Pub Date : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310869
Aulia Fathoni, N. Ismail, Slamet Risnanto, A. Munir
In this paper, the design of compact bandpass filter (BPF) based on Substrate Integrated Waveguide (SIW) technique for Global Positioning System (GPS) application is presented. The use of SIW technique in the design of BPF aims to produce the filter size as compact as possible while maintaining the optimum filter performance. There are 2 designs of compact SIW BPF used for performance investigation which have a difference in the physical parameter. Both proposed compact SIW BPFs are deployed on 2 layers of 1.6mm thick FR4 epoxy dielectric substrate. In order to acquire a narrow bandwidth response of SIW BPF, some metallic vias are arranged in middle part of the filter. The characterization results show that the proposed design of compact SIW BPF has the center frequency of 1.575GHz yield the filter suitable for GPS application.
{"title":"Design of Compact SIW Bandpass Filter for GPS Application","authors":"Aulia Fathoni, N. Ismail, Slamet Risnanto, A. Munir","doi":"10.1109/TSSA51342.2020.9310869","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310869","url":null,"abstract":"In this paper, the design of compact bandpass filter (BPF) based on Substrate Integrated Waveguide (SIW) technique for Global Positioning System (GPS) application is presented. The use of SIW technique in the design of BPF aims to produce the filter size as compact as possible while maintaining the optimum filter performance. There are 2 designs of compact SIW BPF used for performance investigation which have a difference in the physical parameter. Both proposed compact SIW BPFs are deployed on 2 layers of 1.6mm thick FR4 epoxy dielectric substrate. In order to acquire a narrow bandwidth response of SIW BPF, some metallic vias are arranged in middle part of the filter. The characterization results show that the proposed design of compact SIW BPF has the center frequency of 1.575GHz yield the filter suitable for GPS application.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"95 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134430641","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 : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310828
Rheyuniarto Sahlendar Asthan, D. Corio, M. Ulfah, U. A. Ramadhani, Kusmadi, A. Munir
This paper deals with the design and characterization of high gain amplifier for extremely low frequency (ELF) receiver application. As the low level of ELF waves received by the antenna, an amplifier is considerably required to enhance receiver performance before data acquisition. The amplifier is built based on a low noise operational amplifier (Op-Amp) OP27 and intended to achieve high amplification in the frequency range of 1Hz to 50Hz. In order to avoid undesired frequency, the amplifier is equipped with the 2nd order low-pass active filter using the Sallen-Key topology with the cut-off frequency of 50Hz. The characterization results show that the proposed ELF receiver has maximum high gain of 60.8dB and high sensitivity for different low level inputs.
{"title":"Design and Characterization of High Gain Amplifier for ELF Receiver Application","authors":"Rheyuniarto Sahlendar Asthan, D. Corio, M. Ulfah, U. A. Ramadhani, Kusmadi, A. Munir","doi":"10.1109/TSSA51342.2020.9310828","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310828","url":null,"abstract":"This paper deals with the design and characterization of high gain amplifier for extremely low frequency (ELF) receiver application. As the low level of ELF waves received by the antenna, an amplifier is considerably required to enhance receiver performance before data acquisition. The amplifier is built based on a low noise operational amplifier (Op-Amp) OP27 and intended to achieve high amplification in the frequency range of 1Hz to 50Hz. In order to avoid undesired frequency, the amplifier is equipped with the 2nd order low-pass active filter using the Sallen-Key topology with the cut-off frequency of 50Hz. The characterization results show that the proposed ELF receiver has maximum high gain of 60.8dB and high sensitivity for different low level inputs.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129426276","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 : 2020-11-04DOI: 10.1109/tssa51342.2020.9310910
Djoko Pitoyo, Suharyanto, Inayati Nasmdin
Entrepreneurship in the form of outlets for selling cellular pulses and quotas is an important spearhead in the cellular telecommunications business, in addition to network infrastructure and other technical features that must be owned by cellular telecommunications service providers or providers. In line with the development of cellular telecommunication and the internet in recent years, the number of outlets selling pulses and quotas is increasingly needed. ABC Cellular is one of the cellular outlet entrepreneurs in West Bandung with several outlets it has. To improve services to consumers and develop their business, the owner plans to add more outlets that he manages by opening a new outlet. For this reason, it is necessary to determine the location of the land where the outlet will be opened, especially in the West Bandung area. There are several alternative locations, namely: in South Cimahi, Cimahi Tengah, Padalarang, Ciburuy, and Cisarua, West Bandung Regency. The outlet building to be used is in a good location in terms of technical, economic, and security aspects. Specific criteria that are considered in determining this location are land rental price, level of competition, distance from other outlets, consumer access, and location visibility, investment value for the next 5 years, and the development of the number of customers. By using the Simple Additive Weighting method in making decisions, it is found that the best location to open a new ABC Cellular outlet is in South Cimahi.
