Pub Date : 1900-01-01DOI: 10.1109/SPC.2013.6735100
Nasereddin I. Sherksi, S. Lias, M. Labeeb, R. Adnan, M. Taib
One of the key factors to understand and find solutions for any challenge related to Water Distribution System(WDS) is begin from understanding the behaviors of its variables under specific circumstances, in this paper various experiments are conducted to figure out and analyze the effects of leakage on the variables of WDS, i.e. pressure, pipe volume, velocity, water demands and flow. The results of these experiments showed that the most affected variables when the WDS suffer from leakage is the pressure, followed by flow, while the least affected variable is velocity.
{"title":"Leakage effects on the variables of Water Distribution System","authors":"Nasereddin I. Sherksi, S. Lias, M. Labeeb, R. Adnan, M. Taib","doi":"10.1109/SPC.2013.6735100","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735100","url":null,"abstract":"One of the key factors to understand and find solutions for any challenge related to Water Distribution System(WDS) is begin from understanding the behaviors of its variables under specific circumstances, in this paper various experiments are conducted to figure out and analyze the effects of leakage on the variables of WDS, i.e. pressure, pipe volume, velocity, water demands and flow. The results of these experiments showed that the most affected variables when the WDS suffer from leakage is the pressure, followed by flow, while the least affected variable is velocity.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"203 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114230416","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735099
N. Khalid, A. Fadzil, M. Manaf
Genetic algorithm (GA) is an algorithm that models inspiration from natural evolution to solve complex problems. GA is renowned for its ability to optimize different types of problem. However, the performance of GA necessitates data and process intensive computing when incorporating large population. This research proposes and evaluates the performance of GA by adapting MapReduce (MR), a parallel processing framework introduced by Google that utilize commodity hardware. The algorithm is executed with population size of up to 10 million. Performance scalability is tested by using 1, 2, 3, and 4 node configurations. The travelling salesman problem (TSP) is chosen as the case study while performance improvement, speedup, and efficiency are employed for performance benchmarking. This research revealed that MR can be naturally adapted for GA. It is also discovered that MR can accommodate GA with large population while providing good performance and scalability.
{"title":"Adapting MapReduce framework for genetic algorithm with large population","authors":"N. Khalid, A. Fadzil, M. Manaf","doi":"10.1109/SPC.2013.6735099","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735099","url":null,"abstract":"Genetic algorithm (GA) is an algorithm that models inspiration from natural evolution to solve complex problems. GA is renowned for its ability to optimize different types of problem. However, the performance of GA necessitates data and process intensive computing when incorporating large population. This research proposes and evaluates the performance of GA by adapting MapReduce (MR), a parallel processing framework introduced by Google that utilize commodity hardware. The algorithm is executed with population size of up to 10 million. Performance scalability is tested by using 1, 2, 3, and 4 node configurations. The travelling salesman problem (TSP) is chosen as the case study while performance improvement, speedup, and efficiency are employed for performance benchmarking. This research revealed that MR can be naturally adapted for GA. It is also discovered that MR can accommodate GA with large population while providing good performance and scalability.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127940465","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735144
Abdul Muiz Dollah, S. A. Al Junid, Z. Othman, F. N. Osman, K. K. M. Shariff
In pursuit of energy-efficient technology, lighting system has been one of the major concerns of global warming because of high power consumption. Therefore, this study attempted to investigate and design a new mechanism for reducing energy consumption by targeting the indoor lighting system. This study has been carried out in three stages: design, simulation, and implementation. The complex programmable logic device (CPLD) Altera Max EPM7128SLC84-15N has been used as a target device for controlling the luminance and power consumption of LED at the design stage. Several ranges of duty cycle starting from 6% to 93% have been designed, simulated, and tested on CPLD to determine the suitable luminance range at the optimal power consumption for indoor lighting. Altera Quartus II version 11.1 has been used to construct, compile, and simulate the proposed design. Meanwhile, Arduino Uno R3 has been used as an interface for the sensor at the implementation stage. The system has been successfully developed and tested using several ranges of input variables. Evidently, the optimal luminance is influenced by the range of duty cycle and the numbers of the LED bulb. Hence, the proposed system using 15 LEDs at 73% duty cycle produces 480 lx, which approaches the normal office illumination at 500 lx. Therefore, the proposed system is capable of reducing 27% power consumption to produce optimal standard indoor illumination.
