Pub Date : 2014-10-21DOI: 10.1109/ICITACEE.2014.7065730
Laurentius Kuncoro Probo Saputra, H. A. Nugroho, M. Wulandari
Heart sound has an important information that can help in diagnosis of the abnormality. This paper is developed based on the previous research to improve the feature in each types of abnormal heart sound. Wavelet decomposition is used for noise removal. Features are extracted by AR-PSD and used as inputs for classification. Finally 13 types of abnormal heart sound are classified into 13 categories. Data set of heart sound is taken from Michigan Sound Heart Database. In this research, magnitude of frequency and kurtosis are used as additional features. The result shows that classifier system achives the accuracy of 92.31%.
{"title":"Feature extraction and classification of heart sound based on autoregressive power spectral density (AR-PSD)","authors":"Laurentius Kuncoro Probo Saputra, H. A. Nugroho, M. Wulandari","doi":"10.1109/ICITACEE.2014.7065730","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065730","url":null,"abstract":"Heart sound has an important information that can help in diagnosis of the abnormality. This paper is developed based on the previous research to improve the feature in each types of abnormal heart sound. Wavelet decomposition is used for noise removal. Features are extracted by AR-PSD and used as inputs for classification. Finally 13 types of abnormal heart sound are classified into 13 categories. Data set of heart sound is taken from Michigan Sound Heart Database. In this research, magnitude of frequency and kurtosis are used as additional features. The result shows that classifier system achives the accuracy of 92.31%.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131953822","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 : 2014-10-21DOI: 10.1109/ICITACEE.2014.7065789
P. H. Mukti, E. Setijadi, Nancy Ardelina
A compact dual-band antenna for 2.3/3.3 GHz WiMAX Application in Indonesia is proposed. The proposed antenna which uses Coplanar Waveguide (CPW) configuration is printed on a substrate with relative permittivity and thickness of 4.3 and 1.6 mm, respectively. The overall antenna dimensions are only 30mm × 40mm, approximately. In order to obtain the desired frequency bands at 2.3/3.3 GHz, a double meander-line slot is loaded to monopole rectangular patch which represents metamaterial left-handed transmission line (LH-TL) cells. The antenna is fed by a 50 Ω microstrip line. The proposed antenna is numerically and experimentally characterized, in terms of return loss, bandwidth, gain and radiation pattern. From the numerical analysis, it shows that the proposed antenna works well at 2.3 GHz and 3.3 Ghz with -10dB bandwidth of 10.046% and 4.935%, respectively. The overall gain for 2.3 GHz and 3.3 GHz is about 2.162 dBi and 1.924 dBi, respectively.
{"title":"A compact dual-band antenna design using meander-line slots for WiMAX application in Indonesia","authors":"P. H. Mukti, E. Setijadi, Nancy Ardelina","doi":"10.1109/ICITACEE.2014.7065789","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065789","url":null,"abstract":"A compact dual-band antenna for 2.3/3.3 GHz WiMAX Application in Indonesia is proposed. The proposed antenna which uses Coplanar Waveguide (CPW) configuration is printed on a substrate with relative permittivity and thickness of 4.3 and 1.6 mm, respectively. The overall antenna dimensions are only 30mm × 40mm, approximately. In order to obtain the desired frequency bands at 2.3/3.3 GHz, a double meander-line slot is loaded to monopole rectangular patch which represents metamaterial left-handed transmission line (LH-TL) cells. The antenna is fed by a 50 Ω microstrip line. The proposed antenna is numerically and experimentally characterized, in terms of return loss, bandwidth, gain and radiation pattern. From the numerical analysis, it shows that the proposed antenna works well at 2.3 GHz and 3.3 Ghz with -10dB bandwidth of 10.046% and 4.935%, respectively. The overall gain for 2.3 GHz and 3.3 GHz is about 2.162 dBi and 1.924 dBi, respectively.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130181192","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 : 2014-10-21DOI: 10.1109/ICITACEE.2014.7065780
Soedibyo, M. Ashari, R. Syahputra
This paper proposes a strategy of power loss reduction of radial distribution network with distributed generator (DG) integration based on a fuzzy multi-objective method in order to improve the distribution system efficiency. Multi-objective functions are considered for power loss reduction, minimization of bus voltage deviation, and maintaining the load balancing among the feeder of distribution network. These objective functions are modeled with fuzzy sets to evaluate the imprecise nature of each objective. Originality of this work is the fuzzy-based multi-objective optimization in reconfiguration of distribution network including the distributed generator. The application of the fuzzy based multi-objective for distribution network reconfiguration on a 33-bus distribution network with integration of distributed generator is described. The test results show that the power loss of 33-bus radial distribution network experienced a significant reduction and voltage profile of each bus has also improved. The results show that a 72.34% of power loss reduction is achieved for the IEEE 33-bus network with DG integration.
