Pub Date : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515889
Adil A. M. Omara, Abuelnuor A. A. Abuelnuor, Muaaz A. A. Dafaallah, Abdalrahman M. A. Ali, Mustafa A. M. Alshoubli
Recent projections anticipate that the essential energy consumption will increase by 48% in 2040. This has prompted to a need to create proficient and sustainable techniques of storing energy. Solar thermal energy can be stored in the form of latent heat by utilizing appropriate phase change materials (PCMs), which offer high heat storage capacity. An experimental study was done in Khartoum city during summer season to investigate the thermal performance of solar water heating system integrated with PCM using flat plate collector as a heat source. The PCM used was paraffin wax whose melting point is 56 °C. An energy and exergy analysis was done to assess the thermal performance of the system and fix the thermodynamic blemish in the energy system. The outcomes showed that PCM acted as smart material which can regulate the temperature of system in the required range. The outcomes indicated that the overall energy and exergy efficiencies of the system were 85% and 76% respectively. The number of entropy generated was 0.26. The results showed that PCM acted as smart regulator to keep supplying the amount of heat to the system even after the absent of heat source. PCM also could increase the exergy output and led to reduce the exergy destruction. This indicates that the PCM could improve the exergy efficiency. The overall outcomes showed that the PCM optimized the performance of solar water heater system by improve energy and exergy efficiencies.
{"title":"Energy and Exergy analysis of solar water heating system integrated with phase change material (PCM)","authors":"Adil A. M. Omara, Abuelnuor A. A. Abuelnuor, Muaaz A. A. Dafaallah, Abdalrahman M. A. Ali, Mustafa A. M. Alshoubli","doi":"10.1109/ICCCEEE.2018.8515889","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515889","url":null,"abstract":"Recent projections anticipate that the essential energy consumption will increase by 48% in 2040. This has prompted to a need to create proficient and sustainable techniques of storing energy. Solar thermal energy can be stored in the form of latent heat by utilizing appropriate phase change materials (PCMs), which offer high heat storage capacity. An experimental study was done in Khartoum city during summer season to investigate the thermal performance of solar water heating system integrated with PCM using flat plate collector as a heat source. The PCM used was paraffin wax whose melting point is 56 °C. An energy and exergy analysis was done to assess the thermal performance of the system and fix the thermodynamic blemish in the energy system. The outcomes showed that PCM acted as smart material which can regulate the temperature of system in the required range. The outcomes indicated that the overall energy and exergy efficiencies of the system were 85% and 76% respectively. The number of entropy generated was 0.26. The results showed that PCM acted as smart regulator to keep supplying the amount of heat to the system even after the absent of heat source. PCM also could increase the exergy output and led to reduce the exergy destruction. This indicates that the PCM could improve the exergy efficiency. The overall outcomes showed that the PCM optimized the performance of solar water heater system by improve energy and exergy efficiencies.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"60 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83602520","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515850
A. B. Taha, S. Babiker
Design and simulation of a voltage source grid connected inverter (VSI) have been introduced in this paper. A grid connected PV array of 250 KW connected to a 25-kV grid via a three-phase voltage source inverter (VSI) was designed and simulated. Mathematical and electrical equations of the design have been presented. Different components of the system have been described and simulated using MATLAB/ SIMULINK. A control unit of the grid-side inverter controlling the maximum power point tracking (MPPT), DC voltage regulator, current regulator, pulse width modulation (PWM) and phase lock loop (PLL) circuit have been discussed.
{"title":"Design and Simulation of Voltage Source Grid Connected Inverter (VSI)","authors":"A. B. Taha, S. Babiker","doi":"10.1109/ICCCEEE.2018.8515850","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515850","url":null,"abstract":"Design and simulation of a voltage source grid connected inverter (VSI) have been introduced in this paper. A grid connected PV array of 250 KW connected to a 25-kV grid via a three-phase voltage source inverter (VSI) was designed and simulated. Mathematical and electrical equations of the design have been presented. Different components of the system have been described and simulated using MATLAB/ SIMULINK. A control unit of the grid-side inverter controlling the maximum power point tracking (MPPT), DC voltage regulator, current regulator, pulse width modulation (PWM) and phase lock loop (PLL) circuit have been discussed.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"1 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77284947","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515795
Amin A. Mohammed, A. Eltayeb
A robotic arm having two links is considered in this report for modeling and control. First the dynamic model of the robot is obtained using the so-called Lagrange equation, then a robust control strategy based on the conventional sliding mode control is introduced to control the motion of the robot at specific position for pick and place tasks along with PID control scheme. The results of the two controllers are compared. From the simulation results the SMC is found to be superior to the PID controller in term of fast and robust response yet with higher control input. High join speeds are observed in case of SMC which are related to the high control signals.