除了网络基础设施和其他必须由蜂窝电信服务提供商或供应商拥有的技术特征之外,以销售蜂窝脉冲和配额的网点形式出现的创业精神是蜂窝电信业务中的一个重要先锋。近年来,随着移动通信和互联网的发展,越来越需要销售脉冲和配额的网点。ABC Cellular是西万隆的蜂窝网点企业家之一,拥有几个网点。为了改善对消费者的服务并发展他们的业务,店主计划通过开设新门店来增加他管理的门店。因此,有必要确定将开设出口的土地的位置,特别是在西万隆地区。有几个可供选择的地点,即:在南Cimahi, Cimahi Tengah, Padalarang, cibury和西万隆县的Cisarua。所使用的出口大楼在技术、经济和安全方面都处于良好的位置。选址时考虑的具体标准是土地租赁价格、竞争水平、与其他门店的距离、消费者通道、位置可见性、未来5年的投资价值、客户数量的发展。运用简单加性加权法进行决策,发现ABC Cellular新店的最佳选址在南西马西。
{"title":"Determination Of Mobile Outlet Location Using The Simple Additive Weighting Method","authors":"Djoko Pitoyo, Suharyanto, Inayati Nasmdin","doi":"10.1109/tssa51342.2020.9310910","DOIUrl":"https://doi.org/10.1109/tssa51342.2020.9310910","url":null,"abstract":"Entrepreneurship in the form of outlets for selling cellular pulses and quotas is an important spearhead in the cellular telecommunications business, in addition to network infrastructure and other technical features that must be owned by cellular telecommunications service providers or providers. In line with the development of cellular telecommunication and the internet in recent years, the number of outlets selling pulses and quotas is increasingly needed. ABC Cellular is one of the cellular outlet entrepreneurs in West Bandung with several outlets it has. To improve services to consumers and develop their business, the owner plans to add more outlets that he manages by opening a new outlet. For this reason, it is necessary to determine the location of the land where the outlet will be opened, especially in the West Bandung area. There are several alternative locations, namely: in South Cimahi, Cimahi Tengah, Padalarang, Ciburuy, and Cisarua, West Bandung Regency. The outlet building to be used is in a good location in terms of technical, economic, and security aspects. Specific criteria that are considered in determining this location are land rental price, level of competition, distance from other outlets, consumer access, and location visibility, investment value for the next 5 years, and the development of the number of customers. By using the Simple Additive Weighting method in making decisions, it is found that the best location to open a new ABC Cellular outlet is in South Cimahi.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"28 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113981603","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 : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310873
Noviani Dewi, Riffa Haviani Laluma, Gunawansyah, E. Garnia, Didin Saepudin, Nenny Hendajany
One of the things that affects the success of an organization in achieving its goals is employee performance. The best performance of employees will be achieved if the organization carries out an assessment. In this modern era, employee performance appraisal is carried out with a computerized system to help make decisions in the assessment process. This system is known as the Decision Support System (DSS) and the method used is the Simple Multi-Attribute Rating Technique (SMART) because the assessment process has many criteria. In addition, to reduce subjectivity, the 360 Degree Feedback method is also used, namely the assessment process that comes from various parties. From the proposed design, it is found how the employee performance appraisal process will be faster, more transparent, and have high credibility with this appraisal system.