{"title":"Power loss reduction strategy of distribution network with distributed generator integration","authors":"Soedibyo, M. Ashari, R. Syahputra","doi":"10.1109/ICITACEE.2014.7065780","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065780","url":null,"abstract":"This paper proposes a strategy of power loss reduction of radial distribution network with distributed generator (DG) integration based on a fuzzy multi-objective method in order to improve the distribution system efficiency. Multi-objective functions are considered for power loss reduction, minimization of bus voltage deviation, and maintaining the load balancing among the feeder of distribution network. These objective functions are modeled with fuzzy sets to evaluate the imprecise nature of each objective. Originality of this work is the fuzzy-based multi-objective optimization in reconfiguration of distribution network including the distributed generator. The application of the fuzzy based multi-objective for distribution network reconfiguration on a 33-bus distribution network with integration of distributed generator is described. The test results show that the power loss of 33-bus radial distribution network experienced a significant reduction and voltage profile of each bus has also improved. The results show that a 72.34% of power loss reduction is achieved for the IEEE 33-bus network with DG integration.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124595869","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 : 2014-10-21DOI: 10.1109/ICITACEE.2014.7065715
Ahmad Daoud, Ahmed A. S. Dessouki, S. Abuelenin
Titanium dioxide (TiO2) memristors exhibit complex conduction mechanism. Several models of different complexity have been developed in order to mimic the experimental results for physical behaviors observed in memristor devices. Pickett's tunneling barrier model describes the TiO2 memristors, and utilizes complex derivative of tunnel barrier width. It attains a large error in the ON switching region. Variety of research consider it as the reference model for the TiO2 memristors. In this paper, we first analyze the theory of operation of the memristor and discuss Pickett's model. Then, we propose a modification to its derivative functions to provide a lower error and closer agreement with physical behavior. This modification is represented by two additional fitting parameters to damp or accelerate the tunnel width derivative. Also, we incorporate a hard limiter term to limit the tunnel width to its physical extremes 1 nm and 2 nm. We run simulations to test the model modifications and we compare the results to the experimental and original Pickett's model results. The modified model more closely resembles the experimental behavior of TiO2 memristors and potentially enables the memristor to be used as a multilevel memory.
{"title":"Accuracy enhancement of pickett tunnelling barrier memristor model","authors":"Ahmad Daoud, Ahmed A. S. Dessouki, S. Abuelenin","doi":"10.1109/ICITACEE.2014.7065715","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065715","url":null,"abstract":"Titanium dioxide (TiO2) memristors exhibit complex conduction mechanism. Several models of different complexity have been developed in order to mimic the experimental results for physical behaviors observed in memristor devices. Pickett's tunneling barrier model describes the TiO2 memristors, and utilizes complex derivative of tunnel barrier width. It attains a large error in the ON switching region. Variety of research consider it as the reference model for the TiO2 memristors. In this paper, we first analyze the theory of operation of the memristor and discuss Pickett's model. Then, we propose a modification to its derivative functions to provide a lower error and closer agreement with physical behavior. This modification is represented by two additional fitting parameters to damp or accelerate the tunnel width derivative. Also, we incorporate a hard limiter term to limit the tunnel width to its physical extremes 1 nm and 2 nm. We run simulations to test the model modifications and we compare the results to the experimental and original Pickett's model results. The modified model more closely resembles the experimental behavior of TiO2 memristors and potentially enables the memristor to be used as a multilevel memory.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129712611","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 : 2014-10-21DOI: 10.1109/ICITACEE.2014.7065717
D. Munandar, D. Syamsi
Data logger is a key component in building a telemetry system. Using the telemetry system, the activity measurements of an object and retrieval of measurement data can be done remotely (remote). Universal Data Logger (UniDalog), the data logger is a device that has ability to store measurement data, download the data remotely, as well as setting of data logger and remote sensor calibration. By utilizing the Global System for Mobile communication (GSM) network and facilities provided by the operator for data communications. This paper will discuss the design software application that is used to access any Unidalog remotely (from a distance) as Remote Terminal Unit (RTU) by using the GSM network as a medium for data communication. Processing software application design models using evolutionary development models; specification, remote application development and validation methodology to get the system iteratively to create modules are part of the telemetry monitoring.