在对节能技术的追求中，照明系统因其高能耗而成为全球变暖的主要关注点之一。因此，本研究试图以室内照明系统为目标，探索和设计一种降低能耗的新机制。本研究分三个阶段进行:设计、仿真和实现。在设计阶段，采用复杂可编程逻辑器件Altera Max EPM7128SLC84-15N作为控制LED亮度和功耗的目标器件。在CPLD上设计、模拟和测试了从6%到93%的几个占空比范围，以确定在最佳功耗下适合室内照明的亮度范围。Altera Quartus II版本11.1已用于构造、编译和模拟所建议的设计。同时，在实现阶段使用Arduino Uno R3作为传感器的接口。该系统已成功开发并使用几个范围的输入变量进行了测试。显然，最优亮度受占空比范围和LED灯泡数量的影响。因此，所提出的系统使用15个led，占空比为73%，产生480 lx，接近500 lx的正常办公室照明。因此，所提出的系统能够减少27%的功耗，以产生最佳的标准室内照明。
{"title":"Energy-efficient light driver controller using complex programmable logic","authors":"Abdul Muiz Dollah, S. A. Al Junid, Z. Othman, F. N. Osman, K. K. M. Shariff","doi":"10.1109/SPC.2013.6735144","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735144","url":null,"abstract":"In pursuit of energy-efficient technology, lighting system has been one of the major concerns of global warming because of high power consumption. Therefore, this study attempted to investigate and design a new mechanism for reducing energy consumption by targeting the indoor lighting system. This study has been carried out in three stages: design, simulation, and implementation. The complex programmable logic device (CPLD) Altera Max EPM7128SLC84-15N has been used as a target device for controlling the luminance and power consumption of LED at the design stage. Several ranges of duty cycle starting from 6% to 93% have been designed, simulated, and tested on CPLD to determine the suitable luminance range at the optimal power consumption for indoor lighting. Altera Quartus II version 11.1 has been used to construct, compile, and simulate the proposed design. Meanwhile, Arduino Uno R3 has been used as an interface for the sensor at the implementation stage. The system has been successfully developed and tested using several ranges of input variables. Evidently, the optimal luminance is influenced by the range of duty cycle and the numbers of the LED bulb. Hence, the proposed system using 15 LEDs at 73% duty cycle produces 480 lx, which approaches the normal office illumination at 500 lx. Therefore, the proposed system is capable of reducing 27% power consumption to produce optimal standard indoor illumination.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115726376","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735150
N. A. Razak, N. M. Arshad, R. Adnan, M. F. Misnan, N. M. Thamrin, S. F. Mahmud
Deviation from a planned path due to dynamic wind disturbances clearly will defect the quadrocopter navigation accuracy thus result to poor execution of a task. Few researchers proposed correction algorithms to be integrated in the autonomous quadrocopter system for the problem arises. However, the algorithms are not applicable to enable quadrocopter to navigate precisely on a planned trajectory around the small area with presences of dynamic disturbances such as wind. The research proposed a preliminary work for new real-time adaptive trajectory correction algorithm for autonomous quadrocopter, specifically the algorithm for angle deviation detection and measurement technique via an accelerometer. A ±3G analog accelerometer is utilized and being interfaced with a low-cost microcontroller for digitization process. For minimizing the fluctuation of accelerometer discrete signals, a simplified Kalman's filter algorithm appropriated for the controller is employed. The filtered signals are then used to sense the quadrocopter deviation from the planned path and compute the angle. A custom-made X-Y platform is used as the straight navigation path and represented as dynamic control environment. A GUI window is built in order to exhibit the visual deviation experienced by quadrocopter and recorded wirelessly the deviation angle from the controller so that evaluation on the accuracy performance can be analyzed. Three experiments with a different range of wind disturbance acceleration are executed where the results reveal that the technique is applicable to be used for short-duration detection and in a small-bounded area with fine accuracy.