{"title":"Employee Performance Assessment System Design Based on 360 Degrees Feedback and Simple Multi-Attribute Rating Technique Method Integration","authors":"Noviani Dewi, Riffa Haviani Laluma, Gunawansyah, E. Garnia, Didin Saepudin, Nenny Hendajany","doi":"10.1109/TSSA51342.2020.9310873","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310873","url":null,"abstract":"One of the things that affects the success of an organization in achieving its goals is employee performance. The best performance of employees will be achieved if the organization carries out an assessment. In this modern era, employee performance appraisal is carried out with a computerized system to help make decisions in the assessment process. This system is known as the Decision Support System (DSS) and the method used is the Simple Multi-Attribute Rating Technique (SMART) because the assessment process has many criteria. In addition, to reduce subjectivity, the 360 Degree Feedback method is also used, namely the assessment process that comes from various parties. From the proposed design, it is found how the employee performance appraisal process will be faster, more transparent, and have high credibility with this appraisal system.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"247 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128687969","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 : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310819
Saeid Iranmanesh, R. Raad, M. Raheel, Faisel E. M. Tubbal, Pegah Azami, Panagiotis Ioannis Theoharis
Managing and delivering data packets at high frequency e.g., ≤ 28 GHz, using vehicles through delayed tolerant networks in cities is challenging. This is because of the high attenuation of high frequency signals with the presence of obstacles in cities, e.g., buildings. To address this limitation, this paper proposes the use of drones with the ground vehicles as relays to strength the signals and hence improve the DTN performance. We model our network in Opportunistic Network Environment (ONE) simulator to study the effect and impact of using drones with ground vehicles on the performance of DTN destination-based routing protocol. The simulation results show that the use of drones with ground vehicles improves the delivery probability to about 33% and decreases the delay to about 25% as compared to the use ground vehicles without drones.
{"title":"The Impact of 5G Drones on the Performance of a DTN Destination Based Routing Protocol","authors":"Saeid Iranmanesh, R. Raad, M. Raheel, Faisel E. M. Tubbal, Pegah Azami, Panagiotis Ioannis Theoharis","doi":"10.1109/TSSA51342.2020.9310819","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310819","url":null,"abstract":"Managing and delivering data packets at high frequency e.g., ≤ 28 GHz, using vehicles through delayed tolerant networks in cities is challenging. This is because of the high attenuation of high frequency signals with the presence of obstacles in cities, e.g., buildings. To address this limitation, this paper proposes the use of drones with the ground vehicles as relays to strength the signals and hence improve the DTN performance. We model our network in Opportunistic Network Environment (ONE) simulator to study the effect and impact of using drones with ground vehicles on the performance of DTN destination-based routing protocol. The simulation results show that the use of drones with ground vehicles improves the delivery probability to about 33% and decreases the delay to about 25% as compared to the use ground vehicles without drones.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133434157","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 : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310790
N. Amri, Dian Kurnia Imanda, Effrina Yanti Hamid, A. Munir
In this paper, the quality assessment of image reconstructed based on filtered-back-projection (FBP) on microwave tomography is presented. It is a common to use the algorithm of back-projection for image reconstruction in classical tomography where the imaging beam passes the object in a straight line. Here, the quality assessment is conducted for the image of cross-sectional wood of tree trunk reconstructed from the measured data at some frequency bands of microwave region, i.e. L-band, S-band, and C-band. Two different techniques of quality assessment, namely Mean Squared Error (MSE) and Structured Similarity Indexing Method (SSIM), are proposed to assess the image quality. The assessment results show that the use of FBP could produce better quality for both MSE and SSIM techniques. While the use of different frequency bands is insensitive to the result of quality assessment.
{"title":"Image Quality Assessment on Microwave Tomography Based on Filtered-Back-Projection","authors":"N. Amri, Dian Kurnia Imanda, Effrina Yanti Hamid, A. Munir","doi":"10.1109/TSSA51342.2020.9310790","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310790","url":null,"abstract":"In this paper, the quality assessment of image reconstructed based on filtered-back-projection (FBP) on microwave tomography is presented. It is a common to use the algorithm of back-projection for image reconstruction in classical tomography where the imaging beam passes the object in a straight line. Here, the quality assessment is conducted for the image of cross-sectional wood of tree trunk reconstructed from the measured data at some frequency bands of microwave region, i.e. L-band, S-band, and C-band. Two different techniques of quality assessment, namely Mean Squared Error (MSE) and Structured Similarity Indexing Method (SSIM), are proposed to assess the image quality. The assessment results show that the use of FBP could produce better quality for both MSE and SSIM techniques. While the use of different frequency bands is insensitive to the result of quality assessment.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116543626","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 : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310794
Harashta Tatimma Larasati, Howon Kim
This paper discusses and demonstrates the construction of a quantum modular exponentiation circuit in the Qiskit simulator for use in Shor's Algorithm for integer factorization problem (IFP), which is deemed to be able to crack RSA cryptosystems when a large-qubit quantum computer exists. We base our implementation on Vedral, Barenco, and Ekert (VBE) proposal of quantum modular exponentiation, one of the firsts to explicitly provide the aforementioned circuit. Furthermore, we present an example simulation of how to construct a 7xmod 15 circuit in a step-by-step manner, giving clear and detailed information and consideration that currently not provided in the existing literature, and present the whole circuit for use in Shor's Algorithm. Our present simulation shows that the 4-bit VBE quantum modular exponentiation circuit can be constructed, simulated, and measured in Qiskit, while the Shor's Algorithm incorporating this VBE approach itself can be constructed but not yet simulated due to an overly large number of QASM instructions.
