Pub Date : 2019-03-15DOI: 10.1109/ICACCS.2019.8728361
P. Leninpugalhanthi, Janani R, Nidheesh s, Mamtha Rv, K. I, R. Senthil Kumar
Power theft is a blatant problem in electric powersystems, which causes great economic losses and leads to irregular supply of electicity. Power theft can be briefly defined as usage of power without the knowledge of the supplier. It has become the major problem in India and it is a crime. Overall India has highest losses about 16.2 billion dollar. Power theft can be happened in many ways one such way is that a registered customers steal either bypassing the meter ie: connecting around the meter to a live cable on a company side of the meter or tampering with the meter to make the meter to read less or no consumption. In order to eradicate the power theft it has to be identified. In this paper the raspberry Pi is fixed with threshold voltage and current whenever the voltage level get increased power theft is detected.
{"title":"Power Theft Identification System Using Iot","authors":"P. Leninpugalhanthi, Janani R, Nidheesh s, Mamtha Rv, K. I, R. Senthil Kumar","doi":"10.1109/ICACCS.2019.8728361","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728361","url":null,"abstract":"Power theft is a blatant problem in electric powersystems, which causes great economic losses and leads to irregular supply of electicity. Power theft can be briefly defined as usage of power without the knowledge of the supplier. It has become the major problem in India and it is a crime. Overall India has highest losses about 16.2 billion dollar. Power theft can be happened in many ways one such way is that a registered customers steal either bypassing the meter ie: connecting around the meter to a live cable on a company side of the meter or tampering with the meter to make the meter to read less or no consumption. In order to eradicate the power theft it has to be identified. In this paper the raspberry Pi is fixed with threshold voltage and current whenever the voltage level get increased power theft is detected.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127895999","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728455
R. R. Thirrunavukkarasu, S. Kirthika, N. Nivetha, N. Renuka
The wearable devices became wide wont to monitor body signals for long health care and residential care applications because of the speedy development of moveable natural philosophy. They sight very important signals through physiological sensors and so transmit them to a cloud info for analysis and watching functions through wireless communication systems. A sensible digitizer (ADC) was accomplished by a mixed-signal application-specific integrated circuit (ASIC) that is intended supported adaptive resolution and lossless compression techniques for graph (ECG) signal watching. The adaptive resolution technique is employed to pick out totally different sampling frequencies of the ADC consistent with amplitude changes within the input signals. Consistent with the characteristic of the signals the sampling clock for the ADC are often adaptively elect. Data compression techniques used are economical methodology to avoid wasting transmission power by reducing the number of knowledge being transmitted over the network. The signal transmission rate has been reduced and maintained high-quality detection and meets the low power consumption of the planning. The ADC application of mixed signal design is implemented using VHDL coding.
{"title":"Design Of Sar-Adc Based Mixed Signal Architecture For Low Power Application","authors":"R. R. Thirrunavukkarasu, S. Kirthika, N. Nivetha, N. Renuka","doi":"10.1109/ICACCS.2019.8728455","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728455","url":null,"abstract":"The wearable devices became wide wont to monitor body signals for long health care and residential care applications because of the speedy development of moveable natural philosophy. They sight very important signals through physiological sensors and so transmit them to a cloud info for analysis and watching functions through wireless communication systems. A sensible digitizer (ADC) was accomplished by a mixed-signal application-specific integrated circuit (ASIC) that is intended supported adaptive resolution and lossless compression techniques for graph (ECG) signal watching. The adaptive resolution technique is employed to pick out totally different sampling frequencies of the ADC consistent with amplitude changes within the input signals. Consistent with the characteristic of the signals the sampling clock for the ADC are often adaptively elect. Data compression techniques used are economical methodology to avoid wasting transmission power by reducing the number of knowledge being transmitted over the network. The signal transmission rate has been reduced and maintained high-quality detection and meets the low power consumption of the planning. The ADC application of mixed signal design is implemented using VHDL coding.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115704563","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728418
S. Arulpriya, P. Kumar
A self-controlled precharge free Content Addressable Memory is mainly used in speedy and high-performance searching operation. Here the precharge operation can be eliminated so that the design is preferred in the larger word length CAM to reduce the search time. In the conventional SCPF-CAM, 6T CAM is used but in the proposed method SCPF using 4T CAM is designed so the number of transistors can be reduced as compared to the conventional SCPF-CAM. The area utilised is approximately 20% reduced in this proposed design, and the power consumption also can be reduced.
