Pub Date : 2022-01-01DOI: 10.56293/ijasr.2022.5451
Rathnayake H.D, Herath D
It has been shown that while different technologies and methodologies are employed in the higher education sector to capture and process knowledge, successful knowledge dissemination is hindered by constraints. Impediments to knowledge distribution that result from many factors that are not properly acknowledged and untangled in the education sector. As a result, the criteria mentioned confirm that obstacles to knowledge dissemination lower staff productivity and effectiveness in knowledge management. As a critical information gap, the distinction between barriers and knowledge diffusion is explored in this study work. The study was created using a deductive methodology and a positivist epistemological stance. The study sample was selected as 181 members of the academic and non-academic staff across 46 branches of the ABC non-state university that awards degrees. The study found that organizational, individual, and technological hurdles obstruct the dissemination of knowledge. According to research findings, impediments to information distribution in the higher education sector should be removed by addressing those that exist in the contexts of organizations, individuals, and technology.
{"title":"Implications of observed impediments on knowledge dissemination across employees in Sri Lanka's education sector: a case study on abc non-state degree awarding institute","authors":"Rathnayake H.D, Herath D","doi":"10.56293/ijasr.2022.5451","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5451","url":null,"abstract":"It has been shown that while different technologies and methodologies are employed in the higher education sector to capture and process knowledge, successful knowledge dissemination is hindered by constraints. Impediments to knowledge distribution that result from many factors that are not properly acknowledged and untangled in the education sector. As a result, the criteria mentioned confirm that obstacles to knowledge dissemination lower staff productivity and effectiveness in knowledge management. As a critical information gap, the distinction between barriers and knowledge diffusion is explored in this study work. The study was created using a deductive methodology and a positivist epistemological stance. The study sample was selected as 181 members of the academic and non-academic staff across 46 branches of the ABC non-state university that awards degrees. The study found that organizational, individual, and technological hurdles obstruct the dissemination of knowledge. According to research findings, impediments to information distribution in the higher education sector should be removed by addressing those that exist in the contexts of organizations, individuals, and technology.","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"118 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85071857","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 : 2022-01-01DOI: 10.56293/ijasr.2022.5500
Cindy Love A. Cagas, Dave P. Mohagan, Romeo M. Tubongbanua Jr., Michelle S. Suelo, Rona Mae P. Viernes, Kent Sean Alan T. Dargantes, Aimee C. Abdul
A new species of weevil under the genus Eupyrgops (Berg, 1898) of the family Curculionidae is discovered on the Salacafe Trail going to Lake Holon, Mt. Melibengoy, T’boli, South Cotabato, Philippines. The genus Eupyrgops is poorly known in the Philippines. There are only 11 species recorded. However, these species were only recorded on Luzon Island. Thus, making this new species a new and lone record in Mindanao, would update the list to 12 species. The new species was collected in an opportunistic manner last May 16-18, 2022. The new species Eupyrgops almae sp. nov. has a resemblance with Eupyrgops mitorajii (Alessandro Bramanti, Andrea Bramanti and Rukmane Barbale, 2020) from Luzon. This single (female holotype) specimen was deposited at the zoology section of the CMU – University Museum as a repository of the vertebrate and invertebrate fauna of Mindanao.