本文讨论并演示了在Qiskit模拟器中构造一个量子模幂电路,用于求解整数分解问题(IFP)的Shor算法,在存在大量子位量子计算机的情况下,该电路被认为能够破解RSA密码系统。我们的实现基于Vedral, Barenco, and Ekert (VBE)量子模幂的提议,这是第一个明确提供上述电路的提议之一。此外,我们给出了一个如何逐步构建7xmod 15电路的示例仿真,给出了现有文献中目前未提供的清晰详细的信息和考虑,并给出了整个电路用于肖尔算法。我们目前的模拟表明,可以在Qiskit中构建、模拟和测量4位VBE量子模幂电路,而结合这种VBE方法的Shor算法本身可以构建,但由于QASM指令过多而尚未模拟。
{"title":"Simulation of Modular Exponentiation Circuit for Shor's Algorithm in Qiskit","authors":"Harashta Tatimma Larasati, Howon Kim","doi":"10.1109/TSSA51342.2020.9310794","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310794","url":null,"abstract":"This paper discusses and demonstrates the construction of a quantum modular exponentiation circuit in the Qiskit simulator for use in Shor's Algorithm for integer factorization problem (IFP), which is deemed to be able to crack RSA cryptosystems when a large-qubit quantum computer exists. We base our implementation on Vedral, Barenco, and Ekert (VBE) proposal of quantum modular exponentiation, one of the firsts to explicitly provide the aforementioned circuit. Furthermore, we present an example simulation of how to construct a 7xmod 15 circuit in a step-by-step manner, giving clear and detailed information and consideration that currently not provided in the existing literature, and present the whole circuit for use in Shor's Algorithm. Our present simulation shows that the 4-bit VBE quantum modular exponentiation circuit can be constructed, simulated, and measured in Qiskit, while the Shor's Algorithm incorporating this VBE approach itself can be constructed but not yet simulated due to an overly large number of QASM instructions.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123706470","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 : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310845
Gunawansyah, R. Rahayu, Nurwathi, B. Sugiarto, Gunawan
The use of technology really helps to maximized the effectiveness and efficiency of work expecially in the education field. Elearning is the concept of education that has begun to be widely implemented at this covid-19 pandemic to avoid the spread of transmission through social distancing. One of elearning types is essay but for large participants, it need much effort for evaluate by human rater. The inconsistency of assessment by the rater due to fatigue can also affect the quality of the assessment. Developing a system that can learn and understand on its own without having to be repeatedly programmed by humans used machine learning and computational linguistics to study the interaction between computers and human natural language used natural language processing proposed in this research. Natural language processing and text mining methods are able to provide a good assessment which is influenced by several processes, namely tokenization, stopword, stemming and support with the number of keywords, and the synonym of more complex keywords. The automated essay scoring system is proven to provide consistent and objective assessments and is able to approach human raters assessments.