{"title":"Area Efficient Self Controlled Pre Charge Free Content Addressable Memory","authors":"S. Arulpriya, P. Kumar","doi":"10.1109/ICACCS.2019.8728418","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728418","url":null,"abstract":"A self-controlled precharge free Content Addressable Memory is mainly used in speedy and high-performance searching operation. Here the precharge operation can be eliminated so that the design is preferred in the larger word length CAM to reduce the search time. In the conventional SCPF-CAM, 6T CAM is used but in the proposed method SCPF using 4T CAM is designed so the number of transistors can be reduced as compared to the conventional SCPF-CAM. The area utilised is approximately 20% reduced in this proposed design, and the power consumption also can be reduced.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127273340","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728552
Bikash Thapa Chhetri, A. Alsadoon, P. Prasad, Haritha Sallepalli Venkata, A. Elchouemi
Technologies like Global positioning system (GPS), sensors, Infrared (IR) Wi-Fi, cellular signals, etc. for tracking the movement of an object lack the location precision. The existing systems developed with these technologies were lacked of efficiency and accuracy to locate patient inside the hospital for utilizing the available resources (doctors, nurse, staff, and equipment). Therefore, we propose a system which minimizes the location error with less processing time for an indoor moving patient. Proposed system comprises Received Signal Strength Indicator (RSSI) with the existing Weighted Centroid Localization (WCL) methods improve the signal strength of a signal received from the tag and determining the exact position of moving tag by reducing the location error and improving the processing time. The efficiently tracks moving patient inside the hospital with decreased processing time from 86ms to 52ms and 116ms to 97ms also less location error from 0.08m to 0.03m and 0.18m to 0.15m based upon the number of tags deployed, i.e. 10 and 20 respectively. Thus, this solution provides hospital management accurate tracking of moving patient for efficient allocation of the available resources (doctors, nurse, examination room, etc.) based upon their position.
{"title":"Enhanced Weighted Centroid Localization in RFID Technology: Patient Movement Tracking in Hospital","authors":"Bikash Thapa Chhetri, A. Alsadoon, P. Prasad, Haritha Sallepalli Venkata, A. Elchouemi","doi":"10.1109/ICACCS.2019.8728552","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728552","url":null,"abstract":"Technologies like Global positioning system (GPS), sensors, Infrared (IR) Wi-Fi, cellular signals, etc. for tracking the movement of an object lack the location precision. The existing systems developed with these technologies were lacked of efficiency and accuracy to locate patient inside the hospital for utilizing the available resources (doctors, nurse, staff, and equipment). Therefore, we propose a system which minimizes the location error with less processing time for an indoor moving patient. Proposed system comprises Received Signal Strength Indicator (RSSI) with the existing Weighted Centroid Localization (WCL) methods improve the signal strength of a signal received from the tag and determining the exact position of moving tag by reducing the location error and improving the processing time. The efficiently tracks moving patient inside the hospital with decreased processing time from 86ms to 52ms and 116ms to 97ms also less location error from 0.08m to 0.03m and 0.18m to 0.15m based upon the number of tags deployed, i.e. 10 and 20 respectively. Thus, this solution provides hospital management accurate tracking of moving patient for efficient allocation of the available resources (doctors, nurse, examination room, etc.) based upon their position.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124802637","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728347
S. Gangadhara, Swati Nagaraj Hasyagar, Uma Damotharan
Software Defined Networking (SDN) is acclaimed as the future of networking as it provides disaggregation between software and hardware and enables a central point of control over the entire network. Many network applications such as load balancers, IPv4-IPv6 converters, VMs, IDS and IPS systems can be realised through SDN deployments. Implementing an SDN solution for the aforementioned network applications would guarantee better performance. As part of this survey, research papers have been reviewed to understand various network applications, their shortcomings in the current deployments and a corresponding proposed SDN solution to tackle these shortcomings. Accordingly, proposals have been made with respect to the deployment strategies of these SDN network applications. The three approaches to deploy SDN solutions are: the rip and replace model, the overlay model and the hybrid model. The main focus of this paper is to propose the best model out of the three models for an SDN deployment for each of the discussed network applications.
