New Review of Information Networking最新文献_第5页

NNRA-CAC: NARX Neural Network-based Rate Adjustment for Congestion Avoidance and Control in Wireless Sensor Networks NNRA-CAC:基于NARX神经网络的无线传感器网络拥塞避免与控制速率调整

New Review of Information Networking Pub Date : 2017-07-03 DOI: 10.1080/13614576.2017.1368407

Dr. Vaibhav Eknath Narawade, U. Kolekar

{"title":"NNRA-CAC: NARX Neural Network-based Rate Adjustment for Congestion Avoidance and Control in Wireless Sensor Networks","authors":"Dr. Vaibhav Eknath Narawade, U. Kolekar","doi":"10.1080/13614576.2017.1368407","DOIUrl":"https://doi.org/10.1080/13614576.2017.1368407","url":null,"abstract":"ABSTRACT A wireless sensor network (WSN) is an application area that is valuable in various fields, such as healthcare monitoring, environmental monitoring, and so on. Application areas require WSNs with high throughput and low degree of packet loss. Due to congestion in the network, the throughput of the network is affected, which imposes the need for congestion control in the network. This article proposes a method, titled NARX Neural network-based Rate Adjustment (NNRA) for avoiding and controlling congestion in the network. Initially, congestion in the network is avoided by dropping packets and the NNRA is used to control congestion in the network when congestion is present. Performance analysis is carried out in terms of throughput, delay, size of the queue, packet loss, and the level of the congestion using two setups. The results of the proposed method are compared with the existing methods to prove the effectiveness of the proposed method. The proposed method attained a maximum throughput at a rate of 0.9585 and minimum values for delay, queue size, packet loss, and the congestion level.","PeriodicalId":35726,"journal":{"name":"New Review of Information Networking","volume":"22 1","pages":"110 - 85"},"PeriodicalIF":0.0,"publicationDate":"2017-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13614576.2017.1368407","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48430733","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}

引用次数: 3

Adaptive Grey Wolf Optimization for Weightage-based Combined Economic Emission Dispatch in Hybrid Renewable Energy Systems 基于权重的混合可再生能源系统联合经济排放调度自适应灰狼优化

New Review of Information Networking Pub Date : 2017-07-03 DOI: 10.1080/13614576.2017.1368406

S. Halbhavi, D. Kulkarni, S. K. Ambekar, D. Manjunath

{"title":"Adaptive Grey Wolf Optimization for Weightage-based Combined Economic Emission Dispatch in Hybrid Renewable Energy Systems","authors":"S. Halbhavi, D. Kulkarni, S. K. Ambekar, D. Manjunath","doi":"10.1080/13614576.2017.1368406","DOIUrl":"https://doi.org/10.1080/13614576.2017.1368406","url":null,"abstract":"ABSTRACT Nowadays, the electric power networks comprise diverse renewable energy resources, with the rapid development of technologies. In this scenario, the optimal Economic Dispatch is required by the power system due to the increment of power generation cost and ever growing demand of electrical energy. Thus, the reduction of power generation cost in terms of fuel cost and emission cost has become one of the main challenges in the power system. Accordingly, this article proposes the Grey Wolf Optimization-Extended Searching (GWO-ES) algorithm to provide the excellent solution for the problems regarding Combined Economic and Emission Dispatch (CEED). It validates the robustness of the proposed algorithm in seven Hybrid Renewable Energy Systems (HRES) test bus systems, which combines the wind turbine along with the thermal power plant. Furthermore, it compares the performance of the proposed GWO-ES algorithm with conventional algorithms such as Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Differential Evolution (DE), and GWO. Next, the article emulates a valuable convergence analysis and justification for the quality of CEED through the GWO-ES algorithm. Finally, the result was compared to four other conventional algorithms to assure the efficiency of the proposed algorithm in terms of fuel cost and emission cost reduction.","PeriodicalId":35726,"journal":{"name":"New Review of Information Networking","volume":"22 1","pages":"124 - 142"},"PeriodicalIF":0.0,"publicationDate":"2017-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13614576.2017.1368406","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48526798","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}

