{"title":"Collaborative Flight and Flow Information Exchange to Achieve Seamless Air Traffic Management Operation","authors":"Xiaodong Lu, K. Morioka, T. Koga, Y. Sumiya","doi":"10.1109/isads45777.2019.9155791","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155791","url":null,"abstract":"A collaborative environment for system-wide flight and flow information exchange is essential to achieve global seamless air traffic management operation. This collaborative information exchange will provide a shared operational image to all relevant parties in order to achieve seamless operation both in the planning phase and the execution phase. However, the current aviation communication networks and information management systems cannot satisfy the requirement for collaborative information sharing. In this paper, the architecture and the collaborative information exchange technology to support coordination between ground-to-ground and air-to-ground systems are proposed. Moreover, the observations and analysis of validation exercise based on the local evaluation system are reported. Finally, the problems and challenges for constructing the collaborative operating environment through a system-wide information management are analyzed and discussed.","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133627001","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}
{"title":"ISADS 2019 Part 2 Title Page","authors":"","doi":"10.1109/isads45777.2019.9155975","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155975","url":null,"abstract":"","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117138963","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}
{"title":"Population-Based Metaheuristic Optimization Using Organized Social Wound Treatment","authors":"Hiram Ponce","doi":"10.1109/isads45777.2019.9155552","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155552","url":null,"abstract":"This paper introduces a new strategy by means of the social wound treatment for improving optimization in population-based metaheuristic methods. This strategy is inspired on the behavior observed in social animals when dealing with injuries at both social and individual levels. An implementation of this strategy is done in the so-called wound treatment optimization (WTO) algorithm. A benchmark on several test functions for optimization was conducted to compare the response between the simple particle swarm optimization (PSO) and the WTO. Also, an application of WTO in decentralized system of robots was developed aiming to learn suitable parameters in the navigation controller of robots. This is the first time that social wound treatment is considered in these optimization methods.","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121885617","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}
Rana Massoud, F. Bellotti, Riccardo Berta, A. D. Gloria
{"title":"Exploring Fuzzy Logic and Random Forest for Car Drivers’ Fuel Consumption Estimation in IoT-Enabled Serious Games","authors":"Rana Massoud, F. Bellotti, Riccardo Berta, A. D. Gloria","doi":"10.1109/isads45777.2019.9155706","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155706","url":null,"abstract":"Internet of Things (IoT) technologies have a promising potential for instructional serious games related to field operations. We explore IoT’s potential for serious games in the automotive application domain to improve driving, choosing fuel consumption (FC) as an indicator of the driver performance as it is strongly influenced by driving styles and can be quantified and validated. We propose a FC prediction model, exploiting three vehicular signals that are controllable by the driver (player), that are able to provide direct coaching feedback to the driver and are easily available through the widely available On-Board Diagnostic-II (OBD-II) vehicular interface: throttle position, engine rotation speed (RPM) and car speed. We processed the data with two techniques, random forest (RF) and fuzzy logic (FL). Implementation, training and testing of both models, were made using the enviroCar database which freely provides a significant amount of naturalistic drive data. Results show that RF achieves quite a higher estimation accuracy, which complements FL’s ability to provide driver with easily understandable feedback. We thus argue that the combination of the two models can supply valuable information usable by game designers in the automotive environment.","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114165185","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}
{"title":"ISADS 2019 Cover Page","authors":"","doi":"10.1109/isads45777.2019.9155635","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155635","url":null,"abstract":"","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124314068","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}
C. P. Leguízamo, Juan Sebastián Guadalupe Godínez-Borja
{"title":"System Architecture and Data Allocation/Coordination Technologies of Autonomous Decentralized Database System for High Assurance","authors":"C. P. Leguízamo, Juan Sebastián Guadalupe Godínez-Borja","doi":"10.1109/ISADS45777.2019.9155574","DOIUrl":"https://doi.org/10.1109/ISADS45777.2019.9155574","url":null,"abstract":"During the last few years there have been important changes in the way that consumers use the Internet and e-commerce. This exceptional expansion, combined with dynamic interactions with users and providers, is boosting the development of new electronic business models, such as block chain, fintech, bitcoin, Uber, Airbnb, etc. The information systems that support such business processes, usually depend on distributed database systems. These approaches have mostly opted to exploit two important characteristics of this kind of applications: at first, they contain a set of commodity types with a limited inventory. On the other hand, incremental updates are the kind of operations which these items typically involve. In this sense, it is possible to achieve system distribution by using tokens which represent the commodities? instances