{"title":"Deployable SDN architecture for network applications: an investigative survey","authors":"S. Gangadhara, Swati Nagaraj Hasyagar, Uma Damotharan","doi":"10.1109/ICACCS.2019.8728347","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728347","url":null,"abstract":"Software Defined Networking (SDN) is acclaimed as the future of networking as it provides disaggregation between software and hardware and enables a central point of control over the entire network. Many network applications such as load balancers, IPv4-IPv6 converters, VMs, IDS and IPS systems can be realised through SDN deployments. Implementing an SDN solution for the aforementioned network applications would guarantee better performance. As part of this survey, research papers have been reviewed to understand various network applications, their shortcomings in the current deployments and a corresponding proposed SDN solution to tackle these shortcomings. Accordingly, proposals have been made with respect to the deployment strategies of these SDN network applications. The three approaches to deploy SDN solutions are: the rip and replace model, the overlay model and the hybrid model. The main focus of this paper is to propose the best model out of the three models for an SDN deployment for each of the discussed network applications.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123482212","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728473
S. Sahoo, Silambarasi R, S. Ari
Human action recognition is an active research topic which is having real time challenges. Some of the challenges are speed of action, background noise and shape of the performing action. To handle these problem, in this paper the following works are proposed. By the help of optical flow, Bag of Bag of histogram of optical flow (BoHOF) is proposed which is useful to differentiate actions varying with speed of action. BoHOF features are calculated from segmented human objects. To remove the shadow effect, sobel edge filter is used combingly in horizontal and vertical direction. Median filtering is applied to suppress background noise. Histogram of oriented gradients (HOG) features are extracted from 3D projected planes and combined with BoHOF to extract maximum advantages of both the features. Finally, the multi-class SVM-based classifier with radial basis kernel is applied to recognize different human actions. The experiments are conducted on the benchmark KTH dataset and the experimental findings concludes that the proposed HAR technique provides better performance compared to the state-of-the-art techniques.
人体动作识别是一个活跃的研究课题，面临着现实的挑战。其中一些挑战是动作的速度、背景噪音和表演动作的形状。为了解决这些问题，本文提出了以下工作。借助光流直方图(BoHOF)，提出了一种用于区分随动作速度变化的动作的Bag of Bag方法。BoHOF特征是从分割的人体物体中计算出来的。为了消除阴影效果，在水平方向和垂直方向上混合使用sobel边缘滤波器。采用中值滤波抑制背景噪声。从三维投影平面中提取定向梯度直方图(Histogram of oriented gradients, HOG)特征，并与BoHOF相结合，提取两种特征的最大优势。最后，应用基于径向基核的多类svm分类器对不同的人体动作进行识别。在基准KTH数据集上进行了实验，实验结果表明，与最先进的技术相比，所提出的HAR技术提供了更好的性能。
{"title":"Fusion of histogram based features for Human Action Recognition","authors":"S. Sahoo, Silambarasi R, S. Ari","doi":"10.1109/ICACCS.2019.8728473","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728473","url":null,"abstract":"Human action recognition is an active research topic which is having real time challenges. Some of the challenges are speed of action, background noise and shape of the performing action. To handle these problem, in this paper the following works are proposed. By the help of optical flow, Bag of Bag of histogram of optical flow (BoHOF) is proposed which is useful to differentiate actions varying with speed of action. BoHOF features are calculated from segmented human objects. To remove the shadow effect, sobel edge filter is used combingly in horizontal and vertical direction. Median filtering is applied to suppress background noise. Histogram of oriented gradients (HOG) features are extracted from 3D projected planes and combined with BoHOF to extract maximum advantages of both the features. Finally, the multi-class SVM-based classifier with radial basis kernel is applied to recognize different human actions. The experiments are conducted on the benchmark KTH dataset and the experimental findings concludes that the proposed HAR technique provides better performance compared to the state-of-the-art techniques.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123800567","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728449
Chandran Venkatesan, Thabsera Sulthana M, Sumithra M.G, S. M