引用次数: 3

EOV-C2 EOV-C2

New Review of Information Networking Pub Date : 2017-07-03 DOI: 10.1080/13614576.2017.1412146

引用次数: 0

A Novel Framework for Human Activity Recognition with Time Labelled Real Time Sensor Data 一种基于时间标记实时传感器数据的人类活动识别新框架

New Review of Information Networking Pub Date : 2017-07-03 DOI: 10.1080/13614576.2017.1368408

J. Gitanjali, Muhammad Rukunuddin Ghalib

引用次数: 1

Provision of Records Created in Networked Environments in the Curricula of Institutions of Higher Learning in Africa 非洲高等院校课程中网络环境中创建的记录的提供

New Review of Information Networking Pub Date : 2017-01-02 DOI: 10.1080/13614576.2017.1297731

M. Ngoepe, S. Katuu

{"title":"Provision of Records Created in Networked Environments in the Curricula of Institutions of Higher Learning in Africa","authors":"M. Ngoepe, S. Katuu","doi":"10.1080/13614576.2017.1297731","DOIUrl":"https://doi.org/10.1080/13614576.2017.1297731","url":null,"abstract":"ABSTRACT The importance of curriculum development on archives and records management in the digital era, especially on the African continent, cannot be overemphasized. While many universities in the global hub have included studies on all aspects of archives and records management programs with many emphasizing records created in networked environments, the same cannot be said about universities on the African continent. In Africa, education and training of archives and records professionals can be traced back several decades. Archives and records practitioners in Africa’s different countries have, over the years, taken varying paths to attain their professional qualifications. This study outlines progress on an ongoing study by InterPARES Trust Africa Team that examines the curricula in different African educational institutions and investigates the extent to which they address the increasingly complex environment that includes the management of digital records in networked environments. It is hoped that the study will inform curriculum development and review in the area of digital records at the institutions of higher learning in Africa.","PeriodicalId":35726,"journal":{"name":"New Review of Information Networking","volume":"22 1","pages":"1 - 12"},"PeriodicalIF":0.0,"publicationDate":"2017-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13614576.2017.1297731","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43106113","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}

引用次数: 15

Multi-Objective Optimization Model for QoS-Enabled Web Service Selection in Service-Based Systems 基于服务系统中支持qos的Web服务选择的多目标优化模型

New Review of Information Networking Pub Date : 2017-01-02 DOI: 10.1080/13614576.2017.1297733

Suvarna S. Pawar, Y. Prasanth

{"title":"Multi-Objective Optimization Model for QoS-Enabled Web Service Selection in Service-Based Systems","authors":"Suvarna S. Pawar, Y. Prasanth","doi":"10.1080/13614576.2017.1297733","DOIUrl":"https://doi.org/10.1080/13614576.2017.1297733","url":null,"abstract":"ABSTRACT Nowadays, the web service has become the emerging communication technology where the interaction of each user is performed through the World Wide Web. However, the performance of the web service mechanism is degraded due to security flaws that occur throughout the Internet.. The user or service requester may not attain the relevant web service for their requirement. To overcome this problem, the newly developed multi-objective based Cuckoo Search (MCS) algorithm is proposed in this article. Initially, the input query model was built by the query keyword that is provided by the service requester. Then, the given query is matched with the database that hosts the web services that relates to input query. Among the various services, the user has to select the appropriate web service using the proposed algorithm. The MCS algorithm is newly designed by combining the Cuckoo Search algorithm and the QoS parameter based multiple objectives. Additionally, the new mathematical model of fitness is evaluated by the multi-objective parameters. Finally, the proposed algorithm exploits the fitness value to select the relevant web service for the user query. The experimental results are validated and performance is analyzed by the parameters of precision, recall, and F-measure. Thus, 86.6% of precision value was obtained by the proposed method, which ensured provision of the appropriate web service.","PeriodicalId":35726,"journal":{"name":"New Review of Information Networking","volume":"22 1","pages":"34 - 53"},"PeriodicalIF":0.0,"publicationDate":"2017-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13614576.2017.1297733","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44380109","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}

引用次数: 4

Interactive Self Improvement Based Adaptive Particle Swarm Optimization 基于交互式自改进的自适应粒子群优化