{"title":"A real-time angle deviation detection and measurement technique for straight line quadrocopter navigation using accelorometer","authors":"N. A. Razak, N. M. Arshad, R. Adnan, M. F. Misnan, N. M. Thamrin, S. F. Mahmud","doi":"10.1109/SPC.2013.6735150","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735150","url":null,"abstract":"Deviation from a planned path due to dynamic wind disturbances clearly will defect the quadrocopter navigation accuracy thus result to poor execution of a task. Few researchers proposed correction algorithms to be integrated in the autonomous quadrocopter system for the problem arises. However, the algorithms are not applicable to enable quadrocopter to navigate precisely on a planned trajectory around the small area with presences of dynamic disturbances such as wind. The research proposed a preliminary work for new real-time adaptive trajectory correction algorithm for autonomous quadrocopter, specifically the algorithm for angle deviation detection and measurement technique via an accelerometer. A ±3G analog accelerometer is utilized and being interfaced with a low-cost microcontroller for digitization process. For minimizing the fluctuation of accelerometer discrete signals, a simplified Kalman's filter algorithm appropriated for the controller is employed. The filtered signals are then used to sense the quadrocopter deviation from the planned path and compute the angle. A custom-made X-Y platform is used as the straight navigation path and represented as dynamic control environment. A GUI window is built in order to exhibit the visual deviation experienced by quadrocopter and recorded wirelessly the deviation angle from the controller so that evaluation on the accuracy performance can be analyzed. Three experiments with a different range of wind disturbance acceleration are executed where the results reveal that the technique is applicable to be used for short-duration detection and in a small-bounded area with fine accuracy.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116705204","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735108
Ryotaro Nakamura, Y. Mitsukura, N. Hamada
This paper proposes a single-channel image blind restoration by using iterative principal components analysis (PCA). Previously we proposed the iterative PCA approaches for blind restoration and proved its superiority over conventional methods. Still, there are some problems to be solved. One of them is precise and automatic way to determine the iteration number. This study tries to solve this by applying a blind image quality assessment for automatic optimization of the iterative number. For a verification example of atmospheric turbulence-degraded imagery our proposed method provides better improved restoration quality than conventional methods. In addition, experiments of simulations are conducted for real images. From the results, we can confirm that the proposed method gives higher PSNR as well as SSIM than the conventional methods even in real environments.
{"title":"Blind restoration of single-channel image using iterative PCA","authors":"Ryotaro Nakamura, Y. Mitsukura, N. Hamada","doi":"10.1109/SPC.2013.6735108","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735108","url":null,"abstract":"This paper proposes a single-channel image blind restoration by using iterative principal components analysis (PCA). Previously we proposed the iterative PCA approaches for blind restoration and proved its superiority over conventional methods. Still, there are some problems to be solved. One of them is precise and automatic way to determine the iteration number. This study tries to solve this by applying a blind image quality assessment for automatic optimization of the iterative number. For a verification example of atmospheric turbulence-degraded imagery our proposed method provides better improved restoration quality than conventional methods. In addition, experiments of simulations are conducted for real images. From the results, we can confirm that the proposed method gives higher PSNR as well as SSIM than the conventional methods even in real environments.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122195919","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735145
N. Saliman, Nur Dalilah Ahmad Sabri, S. A. Al Junid, N. Md. Tahir, Z. A. Majid
This paper presents the potential of the one-dimensional systolic processing element of the Viterbi algorithm in optimizing the DNA sequence alignment system processing engine. The objective of this paper was to optimize the sensitive DNA sequence alignment algorithm toward improving the performance and design complexity. In addition, theoretical study, design, and simulation were conducted using the Altera Quartus II version 9.1 software. The proposed architecture has been tested and is capable of accelerating more than 32 bits of input. As a conclusion, the proposed systolic design has been proven and is able to optimize the performance and design complexity of the most sensitive DNA sequence alignment algorithm on hardware-based accelerator platform.