在菲律宾南哥打巴托州T 'boli Melibengoy山通往Holon湖的Salacafe小径上发现了一种新的象鼻虫，属于Curculionidae科Eupyrgops属(Berg, 1898)。在菲律宾，尤尼罗属鲜为人知。有记录的只有11种。然而，这些物种只在吕宋岛有记录。因此，使该新种成为棉兰老岛的新记录和唯一记录，将使名单更新到12种。新物种是在2022年5月16日至18日以机会主义方式收集的。新种Eupyrgops almae sp. 11 .与吕宋岛的Eupyrgops mitorajii (Alessandro Bramanti, Andrea Bramanti and Rukmane Barbale, 2020)有相似之处。这个单一的(雌性完整型)标本被存放在CMU -大学博物馆的动物学部分，作为棉兰老岛脊椎动物和无脊椎动物动物群的存储库。
{"title":"A new jewel from the crown jewel of the South – Lake Holon: Eupyrgops almae sp. nov. (Cagas, C.L.A. &Mohagan, D.P., 2023) (Coleoptera: Curculionidae: Celeuthitini) from Mt. Melibengoy, Sitio Salacafe, T’boli, South Cotabato, Mindanao, Philippines","authors":"Cindy Love A. Cagas, Dave P. Mohagan, Romeo M. Tubongbanua Jr., Michelle S. Suelo, Rona Mae P. Viernes, Kent Sean Alan T. Dargantes, Aimee C. Abdul","doi":"10.56293/ijasr.2022.5500","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5500","url":null,"abstract":"A new species of weevil under the genus Eupyrgops (Berg, 1898) of the family Curculionidae is discovered on the Salacafe Trail going to Lake Holon, Mt. Melibengoy, T’boli, South Cotabato, Philippines. The genus Eupyrgops is poorly known in the Philippines. There are only 11 species recorded. However, these species were only recorded on Luzon Island. Thus, making this new species a new and lone record in Mindanao, would update the list to 12 species. The new species was collected in an opportunistic manner last May 16-18, 2022. The new species Eupyrgops almae sp. nov. has a resemblance with Eupyrgops mitorajii (Alessandro Bramanti, Andrea Bramanti and Rukmane Barbale, 2020) from Luzon. This single (female holotype) specimen was deposited at the zoology section of the CMU – University Museum as a repository of the vertebrate and invertebrate fauna of Mindanao.","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"44 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86061576","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 : 2022-01-01DOI: 10.56293/ijasr.2022.5516
Synthia Ona Guserike Afner
Sacha inchi is a creeping perennial herb plant that belongs to the Euphorbiaceae family. Sacha inchi, or Plukenetia volubilis is a perennial plant with large, oil-filled seeds. sacha inchi plants began to be widely cultivated. However, in practice it is still planted directly in the field, without going through the nursery first, so the quality of the plants produced varies greatly. Seeding is a process that determines the quality of the plants to be cultivated. Planting media is the media used to grow plants, where roots or roots will grow and develop. A good planting medium must meet requirements such as not containing pest and disease seeds, free of weeds, able to hold water. This study aims to see the effect of the mixture and to get the best mixture of organic matter that supports the growth of Sacha inchi seedlings. This research was conducted from June to August 2022. The research method used was a Randomized Block Design (RAK) with 5 treatments consisting of: Top soil : sand (A), Top soil : sand : burnt husks (B), Top soil : sand : goat manure (C), top soil : sand : bamboo leaves (D), top soil : sand : leftover crickets (E). Data analysis with F test and further test with BNT test level of 5%. Giving organic matter shows better growth than without giving organic matter. Mixture of top soil, sand, and crickets growing media showed optimal growth in number of leaves, number of perfectly opened leaves, widest leaf width, longest leaf length, plant height, fresh weight of plants, and fresh weight of roots.
{"title":"GROWTH RESPONSES OF SACHA INCHI BEAN SEEDS (Plukenetia volubilis L) ON VARIOUS ORGANIC MATERIAL SOURCES","authors":"Synthia Ona Guserike Afner","doi":"10.56293/ijasr.2022.5516","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5516","url":null,"abstract":"Sacha inchi is a creeping perennial herb plant that belongs to the Euphorbiaceae family. Sacha inchi, or Plukenetia volubilis is a perennial plant with large, oil-filled seeds. sacha inchi plants began to be widely cultivated. However, in practice it is still planted directly in the field, without going through the nursery first, so the quality of the plants produced varies greatly. Seeding is a process that determines the quality of the plants to be cultivated. Planting media is the media used to grow plants, where roots or roots will grow and develop. A good planting medium must meet requirements such as not containing pest and disease seeds, free of weeds, able to hold water. This study aims to see the effect of the mixture and to get the best mixture of organic matter that supports the growth of Sacha inchi seedlings. This research was conducted from June to August 2022. The research method used was a Randomized Block Design (RAK) with 5 treatments consisting of: Top soil : sand (A), Top soil : sand : burnt husks (B), Top soil : sand : goat manure (C), top soil : sand : bamboo leaves (D), top soil : sand : leftover crickets (E). Data analysis with F test and further test with BNT test level of 5%. Giving organic matter shows better growth than without giving organic matter. Mixture of top soil, sand, and crickets growing media showed optimal growth in number of leaves, number of perfectly opened leaves, widest leaf width, longest leaf length, plant height, fresh weight of plants, and fresh weight of roots.","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81845220","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 : 2022-01-01DOI: 10.56293/ijasr.2022.5504