{"title":"Automated Essay Scoring Using Natural Language Processing And Text Mining Method","authors":"Gunawansyah, R. Rahayu, Nurwathi, B. Sugiarto, Gunawan","doi":"10.1109/TSSA51342.2020.9310845","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310845","url":null,"abstract":"The use of technology really helps to maximized the effectiveness and efficiency of work expecially in the education field. Elearning is the concept of education that has begun to be widely implemented at this covid-19 pandemic to avoid the spread of transmission through social distancing. One of elearning types is essay but for large participants, it need much effort for evaluate by human rater. The inconsistency of assessment by the rater due to fatigue can also affect the quality of the assessment. Developing a system that can learn and understand on its own without having to be repeatedly programmed by humans used machine learning and computational linguistics to study the interaction between computers and human natural language used natural language processing proposed in this research. Natural language processing and text mining methods are able to provide a good assessment which is influenced by several processes, namely tokenization, stopword, stemming and support with the number of keywords, and the synonym of more complex keywords. The automated essay scoring system is proven to provide consistent and objective assessments and is able to approach human raters assessments.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126225358","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 : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310876
Yamato Tan, Ari Prasetyo, Dicky Surya Dwi Putra, Evyta Wismiana, Rudy Gunawan, A. Munir
Internet of Things (IoT) based sensor systems has provided sophisticated services by connecting objects based on information exchange technology. This paper proposes the development of an IoT-based sensor system for monitoring stop line traffic area using the Atmega2560 microcontroller. The focus on traffic monitoring was chosen because currently traffic enforcement is one of the efforts to reduce the number of accidents and increase progress in the traffic system. The sensor used is an ultrasonic sensor connected to the SIM800L module. The ultrasonic sensor will work when the driver or motorist crosses the line by sending text message to the device, while the camera in the sensor system will monitor and capture images of violation in the traffic area. The sensor will not work if the reading distance above 110mm, since the distance indicates that the traffic line is heading in the opposite direction.
{"title":"IoT-based Sensor System for Stop Line Traffic Area Using ATmega2560 Microcontroller","authors":"Yamato Tan, Ari Prasetyo, Dicky Surya Dwi Putra, Evyta Wismiana, Rudy Gunawan, A. Munir","doi":"10.1109/TSSA51342.2020.9310876","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310876","url":null,"abstract":"Internet of Things (IoT) based sensor systems has provided sophisticated services by connecting objects based on information exchange technology. This paper proposes the development of an IoT-based sensor system for monitoring stop line traffic area using the Atmega2560 microcontroller. The focus on traffic monitoring was chosen because currently traffic enforcement is one of the efforts to reduce the number of accidents and increase progress in the traffic system. The sensor used is an ultrasonic sensor connected to the SIM800L module. The ultrasonic sensor will work when the driver or motorist crosses the line by sending text message to the device, while the camera in the sensor system will monitor and capture images of violation in the traffic area. The sensor will not work if the reading distance above 110mm, since the distance indicates that the traffic line is heading in the opposite direction.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128977521","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 : 2020-11-04DOI: 10.1109/TSSA51342.2020.9310811
R. Negara, Nana Rachmana Syambas
The caching mechanism is an essential part of future network design because it can improve the Quality of Experience (QoE) for users. Therefore, recent studies have examined the most appropriate caching techniques for future networks. Named Data Networks (NDN) is a future data-centric network that uses a cache mechanism to store packets of data in content stores. The main problem of traditional caching techniques cannot transmit large data packets, which high speed and changing depending on customers' requests. Undoubtedly, Machine Learning (ML) and deep learning (DL) algorithms play essential roles in many fields. Recent research adds ML or DL functions to cache decisions, such as cache replacement, content selection based on popularity, and cache placement. This paper performs an in-depth review of integration methods of caching and ML algorithms in future networks. The aim is to understand the goals, contributions, selection of learning algorithms, network topology, caching strategies, and their impact on improving network performance. This paper divides caching techniques into four categories to help readers understand the opportunities of the caching method. Furthermore, we discuss how a joint optimization strategy using ML and DL greatly impacted the network.
{"title":"Caching and Machine Learning Integration Methods on Named Data Network: a Survey","authors":"R. Negara, Nana Rachmana Syambas","doi":"10.1109/TSSA51342.2020.9310811","DOIUrl":"https://doi.org/10.1109/TSSA51342.2020.9310811","url":null,"abstract":"The caching mechanism is an essential part of future network design because it can improve the Quality of Experience (QoE) for users. Therefore, recent studies have examined the most appropriate caching techniques for future networks. Named Data Networks (NDN) is a future data-centric network that uses a cache mechanism to store packets of data in content stores. The main problem of traditional caching techniques cannot transmit large data packets, which high speed and changing depending on customers' requests. Undoubtedly, Machine Learning (ML) and deep learning (DL) algorithms play essential roles in many fields. Recent research adds ML or DL functions to cache decisions, such as cache replacement, content selection based on popularity, and cache placement. This paper performs an in-depth review of integration methods of caching and ML algorithms in future networks. The aim is to understand the goals, contributions, selection of learning algorithms, network topology, caching strategies, and their impact on improving network performance. This paper divides caching techniques into four categories to help readers understand the opportunities of the caching method. Furthermore, we discuss how a joint optimization strategy using ML and DL greatly impacted the network.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"209 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120956143","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}