本文介绍了Viterbi算法的一维收缩处理单元在优化DNA序列比对系统处理引擎中的潜力。本文的目的是优化敏感的DNA序列比对算法，以提高性能和设计复杂度。采用Altera Quartus II version 9.1软件进行理论研究、设计和仿真。所提出的架构已经过测试，能够加速超过32位的输入。综上所述，所提出的收缩设计得到了验证，能够在基于硬件的加速器平台上优化最灵敏的DNA序列比对算法的性能和设计复杂度。
{"title":"Systolic processing element based on the Viterbi algorithm for DNA sequence alignment","authors":"N. Saliman, Nur Dalilah Ahmad Sabri, S. A. Al Junid, N. Md. Tahir, Z. A. Majid","doi":"10.1109/SPC.2013.6735145","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735145","url":null,"abstract":"This paper presents the potential of the one-dimensional systolic processing element of the Viterbi algorithm in optimizing the DNA sequence alignment system processing engine. The objective of this paper was to optimize the sensitive DNA sequence alignment algorithm toward improving the performance and design complexity. In addition, theoretical study, design, and simulation were conducted using the Altera Quartus II version 9.1 software. The proposed architecture has been tested and is capable of accelerating more than 32 bits of input. As a conclusion, the proposed systolic design has been proven and is able to optimize the performance and design complexity of the most sensitive DNA sequence alignment algorithm on hardware-based accelerator platform.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130328340","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735104
Shinsuke Okita, Y. Mitsukura, N. Hamada
For the purpose of automatic speech recognition and speech animation synthesis, speaker verification and so on, there have been studies on `viseme'. Viseme is a visually identifiable unit of utterance or the equivalent unit in the visual domain of the phoneme in audio domain. The classification and the discrimination method of visemes are still important topics. This paper focuses on the number of classification units and a discrimination procedure of Japanese visemes: We extend the number of visemes from 6 to 9 to expanse the word representation by their series, then propose the hierarchical weighted discrimination using multiple discriminative analysis (MDA) to enhance the discriminative ability. In order to verify and discuss the availability of our proposals, visemes discrimination and word recognition experiments were conducted. From these results, the validity of the proposed methods was confirmed.
{"title":"Augmented classification of Japanese visemes and hierarchical weighted discrimination for visual speech recognition","authors":"Shinsuke Okita, Y. Mitsukura, N. Hamada","doi":"10.1109/SPC.2013.6735104","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735104","url":null,"abstract":"For the purpose of automatic speech recognition and speech animation synthesis, speaker verification and so on, there have been studies on `viseme'. Viseme is a visually identifiable unit of utterance or the equivalent unit in the visual domain of the phoneme in audio domain. The classification and the discrimination method of visemes are still important topics. This paper focuses on the number of classification units and a discrimination procedure of Japanese visemes: We extend the number of visemes from 6 to 9 to expanse the word representation by their series, then propose the hierarchical weighted discrimination using multiple discriminative analysis (MDA) to enhance the discriminative ability. In order to verify and discuss the availability of our proposals, visemes discrimination and word recognition experiments were conducted. From these results, the validity of the proposed methods was confirmed.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"3 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129036763","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735131
W. Yafooz, S. Z. Abidin, N. Omar, Zanariah Idrus
A relational database is a basic repository for many businesses, with its robust data structure for retrieving, organizing, and managing data. However, despite its data structure characteristic, a massive amount of data it contains remains unstructured. These unstructured data affects query processing performance and contributes to the difficulty of the user to manage or retrieve the data. Many attempts have been made to reorganize or directly process these data. In this paper, discusses methods of managing unstructured data in the relational database management system. And show the significance of managing these data. Furthermore, the difference in managing such data between relational and NoSQL databases is highlighted. This study will help developers and researchers in managing unstructured data and in addressing important issues that affect query processing which otherwise meaningless if those were not well managed.