Nurhalimah, Belva Putri Salsabila, Omi Haryati, Wartonah, Endang Banon
Addictive behavior online games the point where teenagers become dependent and lose control. Habits play game online in adolescents lead to changes in character such to become aggressive. Aggressive behavior not only in physical but also take of aggression anger and hostility can hurt people. This study to determine relationship between addictive behavior online games with aggressive behavior of High School students. Type research quantitative cross sectional approach. Population all students of class X-XI of SMAN at Tambun Utara. Sample using total sampling. Instrument used instrument by Chen and Chang (2008) for level online game addiction and the Buss-Perry Aggression Questionnaire Scale (BPAQ) for level aggressive behavior. Analysis data used descriptive statistical and chi-square. The results, it is known characteristics respondents are dominated by boy (63.1%) coming from class XI (64.1%) and 17 years old (47.6%), the type of online game most often played is Mobile Legend (62.1%) with playing duration for 3 hours (62.1%), high online game addiction (52.4%), and high aggressive behavior (57.3%). And results chi square test obtained that p-value of p= 0.001 with = 0.05 (p-value
网络游戏成瘾行为:青少年对网络游戏产生依赖并失去控制。青少年玩网络游戏的习惯会导致性格的变化，比如变得好斗。攻击性行为不仅表现在身体上，还表现在攻击性、愤怒和敌意上。本研究旨在探讨网络游戏成瘾行为与高中生攻击行为的关系。类型研究定量横断面方法。抽样采用总抽样。Chen and Chang(2008)对网络游戏成瘾等级使用的量表和对攻击行为等级使用的Buss-Perry攻击问卷量表。分析数据采用描述性统计和卡方。结果显示，已知特征受访者以男生(63.1%)为主，来自11年级(64.1%)和17岁(47.6%)，最常玩的网络游戏类型为移动传奇(62.1%)，游戏时间为3小时(62.1%)，高网络游戏成瘾(52.4%)，高攻击性行为(57.3%)。结果卡方检验得出p值= 0.001,p值= 0.05 (p值
{"title":"The Effect of Online Game Addiction on Violent Behavior in High School Students","authors":"Nurhalimah, Belva Putri Salsabila, Omi Haryati, Wartonah, Endang Banon","doi":"10.56293/ijasr.2022.5504","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5504","url":null,"abstract":"Addictive behavior online games the point where teenagers become dependent and lose control. Habits play game online in adolescents lead to changes in character such to become aggressive. Aggressive behavior not only in physical but also take of aggression anger and hostility can hurt people. This study to determine relationship between addictive behavior online games with aggressive behavior of High School students. Type research quantitative cross sectional approach. Population all students of class X-XI of SMAN at Tambun Utara. Sample using total sampling. Instrument used instrument by Chen and Chang (2008) for level online game addiction and the Buss-Perry Aggression Questionnaire Scale (BPAQ) for level aggressive behavior. Analysis data used descriptive statistical and chi-square. The results, it is known characteristics respondents are dominated by boy (63.1%) coming from class XI (64.1%) and 17 years old (47.6%), the type of online game most often played is Mobile Legend (62.1%) with playing duration for 3 hours (62.1%), high online game addiction (52.4%), and high aggressive behavior (57.3%). And results chi square test obtained that p-value of p= 0.001 with = 0.05 (p-value","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81882944","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 : 2022-01-01DOI: 10.56293/ijasr.2022.5480
Diboh Emmanuel, Kporou Kouassi Elysée, Sangui Flora, Assanvo Andey Junior Cédric, Dje Bi Samedi, Tako Némé Antoine
: For more than a decade, Côte d'Ivoire has become the hub of illicit drugs in Africa. This is shown by the huge quantities (several tons/year) that have been seized by the authorities. Also, young users of these psychoactive substances do no longer hide themselves. However, few studies have been carried out on the epidemiology of drug addiction and on the complications linked to the use of these illicit drugs in Côte d'Ivoire. In this context, we planned to perform an epidemiological analysis of drug use in this country. To this end, a survey conducted using a questionnaire submitted to patients in two detoxification centers in the city of Abidjan (Côte d'Ivoire). It was found from this study that the most illicit drugs commonly used in this country were respectively, cannabis, heroin, cocaine and crack. The preference for cannabis is due to its affordabîlity (relatively low cost). Also, learners (pupils and students) are the biggest consumers of drugs.