The full adder is an important component for controller or processor design like microprocessors, digital signal processors etc. It is also used to do arithmetic and logical operations. The objective of this project is to reduce power, delay and increase the stability factor of a full adder by using various 1bit full adder designs and techniques. Here 10T full adder circuits using CMOS technology plots the minimum power consumption rather than others. Because CMOS technology dissipates low power. A comparative data analysis is shown for power, delay and stability using SERF (Static Energy Recovery Full Adder), GDI(Gate Diffused Input) method with different number of transistors which is used to extend the battery life. The adders are designed and implemented in the virtuoso platform using Cadence 45nm tool.
{"title":"Analysis of 1- bit full adder using different techniques in Cadence 45nm Technology","authors":"Chandran Venkatesan, Thabsera Sulthana M, Sumithra M.G, S. M","doi":"10.1109/ICACCS.2019.8728449","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728449","url":null,"abstract":"The full adder is an important component for controller or processor design like microprocessors, digital signal processors etc. It is also used to do arithmetic and logical operations. The objective of this project is to reduce power, delay and increase the stability factor of a full adder by using various 1bit full adder designs and techniques. Here 10T full adder circuits using CMOS technology plots the minimum power consumption rather than others. Because CMOS technology dissipates low power. A comparative data analysis is shown for power, delay and stability using SERF (Static Energy Recovery Full Adder), GDI(Gate Diffused Input) method with different number of transistors which is used to extend the battery life. The adders are designed and implemented in the virtuoso platform using Cadence 45nm tool.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126637445","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728360
B. Anuradha, B. Priyadharsini, A. Yuvasri, M. Yamuna
Digital technologies shape our everyday lives for calculating everything. In this paper we proposed to implement a digital way to view fuel target in a vehicle. The simple aspect of this work is to check whether the fuel filled in the vehicle is appropriate to the given price or not, as for the first two pumps the tank is filled with fuel with air and then for the rest of the pumps, tank is filled with fuel. The level of the fuel is calculated with the help of float sensor. When people are moving in the highways or in the hills, they don’t know how long will that vehicle will travel. So, we are embedding the mileage calculation with the level detection. With the help of the distance which is displayed in the LCD, the person can aware about how far that vehicle will move further.
{"title":"Fuel Level Indication and Mileage Calculator Using Iot","authors":"B. Anuradha, B. Priyadharsini, A. Yuvasri, M. Yamuna","doi":"10.1109/ICACCS.2019.8728360","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728360","url":null,"abstract":"Digital technologies shape our everyday lives for calculating everything. In this paper we proposed to implement a digital way to view fuel target in a vehicle. The simple aspect of this work is to check whether the fuel filled in the vehicle is appropriate to the given price or not, as for the first two pumps the tank is filled with fuel with air and then for the rest of the pumps, tank is filled with fuel. The level of the fuel is calculated with the help of float sensor. When people are moving in the highways or in the hills, they don’t know how long will that vehicle will travel. So, we are embedding the mileage calculation with the level detection. With the help of the distance which is displayed in the LCD, the person can aware about how far that vehicle will move further.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115986635","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728387
Rajasekhar Vatambeti, P. Dhal
The Congestion management of multi bus i.e 30 bus system is assessed by optimal sizing of PV system in this research paper. The recitation analysis of PV system has carried out in 30 bus system for the development of power system security through MATPOWER software. When the multi bus system goes an unexpected loading, its stability and security of the system is disturbed. It is required better results, it is required better the security from the disturbance of the areas. Here, the system is monitoring by continuation power flow (CPF), because of to improve the congestion situation of the systems. The various operating conditions like without PV system and with PV system tuned by Multi verse optimization algorithm. It has used to evaluate the performance of the proposed systems. The result shows, the system with PV system properly is tuned by this algorithm. It produces better result than the systems without PV.