{"title":"Managing unstructured data in relational databases","authors":"W. Yafooz, S. Z. Abidin, N. Omar, Zanariah Idrus","doi":"10.1109/SPC.2013.6735131","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735131","url":null,"abstract":"A relational database is a basic repository for many businesses, with its robust data structure for retrieving, organizing, and managing data. However, despite its data structure characteristic, a massive amount of data it contains remains unstructured. These unstructured data affects query processing performance and contributes to the difficulty of the user to manage or retrieve the data. Many attempts have been made to reorganize or directly process these data. In this paper, discusses methods of managing unstructured data in the relational database management system. And show the significance of managing these data. Furthermore, the difference in managing such data between relational and NoSQL databases is highlighted. This study will help developers and researchers in managing unstructured data and in addressing important issues that affect query processing which otherwise meaningless if those were not well managed.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115259110","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735139
N. Ya'acob, Ezwan Ezree Miskan, A. L. Yusof, M. H. Jusoh, Norfazira Mustafa, Nur Anis Mahmon, Nor Farhana Azmi
This paper present about the fire detection of forest fire at Raja Muda Forest Reservein Kuala Selangor within the year2005 until 2009. The main objective is to detect the relationship of humidity and temperature in the effect of the recovery of the forest fire. There are some approaches to identify the effect of the vegetation recovery, Byusing Anova Method, pattern prediction and Remote Sensing techniques using images of SPOT-5 and SPOT-4 provided by Malaysia Remote Sensing Agency. The prediction focusing based on the parameter in space weather. The changing of humidity and temperature elements will give impact to the surrounding. The analysis of the humidity and temperature related to the detection of recovery is by using anova method. The relation and correlation of the humidity and temperature data provided by Malaysia Meteorology Department is proven by the change of the vegetation is observed by the change of the satellite images in the 2005 and 2011. The impact is determined by the Normalized Difference Vegetation Index (NDVI) approach. The results showed the temperature is the main parameter to the effect change towards the vegetation growth through time of the area affected.
{"title":"Vegetation recovery detection from forest fire using Remote Sensing techniques","authors":"N. Ya'acob, Ezwan Ezree Miskan, A. L. Yusof, M. H. Jusoh, Norfazira Mustafa, Nur Anis Mahmon, Nor Farhana Azmi","doi":"10.1109/SPC.2013.6735139","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735139","url":null,"abstract":"This paper present about the fire detection of forest fire at Raja Muda Forest Reservein Kuala Selangor within the year2005 until 2009. The main objective is to detect the relationship of humidity and temperature in the effect of the recovery of the forest fire. There are some approaches to identify the effect of the vegetation recovery, Byusing Anova Method, pattern prediction and Remote Sensing techniques using images of SPOT-5 and SPOT-4 provided by Malaysia Remote Sensing Agency. The prediction focusing based on the parameter in space weather. The changing of humidity and temperature elements will give impact to the surrounding. The analysis of the humidity and temperature related to the detection of recovery is by using anova method. The relation and correlation of the humidity and temperature data provided by Malaysia Meteorology Department is proven by the change of the vegetation is observed by the change of the satellite images in the 2005 and 2011. The impact is determined by the Normalized Difference Vegetation Index (NDVI) approach. The results showed the temperature is the main parameter to the effect change towards the vegetation growth through time of the area affected.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125441285","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 : 1900-01-01DOI: 10.1109/SPC.2013.6735128
Wan Isni Soffiah Wan Din, S. Yahya, M. Taib, A. Yassin
In wireless sensor network, nodes has limited energy resources in its battery. The battery also is impossible to recharge once being deployed. In this paper, we consider the problem of energy efficiency in wireless sensor network. We implemented clustering method by choosing appropriate cluster head based on two effectives parameters; which are residual energy and centrality. This method also was being improved by adopted Fuzzy Logic approach to combines these parameters in order to increase the lifetime of wireless sensor network. We show reasonable results that obtained from several simulation test cases which can drastically effect the lifetime of Wireless Sensor Network.
{"title":"Energy efficient of WSN using two parameters selection","authors":"Wan Isni Soffiah Wan Din, S. Yahya, M. Taib, A. Yassin","doi":"10.1109/SPC.2013.6735128","DOIUrl":"https://doi.org/10.1109/SPC.2013.6735128","url":null,"abstract":"In wireless sensor network, nodes has limited energy resources in its battery. The battery also is impossible to recharge once being deployed. In this paper, we consider the problem of energy efficiency in wireless sensor network. We implemented clustering method by choosing appropriate cluster head based on two effectives parameters; which are residual energy and centrality. This method also was being improved by adopted Fuzzy Logic approach to combines these parameters in order to increase the lifetime of wireless sensor network. We show reasonable results that obtained from several simulation test cases which can drastically effect the lifetime of Wireless Sensor Network.","PeriodicalId":198247,"journal":{"name":"2013 IEEE Conference on Systems, Process & Control (ICSPC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128842827","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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