{"title":"Dynamics and Control of a Two-link Manipulator using PID and Sliding Mode Control","authors":"Amin A. Mohammed, A. Eltayeb","doi":"10.1109/ICCCEEE.2018.8515795","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515795","url":null,"abstract":"A robotic arm having two links is considered in this report for modeling and control. First the dynamic model of the robot is obtained using the so-called Lagrange equation, then a robust control strategy based on the conventional sliding mode control is introduced to control the motion of the robot at specific position for pick and place tasks along with PID control scheme. The results of the two controllers are compared. From the simulation results the SMC is found to be superior to the PID controller in term of fast and robust response yet with higher control input. High join speeds are observed in case of SMC which are related to the high control signals.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"108 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79409841","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515781
Ragda Mamoun, M. Hadi, Dr. Emtithal Ahmed, Dr. Omer Adam
Conventional techniques for monitoring glucose levels are limited by tremendous side effects. Therefore, the noninvasive continuous glucose monitoring system was introduced to provide continuity of check, less side effects with an accuracy of 89%, by calculating the glucose level from the output voltage of the probe pulse oximeter through an equation derived using Microsoft Excel Regression Analysis Tool, allowing its display in a liquid crystal display and further regulation by injecting insulin or glucagon.
{"title":"Design of Noninvasive Continuous Glucose Monitoring System","authors":"Ragda Mamoun, M. Hadi, Dr. Emtithal Ahmed, Dr. Omer Adam","doi":"10.1109/ICCCEEE.2018.8515781","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515781","url":null,"abstract":"Conventional techniques for monitoring glucose levels are limited by tremendous side effects. Therefore, the noninvasive continuous glucose monitoring system was introduced to provide continuity of check, less side effects with an accuracy of 89%, by calculating the glucose level from the output voltage of the probe pulse oximeter through an equation derived using Microsoft Excel Regression Analysis Tool, allowing its display in a liquid crystal display and further regulation by injecting insulin or glucagon.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"60 1","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79085865","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515810
M. Yagoub, Zheng Tao
This paper describes the effect of Geomagnetically Induced Currents (GICs) in single phase-transformer and how to mitigation the phenomena using capacitor at the ground for the transformer, Geomagnetically Induced Currents (GICs) arise from fluctuations in Earth’s magnetic field and can reach alarmingly high levels and cause malfunctions or blackouts in the power grids in which they occur. Under GICs the transformer core suffers a half-cycle saturation its leads to disturbances in the power system, also the design of transformer its impact by GICs. GICs cause some problem in power transformers like heating, burning winding, reactive power consumption and increase odd and even harmonics. Capacitor eliminate the GIC, MATLAB-SIMULINK used to simulate the single-phase transformer.
{"title":"Modeling & Mitigation of Geomagnetically Induced Currents (GICs) for Single-Phase Power Transformer","authors":"M. Yagoub, Zheng Tao","doi":"10.1109/ICCCEEE.2018.8515810","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515810","url":null,"abstract":"This paper describes the effect of Geomagnetically Induced Currents (GICs) in single phase-transformer and how to mitigation the phenomena using capacitor at the ground for the transformer, Geomagnetically Induced Currents (GICs) arise from fluctuations in Earth’s magnetic field and can reach alarmingly high levels and cause malfunctions or blackouts in the power grids in which they occur. Under GICs the transformer core suffers a half-cycle saturation its leads to disturbances in the power system, also the design of transformer its impact by GICs. GICs cause some problem in power transformers like heating, burning winding, reactive power consumption and increase odd and even harmonics. Capacitor eliminate the GIC, MATLAB-SIMULINK used to simulate the single-phase transformer.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"8 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89362814","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515849
Moez Altayeb, S. Sharif, Suliman Abdella
in this paper we introduce the concept of the Internet of Things technology (IoT) and its network stack and protocols, utilizing new emerging computation system, as well as the method that interconnect with Wireless Sensor Network (WSN). A special state-of-the-art paradigm for WSN node is designed and implemented from ARM Cortex computation system and Programmable System on Chip (PSoC). The node drive the data to the internet using special network stack, depending on IPv6 over Low-Power Wireless Personal Area Networks (6LoWPAN) protocol, which integrates novel effectiveness and solutions for sensors issues. In addition, the cloud computing technology is used to reduce the amount of data in resources constrained devices and simplify the surveillance from any device support internet.