{"title":"Data logger management software design for maintenance and utility in remote","authors":"D. Munandar, D. Syamsi","doi":"10.1109/ICITACEE.2014.7065717","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065717","url":null,"abstract":"Data logger is a key component in building a telemetry system. Using the telemetry system, the activity measurements of an object and retrieval of measurement data can be done remotely (remote). Universal Data Logger (UniDalog), the data logger is a device that has ability to store measurement data, download the data remotely, as well as setting of data logger and remote sensor calibration. By utilizing the Global System for Mobile communication (GSM) network and facilities provided by the operator for data communications. This paper will discuss the design software application that is used to access any Unidalog remotely (from a distance) as Remote Terminal Unit (RTU) by using the GSM network as a medium for data communication. Processing software application design models using evolutionary development models; specification, remote application development and validation methodology to get the system iteratively to create modules are part of the telemetry monitoring.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129073060","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 : 2014-10-20DOI: 10.1109/ICITACEE.2014.7065713
B. Sugiarto, Elan Djaelani
In the Wireless Sensor and Actuator Network (WSAN) system, a sensor node must have the function to turn on the actuator in order to move or control an equipment besides monitoring the measured parameter. With the addition function to control the actuator, the WSAN system will have a form of closed loop system. This paper propose a WSAN system in which the sensor nodes and actuator nodes are combined into a single node. It is useful to handle some cases that have a fast response time of monitoring results without waiting for the order from the central station. This WSAN configuration is a closed loop system so it needs a digital controller for controlling the actuator to achieve stability. We propose a digital Proportional Integral (PI) as a controller to overcome this closed loop system with 5% for the maximum overshoot criteria and 5 second for settling time criteria. By using the equality root characteristics method from the poles, then the PI constant can be determined in order to obtain an output system response. The result showed that the digital PI controller can produce the desired output response and through the Jury test, the stability of the system can be seen.
{"title":"Design of A digital PI controller for room temperature on Wireless Sensor and Actuator Network (WSAN) system","authors":"B. Sugiarto, Elan Djaelani","doi":"10.1109/ICITACEE.2014.7065713","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065713","url":null,"abstract":"In the Wireless Sensor and Actuator Network (WSAN) system, a sensor node must have the function to turn on the actuator in order to move or control an equipment besides monitoring the measured parameter. With the addition function to control the actuator, the WSAN system will have a form of closed loop system. This paper propose a WSAN system in which the sensor nodes and actuator nodes are combined into a single node. It is useful to handle some cases that have a fast response time of monitoring results without waiting for the order from the central station. This WSAN configuration is a closed loop system so it needs a digital controller for controlling the actuator to achieve stability. We propose a digital Proportional Integral (PI) as a controller to overcome this closed loop system with 5% for the maximum overshoot criteria and 5 second for settling time criteria. By using the equality root characteristics method from the poles, then the PI constant can be determined in order to obtain an output system response. The result showed that the digital PI controller can produce the desired output response and through the Jury test, the stability of the system can be seen.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116388194","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 : 2014-10-20DOI: 10.1109/ICITACEE.2014.7065741
C. Utomo, Y. Rahmawati
There are factors need to be considered and implemented in design, and it needs multiple expertise with different backgrounds, expertise, and experiences to deal with it. Collaborative design is conducted with purposes to produce best fit design and to solve problems. As a process of multi disciplines and teamwork, collaboration becomes an important role in the process of design selection. This paper presents the knowledge and protocol process in a process of design collaboration. The methodology combines value analysis method, decision method and multi agent development method. Prometheus model is used for developing an agent system based on the protocol. Collaboration consists of an exchange of proposals between agents. Computer-mediated work increases the comprehension, the readability and, the objectivity of the decision-making. Results presented are knowledge with a model of group decision-making using automated collaboration based on five-decision maker preference and concept of the protocol.
{"title":"Knowledge and protocol on collaborative design selection","authors":"C. Utomo, Y. Rahmawati","doi":"10.1109/ICITACEE.2014.7065741","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065741","url":null,"abstract":"There are factors need to be considered and implemented in design, and it needs multiple expertise with different backgrounds, expertise, and experiences to deal with it. Collaborative design is conducted with purposes to produce best fit design and to solve problems. As a process of multi disciplines and teamwork, collaboration becomes an important role in the process of design selection. This paper presents the knowledge and protocol process in a process of design collaboration. The methodology combines value analysis method, decision method and multi agent development method. Prometheus model is used for developing an agent system based on the protocol. Collaboration consists of an exchange of proposals between agents. Computer-mediated work increases the comprehension, the readability and, the objectivity of the decision-making. Results presented are knowledge with a model of group decision-making using automated collaboration based on five-decision maker preference and concept of the protocol.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126857985","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 : 2014-10-20DOI: 10.1109/ICITACEE.2014.7065721
I. Sakti
This paper presents an experimental of fuzzy logic with Mamdani's fuzzy inference method. This experimental applied to microcontroller using the C programming. So far, fuzzy logic with Mamdani's fuzzy inference method many applied only at the level of simulation. The experiment was intended to compare the simulation matlab with microcontroller programming. In programming the microcontroller used a methodology that can produce the same simulation results. With this experiment is expected to help the programmer microcontroller to implement fuzzy logic with Mamdani method. And this method is expected to be applied to the control system in the field of electronics that require fuzzy logic system.