{"title":"Congestion Management based Optimal Sizing of PV System using MultiVerse Optimization Algorithm","authors":"Rajasekhar Vatambeti, P. Dhal","doi":"10.1109/ICACCS.2019.8728387","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728387","url":null,"abstract":"The Congestion management of multi bus i.e 30 bus system is assessed by optimal sizing of PV system in this research paper. The recitation analysis of PV system has carried out in 30 bus system for the development of power system security through MATPOWER software. When the multi bus system goes an unexpected loading, its stability and security of the system is disturbed. It is required better results, it is required better the security from the disturbance of the areas. Here, the system is monitoring by continuation power flow (CPF), because of to improve the congestion situation of the systems. The various operating conditions like without PV system and with PV system tuned by Multi verse optimization algorithm. It has used to evaluate the performance of the proposed systems. The result shows, the system with PV system properly is tuned by this algorithm. It produces better result than the systems without PV.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122555609","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 : 2019-03-01DOI: 10.1109/ICACCS.2019.8728472
Ami Kumar Parida, S. Panda, R.P. Singh
In present scenario when we talk about digital signal transmission inter symbol interference is the most exciting problem over frequency selective communication channel. To avoid such drawback and to get back initial transmitted information there is an equalization process at the receiver end which compensating corrupted data due to ISI. Hence the basic techniques as Channel equalizers are generally adapted to minimize consequences are Inter-Symbol Interference. An adaptive equalizer is highly suitable to handle the time varying and random nature of communication channel. This conversational equalizer by nature inverse to channel and channel’s influence can be compensating. Also for non inverse channel there is no existence of equalizer. Now we think about better performance comparing with traditional, and a neural equalizer can be proposed. This research paper also reflecting the process of minimizing of mean square error and also distortion due to ISI. Analysis outcome of this work satisfy us that neural equalizer operational behavior much better than all existing conversational system of equalizers. The outcome on the planned equalizer is deeply considered for every channel having its own bit-error rate with noisy data. Result after Simulation expressing the properly designed equalizer has lower Bit Error Rate (BER) with respect to performance.
{"title":"A Strategy on Channel Equalization for Digital Communication Based on Neural Network System","authors":"Ami Kumar Parida, S. Panda, R.P. Singh","doi":"10.1109/ICACCS.2019.8728472","DOIUrl":"https://doi.org/10.1109/ICACCS.2019.8728472","url":null,"abstract":"In present scenario when we talk about digital signal transmission inter symbol interference is the most exciting problem over frequency selective communication channel. To avoid such drawback and to get back initial transmitted information there is an equalization process at the receiver end which compensating corrupted data due to ISI. Hence the basic techniques as Channel equalizers are generally adapted to minimize consequences are Inter-Symbol Interference. An adaptive equalizer is highly suitable to handle the time varying and random nature of communication channel. This conversational equalizer by nature inverse to channel and channel’s influence can be compensating. Also for non inverse channel there is no existence of equalizer. Now we think about better performance comparing with traditional, and a neural equalizer can be proposed. This research paper also reflecting the process of minimizing of mean square error and also distortion due to ISI. Analysis outcome of this work satisfy us that neural equalizer operational behavior much better than all existing conversational system of equalizers. The outcome on the planned equalizer is deeply considered for every channel having its own bit-error rate with noisy data. Result after Simulation expressing the properly designed equalizer has lower Bit Error Rate (BER) with respect to performance.","PeriodicalId":249139,"journal":{"name":"2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122549851","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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