results for soft FFR are compared to the three multicell cellular networks without soft FFR. The simulation results show that the proposed soft FFR can improve the cellular network with a number of D2D pairs deployed. SINR performance achieves 50% improvement with 100 D2D pairs deployed in the cell center of macrocell.
{"title":"Soft FFR Scheme for Distributed D2D Communication in Multicell of Cellular Communication Networks","authors":"Soraida Sabella, M. Susanto, F. A. Setyawan, F. Hamdani","doi":"10.1109/COMNETSAT56033.2022.9994505","DOIUrl":"https://doi.org/10.1109/COMNETSAT56033.2022.9994505","url":null,"abstract":"The increasing demands for multimedia mobile traffics in cellular communication networks have resulted in a massive increase in interests of researchers to increase network capacity and to improve the network quality. Device to Device (D2D) communication has emerged as a promising technology to improve spectral efficiency further. In a conventional cellular network, cellular users or Cellular User Equipment (CUE) communicate with each other through a central coordinator such as a base station (BS) or E node B (eNB). D2D communication allows the users (D2D pair) communicate directly each other without going through eNB. However, enabling D2D communication in the cellular networks cause the interference issues, since D2D devices share the frequency bandwidth with the conventional cellular networks, i.e., in-band D2D. The interference situations become more worse in the multicell scenario of cellular system. This paper proposes a resource allocation method for D2D communication in downlink cellular systems using soft Fractional Frequency Reuse (FFR) scheme. Modeling and simulation have been used to examine the proposed soft FFR in multicell scenario consisting of three cell of macrocell cellular communication networks. Extensive simulation experiment has been carried out and the performance parameters in terms of Signal to Interference plus Noise Ratio (SINR), throughput, and Bit Error Rate (BER) has been measured. The simulation results for soft FFR are compared to the three multicell cellular networks without soft FFR. The simulation results show that the proposed soft FFR can improve the cellular network with a number of D2D pairs deployed. SINR performance achieves 50% improvement with 100 D2D pairs deployed in the cell center of macrocell.","PeriodicalId":221444,"journal":{"name":"2022 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130230974","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}
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