New Review of Information Networking Pub Date : 2017-01-02 DOI: 10.1080/13614576.2017.1297732

S. B. Vinay Kumar, P. Rao

引用次数: 1

Energy Efficient Cluster Head Selection for Internet of Things 面向物联网的高效簇头选择

New Review of Information Networking Pub Date : 2017-01-02 DOI: 10.1080/13614576.2017.1297734

M. Praveen, K. Vishnuvardhan Reddy, R. Babu

{"title":"Energy Efficient Cluster Head Selection for Internet of Things","authors":"M. Praveen, K. Vishnuvardhan Reddy, R. Babu","doi":"10.1080/13614576.2017.1297734","DOIUrl":"https://doi.org/10.1080/13614576.2017.1297734","url":null,"abstract":"ABSTRACT Recently, Internet of Things (IoT) devices are highly utilized in diverse fields such as environmental monitoring, industries, and smart home, among others. Under such instances, a cluster head is selected among the diverse IoT devices of wireless sensor network (WSN) based IoT network to maintain a reliable network with efficient data transmission. This article proposed a novel method with the combination of Gravitational Search Algorithm (GSA) and Artificial Bee Colony (ABC) algorithm to accomplish the efficient cluster head selection. This method considers the distance, energy, delay, load, and temperature of the IoT devices during the operation of the cluster head selection process. Furthermore, the performance of the proposed method is analyzed by comparing with conventional methods such as Artificial Bee Colony (ABC), Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and GSO algorithms. The analysis related to the existence of the number of alive nodes, convergence estimation, and performance in terms of normalized energy, load, and temperature of the IoT devices are determined. Thus the analysis of our implementation reveals the superior performance of the proposed method.","PeriodicalId":35726,"journal":{"name":"New Review of Information Networking","volume":"22 1","pages":"54 - 70"},"PeriodicalIF":0.0,"publicationDate":"2017-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13614576.2017.1297734","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48612835","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}

引用次数: 38

An Exploration of the Digitisation Strategies of the Liberation Archives of the African National Congress in South Africa 南非非洲人国民大会解放档案数字化策略探讨

New Review of Information Networking Pub Date : 2016-08-01 DOI: 10.1080/13614576.2019.1608571

Sidney Netshakhuma, M. Ngoepe

{"title":"An Exploration of the Digitisation Strategies of the Liberation Archives of the African National Congress in South Africa","authors":"Sidney Netshakhuma, M. Ngoepe","doi":"10.1080/13614576.2019.1608571","DOIUrl":"https://doi.org/10.1080/13614576.2019.1608571","url":null,"abstract":"ABSTRACT Despite the availability of guidelines, standards, and software developed by national archives, professional associations, research groups and commercial organizations, digital records are still a challenge to manage, especially in Africa. A number of digitization projects undertaken by archival organizations in Africa failed to realize their goals of ensuring preservation and access of records. This is partially due to lack of strategies to migrate from analog to digital records. This study explored the strategies adopted by the African National Congress (ANC) in digitizing its liberation archives with the aim of capturing lessons learnt. Qualitative data were collected through interviews with purposively selected employees of the ANC, MultiChoice, Africa Media Online, and the Nelson Mandela Foundation as they were involved in the digitization project of the liberation archives. The results revealed that the ANC established an archives management committee to lead the implementation of digitization of the liberation archives. Furthermore, the ANC relied heavily on the companies MultiChoice and Africa Media Online, as its archivists were not trained for the digitization of archives. A number of lessons learnt with regard to the digitization of liberations archives are captured. The study concludes by demonstrating the importance of having a strategy in digitizing archival holdings. It is recommended that this study should be extended to other liberation movements in eastern and southern Africa. Furthermore, a study on determining the authenticity of digitized liberation archives is recommended.","PeriodicalId":35726,"journal":{"name":"New Review of Information Networking","volume":"26 1","pages":"12 - 32"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"60362669","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}

引用次数: 11

EOV Ed board EOV板

New Review of Information Networking Pub Date : 2016-07-02 DOI: 10.1080/13614576.2016.1257326

引用次数: 0