{"title":"Methodology of fuzzy logic with mamdani fuzzy models applied to the microcontroller","authors":"I. Sakti","doi":"10.1109/ICITACEE.2014.7065721","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065721","url":null,"abstract":"This paper presents an experimental of fuzzy logic with Mamdani's fuzzy inference method. This experimental applied to microcontroller using the C programming. So far, fuzzy logic with Mamdani's fuzzy inference method many applied only at the level of simulation. The experiment was intended to compare the simulation matlab with microcontroller programming. In programming the microcontroller used a methodology that can produce the same simulation results. With this experiment is expected to help the programmer microcontroller to implement fuzzy logic with Mamdani method. And this method is expected to be applied to the control system in the field of electronics that require fuzzy logic system.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130076118","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 : 2014-10-20DOI: 10.1109/ICITACEE.2014.7065791
S. Galih, Marc Hoffmann, T. Kaiser
Carrier Frequency Offset Synchronization is play a very important rule in the Distributed Multi antenna system, since the system has different individual clock instead of common clock as in the centralized multi Antenna system. One of the established synchronization methode for different transmitter devices is Costas Loop. Some implementation of the synchronization for distributed multi antenna is discussed in some research works. In this paper we propose the low cost implementation of synchronization in distributed multi antenna and more simplified measurement method of synchronization in distributed multi antenna. The measurement result showed that the syncronization can compensate 0.5 kHz frequency offset experienced by the transmitters in the Distributed Multi antenna system.
{"title":"Low cost implementation for synchronization in Distributed Multi antenna using USRP/GNU-radio","authors":"S. Galih, Marc Hoffmann, T. Kaiser","doi":"10.1109/ICITACEE.2014.7065791","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065791","url":null,"abstract":"Carrier Frequency Offset Synchronization is play a very important rule in the Distributed Multi antenna system, since the system has different individual clock instead of common clock as in the centralized multi Antenna system. One of the established synchronization methode for different transmitter devices is Costas Loop. Some implementation of the synchronization for distributed multi antenna is discussed in some research works. In this paper we propose the low cost implementation of synchronization in distributed multi antenna and more simplified measurement method of synchronization in distributed multi antenna. The measurement result showed that the syncronization can compensate 0.5 kHz frequency offset experienced by the transmitters in the Distributed Multi antenna system.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126731132","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 : 2014-10-20DOI: 10.1109/ICITACEE.2014.7065748
G. Gautama, Imanuel Widjaja, M. Sutiono, Jovan Anggara, Hu Geng
In this paper, researchers test several algorithms called by features, as part of pre-processing from AudiTion application. AudiTion is a mobile application that help deaf people to know their environment with visualized the sound into text that describes the sound itself. However, AudiTion has some problems, like delay, the load process, and the accuracy in predict sound. The research will use different media (desktop) to overcome the delay. In addition, the researchers justify the correct processing algorithm, use different database and pre-processing feature. The research focus on optimize the pre-processing section in AudiTion. Start with test some features to find the best accuracy in predict some sound sets as database, then compare the result each other. The best feature which result the highest accuracy is implemented into an application. The application does some further tests with some modification to database to make more improvement. Finally, compare the result again with different sound type with similar composition.
{"title":"Pre-processing optimization on sound detector application AudiTion (Android based supporting media for the deaf)","authors":"G. Gautama, Imanuel Widjaja, M. Sutiono, Jovan Anggara, Hu Geng","doi":"10.1109/ICITACEE.2014.7065748","DOIUrl":"https://doi.org/10.1109/ICITACEE.2014.7065748","url":null,"abstract":"In this paper, researchers test several algorithms called by features, as part of pre-processing from AudiTion application. AudiTion is a mobile application that help deaf people to know their environment with visualized the sound into text that describes the sound itself. However, AudiTion has some problems, like delay, the load process, and the accuracy in predict sound. The research will use different media (desktop) to overcome the delay. In addition, the researchers justify the correct processing algorithm, use different database and pre-processing feature. The research focus on optimize the pre-processing section in AudiTion. Start with test some features to find the best accuracy in predict some sound sets as database, then compare the result each other. The best feature which result the highest accuracy is implemented into an application. The application does some further tests with some modification to database to make more improvement. Finally, compare the result again with different sound type with similar composition.","PeriodicalId":404830,"journal":{"name":"2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering","volume":"924 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116185145","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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