Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2022.10052806
Raed I. Alhamad
{"title":"Wireless communications with hybrid solar and RF energy harvesting","authors":"Raed I. Alhamad","doi":"10.1504/ijahuc.2022.10052806","DOIUrl":"https://doi.org/10.1504/ijahuc.2022.10052806","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"25 3 1","pages":"109-115"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91061412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.134603
Mahfuzulhoq Chowdhury
Federated learning (FL) can improve the privacy-preserving issue of users' IoT devices, in which users complete the local training and transfer the updated model data to the central server for a global update. Due to high latency, the central server-based FL may suffer from huge energy loss at local user devices. MEC-based FL can improve the model accuracy and energy consumption at user devices via edge server-based task execution. Along with FL, blockchain can improve data security via permission-based access. Existing works explored only single type of IoT task without any appropriate resource scheduling for multiple tasks with different preferences, FL, and blockchain operations. This paper provides a merit-based resource scheduling scheme for different tasks with preferences, blockchain, and FL operations by checking resources, deadlines, delays, and resource costs. The simulation results verify that 45% running time and 53% cost gain is achieved in proposed scheme over the baseline schemes.
{"title":"Merit: an on-demand IoT service delivery and resource scheduling scheme for federated learning and blockchain empowered 6G edge networks with reduced time and energy cost","authors":"Mahfuzulhoq Chowdhury","doi":"10.1504/ijahuc.2023.134603","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.134603","url":null,"abstract":"Federated learning (FL) can improve the privacy-preserving issue of users' IoT devices, in which users complete the local training and transfer the updated model data to the central server for a global update. Due to high latency, the central server-based FL may suffer from huge energy loss at local user devices. MEC-based FL can improve the model accuracy and energy consumption at user devices via edge server-based task execution. Along with FL, blockchain can improve data security via permission-based access. Existing works explored only single type of IoT task without any appropriate resource scheduling for multiple tasks with different preferences, FL, and blockchain operations. This paper provides a merit-based resource scheduling scheme for different tasks with preferences, blockchain, and FL operations by checking resources, deadlines, delays, and resource costs. The simulation results verify that 45% running time and 53% cost gain is achieved in proposed scheme over the baseline schemes.","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"169 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135263337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.10058370
RAED ALHAMAD
{"title":"Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces (STAR-RIS) with Multi-antenna Energy Harvesting and Adaptive Power","authors":"RAED ALHAMAD","doi":"10.1504/ijahuc.2023.10058370","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.10058370","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"168 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136079284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.132998
Ankit Kharwar, Devendra Thakor
{"title":"A hybrid approach for feature selection using SFFS and SBFS with extra-tree and classification using XGBoost","authors":"Ankit Kharwar, Devendra Thakor","doi":"10.1504/ijahuc.2023.132998","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.132998","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136299064","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.10054346
M. Jourhmane, R. Ayachi, Mohamed Baslam, Hamid Garmani, Khadija Touya
{"title":"Analysis of sponsoring and caching data: the case of competing ISPs in information-centric networks","authors":"M. Jourhmane, R. Ayachi, Mohamed Baslam, Hamid Garmani, Khadija Touya","doi":"10.1504/ijahuc.2023.10054346","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.10054346","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"50 1","pages":"224-237"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88662567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.133463
Hsin Chung Huang, Chih Min Chao
A well-planned evacuation route can help to prevent traffic congestion and reduce the time required for evacuation; however, many existing evacuation route-planning solutions based on real-time traffic conditions fail to consider the degree to which evacuation guidance can exacerbate traffic congestion. This paper proposes an evacuation route-planning algorithm based on predictions of future traffic conditions. The proposed scheme tries to find evacuation routes out of a given disaster area such that evacuation is completed as fast as possible. Simulation results verify that the proposed algorithm can complete evacuations 18% faster than MacroServ, currently the best evacuation route-planning system.
{"title":"Disaster evacuation route planning strategy based on traffic prediction","authors":"Hsin Chung Huang, Chih Min Chao","doi":"10.1504/ijahuc.2023.133463","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.133463","url":null,"abstract":"A well-planned evacuation route can help to prevent traffic congestion and reduce the time required for evacuation; however, many existing evacuation route-planning solutions based on real-time traffic conditions fail to consider the degree to which evacuation guidance can exacerbate traffic congestion. This paper proposes an evacuation route-planning algorithm based on predictions of future traffic conditions. The proposed scheme tries to find evacuation routes out of a given disaster area such that evacuation is completed as fast as possible. Simulation results verify that the proposed algorithm can complete evacuations 18% faster than MacroServ, currently the best evacuation route-planning system.","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135497471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.131781
Abhilash S. Vasu, T. Sreeja
{"title":"A novel compact radiator for WLAN, WiMAX and 5G applications","authors":"Abhilash S. Vasu, T. Sreeja","doi":"10.1504/ijahuc.2023.131781","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.131781","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"20 1","pages":"183-189"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72925095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2022.10051751
A. Shaikh, M. Bhargavi, C. P. Kumar
{"title":"An optimised Darknet traffic detection system using modified locally connected CNN - BiLSTM network","authors":"A. Shaikh, M. Bhargavi, C. P. Kumar","doi":"10.1504/ijahuc.2022.10051751","DOIUrl":"https://doi.org/10.1504/ijahuc.2022.10051751","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"20 1","pages":"87-96"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74366944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.127781
Jixiang Gan, Lei Zeng, Qi Liu, Xiaodong Liu
Power load monitoring has been a research hotspot since a few years ago. With development of artificial intelligence, construction of smart grid has become the most important part of power load monitoring. At the same time, task scheduling mechanism combined with the distributed internet of things (IoT) improves efficiency of smart grid. In this paper, applications of cloud/edge platform in the data acquisition, processing and scheduling of the IoT is introduced step by step, as well as applications and differences of artificial intelligence algorithm in each step, including data acquisition, load disaggregation, load forecasting and so on. Finally, combined with various optimisation methods, future research directions are prospected, including data and network security issues, and challenges faced by cloud/edge architecture, adaptive fine-grained load disaggregation, and load forecasting.
{"title":"A survey of intelligent load monitoring in IoT-enabled distributed smart grids","authors":"Jixiang Gan, Lei Zeng, Qi Liu, Xiaodong Liu","doi":"10.1504/ijahuc.2023.127781","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.127781","url":null,"abstract":"Power load monitoring has been a research hotspot since a few years ago. With development of artificial intelligence, construction of smart grid has become the most important part of power load monitoring. At the same time, task scheduling mechanism combined with the distributed internet of things (IoT) improves efficiency of smart grid. In this paper, applications of cloud/edge platform in the data acquisition, processing and scheduling of the IoT is introduced step by step, as well as applications and differences of artificial intelligence algorithm in each step, including data acquisition, load disaggregation, load forecasting and so on. Finally, combined with various optimisation methods, future research directions are prospected, including data and network security issues, and challenges faced by cloud/edge architecture, adaptive fine-grained load disaggregation, and load forecasting.","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134956072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.10059943
Mahfuzulhoq Chowdhury
{"title":"Impact: A Mission-driven, Human-centric, Super-smart Service Orchestration Scheme for Society 5.0 and Industry 4.0 Application Execution Over CPSS Enhanced 6G Networks","authors":"Mahfuzulhoq Chowdhury","doi":"10.1504/ijahuc.2023.10059943","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.10059943","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135057178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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