{"title":"The Internet-of-Things and Integration with Wireless Sensor Network Comprehensive Survey and System Implementation","authors":"Moez Altayeb, S. Sharif, Suliman Abdella","doi":"10.1109/ICCCEEE.2018.8515849","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515849","url":null,"abstract":"in this paper we introduce the concept of the Internet of Things technology (IoT) and its network stack and protocols, utilizing new emerging computation system, as well as the method that interconnect with Wireless Sensor Network (WSN). A special state-of-the-art paradigm for WSN node is designed and implemented from ARM Cortex computation system and Programmable System on Chip (PSoC). The node drive the data to the internet using special network stack, depending on IPv6 over Low-Power Wireless Personal Area Networks (6LoWPAN) protocol, which integrates novel effectiveness and solutions for sensors issues. In addition, the cloud computing technology is used to reduce the amount of data in resources constrained devices and simplify the surveillance from any device support internet.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"94 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75927292","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515788
M. Ahmed, J. Dennis, M. Khir, A. Rabih
Operating temperature is crucial for a Polysilicon Multi-User Micro electro-mechanical system Processes (PolyMUMPs) gas sensor considering the serious impacts on sensors' selectivity and reliability. While it is difficult to measure this operating temperature because the size of the sensor. This paper studies the characterization of micro-heater and temperature sensor made of gold metal, embedded in the device. The measured resistance for the temperature sensor is found to be close to the modelled values within 0.69 % error. Temperature coefficient of resistance (TCR) of the temperature sensor in a range of 25-105°C is found. TCR increases Iinearly with increasing the temperature and decreases Iinearly with decreasing the temperature. It was found to be 0.00326/°C for the increasing temperature and 0.0034/°C for the decreasing temperature, compared to 0.00325/°C reported TCR for gold in the literature, with an error of 4.12% and 4.37%, respectively.
{"title":"Characterization of Micro-heater and Temperature Sensor in Micro-electromechanical System Device for Gas Detection","authors":"M. Ahmed, J. Dennis, M. Khir, A. Rabih","doi":"10.1109/ICCCEEE.2018.8515788","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515788","url":null,"abstract":"Operating temperature is crucial for a Polysilicon Multi-User Micro electro-mechanical system Processes (PolyMUMPs) gas sensor considering the serious impacts on sensors' selectivity and reliability. While it is difficult to measure this operating temperature because the size of the sensor. This paper studies the characterization of micro-heater and temperature sensor made of gold metal, embedded in the device. The measured resistance for the temperature sensor is found to be close to the modelled values within 0.69 % error. Temperature coefficient of resistance (TCR) of the temperature sensor in a range of 25-105°C is found. TCR increases Iinearly with increasing the temperature and decreases Iinearly with decreasing the temperature. It was found to be 0.00326/°C for the increasing temperature and 0.0034/°C for the decreasing temperature, compared to 0.00325/°C reported TCR for gold in the literature, with an error of 4.12% and 4.37%, respectively.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"32 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74799675","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515820
Nabaa Adil Elawad Farah, Alaa Yasir, Yousif Elhadi
The transmission control protocol TCP is the protocol that is responsible for the reliable data transmission in the TCP/IP standard. Therefore, it has to recover the packets lost via data propagation and retransmit these packets after three duplicate acknowledge. Wait for three duplicate acknowledge could increase the total delay in the network. This work aims to investigate shorter retransmission time. It was proposed that two duplicate acknowledge and the NS2 program was used to simulate the transmission process in the network, taking into account all the factors that affect the transmission. From this project, it has been found that retransmitted lost packets by least time happen when just two duplicate acknowledges were used, and this time rises up when three duplicate acknowledges were used.