{"title":"EPIDEMIOLOGICAL ANALYSIS OF DRUG USE IN CÔTE D'IVOIRE","authors":"Diboh Emmanuel, Kporou Kouassi Elysée, Sangui Flora, Assanvo Andey Junior Cédric, Dje Bi Samedi, Tako Némé Antoine","doi":"10.56293/ijasr.2022.5480","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5480","url":null,"abstract":": For more than a decade, Côte d'Ivoire has become the hub of illicit drugs in Africa. This is shown by the huge quantities (several tons/year) that have been seized by the authorities. Also, young users of these psychoactive substances do no longer hide themselves. However, few studies have been carried out on the epidemiology of drug addiction and on the complications linked to the use of these illicit drugs in Côte d'Ivoire. In this context, we planned to perform an epidemiological analysis of drug use in this country. To this end, a survey conducted using a questionnaire submitted to patients in two detoxification centers in the city of Abidjan (Côte d'Ivoire). It was found from this study that the most illicit drugs commonly used in this country were respectively, cannabis, heroin, cocaine and crack. The preference for cannabis is due to its affordabîlity (relatively low cost). Also, learners (pupils and students) are the biggest consumers of drugs.","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89370344","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 : 2022-01-01DOI: 10.56293/ijasr.2022.5417
Gona Akirso Asaro, Dr. Kimani Sabas, Dr. Kenneth Makokha
In the contemporary society, more ever than before,humanity is an exigent need of the ethics of responsibility. This article presents EmmanuelLevinas' ethics of responsibility as a foundation for ethical relation. Ethics of responsibility essentially calls for morality, which creates a room for the other and indispensable to eschewing the "I" ascendency. Everyone is morally responsible for his or her neighbour, who is "the Other" either particular or "the third Party." To be human is to be responsible. "The Other" is a key concept in the vocabulary of Levinas and the starting point of his philosophy of ethics. Ethics of responsibility commands the human race to respect the alterity, dignity, rights, and otherness of the Otherthrough ethical relation despite his or her physical dynamics.It is a responsibility that postulates asymmetrical sociality, face-to-face loving encounter, ethical substitution and ethical justice as a paramount to ethical relation in contemporary broken society.
{"title":"EMMANUEL LEVINAS’ ETHICS OF RESPONSIBILITY AS A FOUNDATION FOR ETHICAL RELATION","authors":"Gona Akirso Asaro, Dr. Kimani Sabas, Dr. Kenneth Makokha","doi":"10.56293/ijasr.2022.5417","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5417","url":null,"abstract":"In the contemporary society, more ever than before,humanity is an exigent need of the ethics of responsibility. This article presents EmmanuelLevinas' ethics of responsibility as a foundation for ethical relation. Ethics of responsibility essentially calls for morality, which creates a room for the other and indispensable to eschewing the \"I\" ascendency. Everyone is morally responsible for his or her neighbour, who is \"the Other\" either particular or \"the third Party.\" To be human is to be responsible. \"The Other\" is a key concept in the vocabulary of Levinas and the starting point of his philosophy of ethics. Ethics of responsibility commands the human race to respect the alterity, dignity, rights, and otherness of the Otherthrough ethical relation despite his or her physical dynamics.It is a responsibility that postulates asymmetrical sociality, face-to-face loving encounter, ethical substitution and ethical justice as a paramount to ethical relation in contemporary broken society.","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"46 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87908284","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 : 2022-01-01DOI: 10.56293/ijasr.2022.5424
Dr. Paul Phooko
This research study aims to explore the status of Pilot Training in South Africa's aviation industry. The study is premised on the underlying assumption that the current existing Instructor’s training (Theory and Practical) have a huge impact on the progression of students. The study will diagnose the challenges or gaps in the training sector as experienced by students Pilots who are respondents in the study. Participants of this study were Pilots students across the Republic of South Africa undergoing Private Pilot Licence training and Commercial Pilot Licence training. They all willingly gave consent to participate in the study (n = 211).