for sales in e-business. There exist two mainly different mechanisms for distributing tokens: replication and partitioning. Token replication mechanism demands expensive synchronization protocols to provide the consistency of the data. On the other hand, token partitioning, depends on token redistribution strategies which allow dynamic migration of tokens to those servers in which it is needed. Such strategies are developed from the standpoint that the total system can locally be known, and therefore, they fail to address the important problem of how to allocate and coordinate the data to make it adaptive to rapidly changing situations. In this paper, we present Autonomous Decentralized Database System (ADDS) concept and architecture in order to extend the properties of autonomy and decentralization to wide-area distributed database systems. ADDS fundamental technologies confers autonomy and loosely coupling to all the components of the system (databases) and provides a background coordination to adapt the system to evolving situations. Moreover, we present two data allocation and coordination technologies for high response time based on specific situations. Finally, in order to show the effectiveness of our proposal we compare it with conventional partitioning strategies.","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"558 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123515332","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}
{"title":"A double-blockchains based Digital Archives Management Framework and Implementation","authors":"Wen-xing Lin, Jinquan Zuo, S. Su, Chi Chen","doi":"10.1109/isads45777.2019.9155628","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155628","url":null,"abstract":"BlockChain have seen many significant adoptions in many sectors because of its characteristics such as tamper-proof, easy traceable, decentralized and so on. The BlockChain could be considered as a super database that cannot be tampered with, any data that does not want to be tampered can be recorded on the blockchain. The characteristics of blockchain are very suitable for the scene of digital archives protection. This paper proposes a double-blockchains framework concerning the management of archives. The framework can concatenate different kinds of isolated digital archive management systems to provide a public and dependable archive platform. The double-blockchains technology is easily integrated into the digital archives management system by calling the public interfaces of this framework. At last, we give an implementation of this framework. The experiment shows that this framework can resolve the problems encountered in current digital archive management system.","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123683449","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}
{"title":"ISADS 2019 The Fifth International Forum","authors":"","doi":"10.1109/isads45777.2019.9155912","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155912","url":null,"abstract":"","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129837222","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}
{"title":"Domain Specific Ontology Enhancing Communication Accuracy in Airport Operation","authors":"Dewan Abdullah, Hironao Takahashi, Uzair Lakhani","doi":"10.1109/isads45777.2019.9155591","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155591","url":null,"abstract":"Improved communication between pilots and ground control operator in aviation industry is one of the highest priority tasks in order to maintain safety at takeoff and landing. It has been observed that many accidents happen on these two critical events. One major cause of mistake is human related error or in other words un-recognized conversation between them. To improve the communication process we propose domain specific ontology based text support system. Although general purpose ontology is available but pilot and ground control operator communication is mission critical that requires high accuracy of understanding of conversation by text based guidance. In this paper we propose designing domain specific ontology to improve the accuracy of understanding. The domain specific ontology is designed using three different input sources and Natural Language Processing techniques. Our proposed solution not only improves accuracy but is economical also as it does not require any major hardware investment.","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115383402","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}
J. Brieva, Hiram Ponce, E. Moya-Albor, Lourdes Martínez-Villaseñor
{"title":"An Intelligent Human Fall Detection System Using a Vision-Based Strategy","authors":"J. Brieva, Hiram Ponce, E. Moya-Albor, Lourdes Martínez-Villaseñor","doi":"10.1109/isads45777.2019.9155767","DOIUrl":"https://doi.org/10.1109/isads45777.2019.9155767","url":null,"abstract":"Elderly people is increasing dramatically during the current years, and it is expected that this population reaches 2.1 billion of individuals by 2050. In this regard, new care strategies are required. Assisted living technologies have proposed alternatives to support professional caregivers and families to take care of elderly people, such as in risk of falls. Currently, fall detection systems are able to alleviate the latter problem and reduce the time a person who suffered a fall receives assistance. Thus, this paper proposes a fall detection system based on image processing strategy to extract motion features through an optical flow method. For classification, we use these features as inputs to a convolutional neural network. We applied our approach in a dataset comprises video recordings of one subject performing different types of falls. In experimental results, our approach showed 92% accuracy on the dataset used.","PeriodicalId":331050,"journal":{"name":"2019 IEEE 14th International Symposium on Autonomous Decentralized System (ISADS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124313916","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}