{"title":"Investigation and Estimation of Fast Retransmission Method for Reliable Data Transmission in TCP","authors":"Nabaa Adil Elawad Farah, Alaa Yasir, Yousif Elhadi","doi":"10.1109/ICCCEEE.2018.8515820","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515820","url":null,"abstract":"The transmission control protocol TCP is the protocol that is responsible for the reliable data transmission in the TCP/IP standard. Therefore, it has to recover the packets lost via data propagation and retransmit these packets after three duplicate acknowledge. Wait for three duplicate acknowledge could increase the total delay in the network. This work aims to investigate shorter retransmission time. It was proposed that two duplicate acknowledge and the NS2 program was used to simulate the transmission process in the network, taking into account all the factors that affect the transmission. From this project, it has been found that retransmitted lost packets by least time happen when just two duplicate acknowledges were used, and this time rises up when three duplicate acknowledges were used.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"54 3 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77656565","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515782
K. Eltayeb, M. M. Hamza
Sudan's vast and diverse lands give rise to a wide spectrum of climates and landscapes. Energy is a key factor for development of Sudan's cities and the national economy. This paper discusses the renewable energy resources available in western Sudan namely at Al-Fashir city, in addition to how to utilize it. Western Sudan has a long history of difficulties in meeting its energy demand making it hard to execute strategic plans thus why it is an important study case. The historical background of the city is provided with the major energy issues the city is facing. The paper analyzes the most efficient renewable energy sources in the area to get the best combination that will provide the maximum utilization. Another issue is the refugee camps in the area that have no reliable energy resources. The mechanism of generating energy using wind and solar power are discussed, analyzing the potential leads to the use of wind energy where wind turbines are placed on Marrah Mountain. This paper justifies why it is the most efficient resource to supply the city because it's clean, reliable and other advantages are discussed. For refugee camps, it is found that photovoltaic cells are the best choice for electricity generation since its clean and a mobile source. Energy conversion systems are sized to meet the demand. Conclusions will be drawn to summarize the findings of the paper.
{"title":"Utilization of Renewable Energy Resources in Al-Fashir City","authors":"K. Eltayeb, M. M. Hamza","doi":"10.1109/ICCCEEE.2018.8515782","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515782","url":null,"abstract":"Sudan's vast and diverse lands give rise to a wide spectrum of climates and landscapes. Energy is a key factor for development of Sudan's cities and the national economy. This paper discusses the renewable energy resources available in western Sudan namely at Al-Fashir city, in addition to how to utilize it. Western Sudan has a long history of difficulties in meeting its energy demand making it hard to execute strategic plans thus why it is an important study case. The historical background of the city is provided with the major energy issues the city is facing. The paper analyzes the most efficient renewable energy sources in the area to get the best combination that will provide the maximum utilization. Another issue is the refugee camps in the area that have no reliable energy resources. The mechanism of generating energy using wind and solar power are discussed, analyzing the potential leads to the use of wind energy where wind turbines are placed on Marrah Mountain. This paper justifies why it is the most efficient resource to supply the city because it's clean, reliable and other advantages are discussed. For refugee camps, it is found that photovoltaic cells are the best choice for electricity generation since its clean and a mobile source. Energy conversion systems are sized to meet the demand. Conclusions will be drawn to summarize the findings of the paper.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"23 1","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87516313","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 : 2018-08-01DOI: 10.1109/ICCCEEE.2018.8515821
Olla Eltiraifi, E. Elbasheer, M. Nawari
Speech activity detection (SAD) is an important preprocess in speech processing. It identifies intervals of the audio signal with speech from intervals without speech. In this paper speech activity detection is performed using a Deep BeliefNetwork (DBN). The features used as input to the network were either Mel Frequency Cepstral Coefficients (MFCC) or Linear Predictive Cepstral Coefficients (LPCC). The DBN was implemented using MATLAB toolbox DeeBNET V3.0. The training and testing were performed with 13 MFCC features as input and then 12 LPCC features as input. When the testing was performed with speech containing audio data of different signal to noise ratio (SNR) values, the network classified it accurately. The same accuracy was not achieved when the testing data consisted of only stationary noise. The DBN provided near ideal results for SAD when trained with both MFCC and LPCC features.
{"title":"A Comparative Study of MFCC and LPCC Features For Speech Activity Detection Using Deep Belief Network","authors":"Olla Eltiraifi, E. Elbasheer, M. Nawari","doi":"10.1109/ICCCEEE.2018.8515821","DOIUrl":"https://doi.org/10.1109/ICCCEEE.2018.8515821","url":null,"abstract":"Speech activity detection (SAD) is an important preprocess in speech processing. It identifies intervals of the audio signal with speech from intervals without speech. In this paper speech activity detection is performed using a Deep BeliefNetwork (DBN). The features used as input to the network were either Mel Frequency Cepstral Coefficients (MFCC) or Linear Predictive Cepstral Coefficients (LPCC). The DBN was implemented using MATLAB toolbox DeeBNET V3.0. The training and testing were performed with 13 MFCC features as input and then 12 LPCC features as input. When the testing was performed with speech containing audio data of different signal to noise ratio (SNR) values, the network classified it accurately. The same accuracy was not achieved when the testing data consisted of only stationary noise. The DBN provided near ideal results for SAD when trained with both MFCC and LPCC features.","PeriodicalId":6567,"journal":{"name":"2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE)","volume":"4 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84354359","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：