{"title":"Exploring the status of Pilot Training in the Aviation Industry of South Africa","authors":"Dr. Paul Phooko","doi":"10.56293/ijasr.2022.5424","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5424","url":null,"abstract":"This research study aims to explore the status of Pilot Training in South Africa's aviation industry. The study is premised on the underlying assumption that the current existing Instructor’s training (Theory and Practical) have a huge impact on the progression of students. The study will diagnose the challenges or gaps in the training sector as experienced by students Pilots who are respondents in the study. Participants of this study were Pilots students across the Republic of South Africa undergoing Private Pilot Licence training and Commercial Pilot Licence training. They all willingly gave consent to participate in the study (n = 211).","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"86 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75980686","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 : 2022-01-01DOI: 10.56293/ijasr.2022.5475
Maria Imelda Novita Susiang, Masydzulhak Djamil, Ahmad Badawi Saluy, Indra Siswanti
This study aims to build a research framework examining the relationship between halal labels, product quality, and price perceptions on consumer purchasing decisions at the Solaria restaurant in PGC East Jakarta. The population in this study were all Solaria PGC consumers who had made purchases within the last three months. The sampling technique uses a non-probability sampling technique. For data analysis will use SEM-PLS version 3.2.
{"title":"Recognizing Purchasing Behavior in the Perspective of Halal: A Proposed Framework","authors":"Maria Imelda Novita Susiang, Masydzulhak Djamil, Ahmad Badawi Saluy, Indra Siswanti","doi":"10.56293/ijasr.2022.5475","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5475","url":null,"abstract":"This study aims to build a research framework examining the relationship between halal labels, product quality, and price perceptions on consumer purchasing decisions at the Solaria restaurant in PGC East Jakarta. The population in this study were all Solaria PGC consumers who had made purchases within the last three months. The sampling technique uses a non-probability sampling technique. For data analysis will use SEM-PLS version 3.2.","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76184257","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 : 2022-01-01DOI: 10.56828/jser.2022.1.1.3
A. Kunjir
{"title":"Voiceprint Recognition based on Machine Learning Methods","authors":"A. Kunjir","doi":"10.56828/jser.2022.1.1.3","DOIUrl":"https://doi.org/10.56828/jser.2022.1.1.3","url":null,"abstract":"","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85777629","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 : 2022-01-01DOI: 10.56293/ijasr.2022.5514
Mohammed S. Alzaidi
Nonorthogonal multiple access (NOMA) is a promising multiple access scheme for 5G wireless networks. However, NOMA faces several challenges that still need to be solved optimally. Deep learning algorithms have been proposed as a potential solution to address these challenges. This review provides an overview of the use of deep learning algorithms to optimize NOMA performance in 5G networks. An investigation is conducted on how deep learning methods are applied in NOMA systems for resource allocation, channel estimation and detection, successive interference cancellation, and user clustering.They can learn optimal user clustering, optimal allocation, and interference alignment strategies, eventually boosting the network performance. In addition, deep learning algorithms can learn the complex relationships between the transmitted symbols and the received signal, leading to accurate detection of the superimposed signals. Opportunities and challenges in NOMA can be identified based on existing research showing how applying deep learning algorithms is better than conventional approaches. The main contribution of this review is to provide insights into the potential of deep learning algorithms to remarkably improve NOMA performance in 5G networks. This article is also a valuable resource for researchers and practitioners interested in using deep learning algorithms for NOMA in 5G networks.
{"title":"Deep Learning Approaches for Overcoming Nonorthogonal Multiple Access Challenges in 5G Networks: A Review","authors":"Mohammed S. Alzaidi","doi":"10.56293/ijasr.2022.5514","DOIUrl":"https://doi.org/10.56293/ijasr.2022.5514","url":null,"abstract":"Nonorthogonal multiple access (NOMA) is a promising multiple access scheme for 5G wireless networks. However, NOMA faces several challenges that still need to be solved optimally. Deep learning algorithms have been proposed as a potential solution to address these challenges. This review provides an overview of the use of deep learning algorithms to optimize NOMA performance in 5G networks. An investigation is conducted on how deep learning methods are applied in NOMA systems for resource allocation, channel estimation and detection, successive interference cancellation, and user clustering.They can learn optimal user clustering, optimal allocation, and interference alignment strategies, eventually boosting the network performance. In addition, deep learning algorithms can learn the complex relationships between the transmitted symbols and the received signal, leading to accurate detection of the superimposed signals. Opportunities and challenges in NOMA can be identified based on existing research showing how applying deep learning algorithms is better than conventional approaches. The main contribution of this review is to provide insights into the potential of deep learning algorithms to remarkably improve NOMA performance in 5G networks. This article is also a valuable resource for researchers and practitioners interested in using deep learning algorithms for NOMA in 5G networks.","PeriodicalId":13763,"journal":{"name":"International Journal of Applied Science and Engineering Research","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85566233","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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