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检索条件"任意字段=18th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2022"

共 79 条记录，以下是31-40 订阅

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Design and Deployment Experiences of a Versatile Industrial WSN and Testbed

Design and Deployment Experiences of a Versatile Industrial ...

引用

international conference on distributed computing in sensor systems (dcoss)

作者： Jan Schlichter Lars Wolf Institute of Operating Systems and Computer Networks TU Braunschweig Germany

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

In industry 4.0 many industrial processes are enhanced by using the information continuously collected through connected sensors. While many use cases have been discussed and simulated, the transfer into real-world deployments and the discussion of associated challenges have been rather *** this field report, we present our experiences on developing and deploying a versatile Wireless sensor Network (WSN) for the monitoring of temperature, particle concentration, CO 2 concentration and other important environmental data. the WSN is accompanied by its backend and testbed infrastructure, which allows the continuous management and monitoring of the deployments. We describe the challenges faced and experiences gained during the deployment of 70 nodes at five different industrial scenarios and recap the lessons we learned.

关键词： Temperature sensors Temperature measurement Wireless sensor networks Temperature distribution Software algorithms Ventilation Production facilities

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UavSim: An Open-Source Simulator for Multiple UAV Path Planning

UavSim: An Open-Source Simulator for Multiple UAV Path Plann...

引用

international conference on distributed computing in sensor systems (dcoss)

作者： Kyle thompson Franz J. Kurfess Dominik Walter Roman Maksymiuk Roey Mevorach Gaurav Joshi Computer Science California Polytechnic State University San Luis Obispo USA

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

though the primary method for evaluating multiple UAV path planning algorithms is simulation, there is no lightweight open-source software built to compare algorithms. As a result, most researchers develop their own simulation environments. the presence of many simulation environments makes evaluation of separately developed algorithms difficult. To introduce standardization into the multiple UAV path planning space, we have created an easy-to-use simulator for both development and evaluation of path planning algorithms. Our simulator focuses on the problem of small object detection using multiple UAVs. Its careful object-oriented design allows users unlimited flexibility in developing planning algorithms. UavSim is freely available on Github (https://***/rmaksymiuk/UavSim).

关键词： Object oriented modeling Software algorithms Standardization Object detection Autonomous aerial vehicles Path planning sensor systems

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A distributed Registry of Multi-perspective Data Services in Cyber Physical Production Networks 18

A Distributed Registry of Multi-perspective Data Services in...

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18th international conference on Web Information systems and Technologies, WEBIST 2022

作者： Bagozi, Ada Bianchini, Devis Rula, Anisa Department of Computer Science University of Brescia Via Branze 38 Brescia Italy

ISBN: (纸本)9789897586132

the advances in smart technologies, such as sensor networks, cloud computing, data management and artificial intelligence, enable production systems to communicate with each other and rapidly configure themselves to meet dynamic production needs. In this context, the adoption of service-oriented computing is aimed at enabling modular and standardised software infrastructures, platform-independent interactions between software components and information hiding for ensuring data sovereignty in a fully distributed environment. However, for a full-fledged exploitation of service-oriented computing capabilities in the Industry 4.0 production systems, the existing service design solutions still lack a clear specification of what is the data which the service relies on, what is the business goal of the service and when it is invoked within the information flow throughout the production network. In this paper, we propose the model of a registry of data-oriented services in an industrial production chain. the organisation of services in the registry is guided by multiple aspects of the production network, namely: (i) the business goal of a real production network (ii) the perspective on production data that is managed through the service (iii) the high level action performed by the service the modelling strategy has been conceived to properly guide service design against ad-hoc solutions, thus facilitating future service selection and composition to meet the business goals of collaborating actors. the resulting portfolio of services can be declined by each actor of the production network, leading to a distributed registry that allows each actor to preserve control over the owned data. the application in a case study has been performed to demonstrate the feasibility of the data-oriented services. Copyright © 2022 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved.

关键词： Information management

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Heterogeneous Ground-Air Autonomous Vehicle Networking in Austere Environments: Practical Implementation of a Mesh Network in the DARPA Subterranean Challenge

Heterogeneous Ground-Air Autonomous Vehicle Networking in Au...

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international conference on distributed computing in sensor systems (dcoss)

作者： Harel Biggie Steve McGuire Department of Computer Science University of Colorado Boulder Boulder USA

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

Implementing a wireless mesh network in a real-life scenario requires a significant systems engineering effort to turn a network concept into a complete system. this paper presents an evaluation of a fielded system within the DARPA Subterranean (SubT) Challenge Final Event that contributed to a 3rd place finish. Our system included a team of air and ground robots, deployable mesh extender nodes, and a human operator base station. this paper presents a real-world evaluation of a stack optimized for air and ground robotic exploration in a RF-limited environment under practical system design limitations. Our highly customizable solution utilizes a minimum of non-free components with form factor options suited for UAV operations and provides insight into network operations at all levels. We present performance metrics based on our performance in the Final Event of the DARPA Subterranean Challenge, demonstrating the practical successes and limitations of our approach, as well as a set of lessons learned and suggestions for future improvements.

关键词： Measurement Mesh networks Base stations Robot sensing systems sensor systems distributed computing System analysis and design

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A Virtual Sink-based Strategy for Reducing the Funneling Effect in IEEE 802.15.4 DSME Networks

A Virtual Sink-based Strategy for Reducing the Funneling Eff...

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international conference on distributed computing in sensor systems (dcoss)

作者： Ivonne Andrea Mantilla González Volker Turau Institute of Telematics Hamburg University of Technology Hamburg Germany

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

the MAC protocol IEEE 802.15.4 DSME has features for WSNs to support exigent requirements such as high reliability and adaptability to dynamic traffic. this work introduces the concept of a virtual sink, which comprises the sink and its 1-hop neighbors, a.k.a. satellites, as the core of a strategy to alleviate the burden caused by the funneling effect in data collection scenarios. Our strategy enables the coexistence of a centralized scheduling algorithm at the virtual sink and a decentralized scheduling algorithm for the remaining nodes of the network. through a simulative assessment, we compare the performance of the virtual sink-based strategy with the status quo of DSME via a decentralized slot scheduler TPS. Results show an improvement of the network throughput of up to 38% and a reduction of the energy consumption of about 30% at satellites.

关键词： IEEE 802.15 Standard Wireless sensor networks Energy consumption Satellites Scheduling algorithms throughput Media Access Protocol

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Towards Industry 5.0 and Digital Circular Economy: Current Research and Application Trends

Towards Industry 5.0 and Digital Circular Economy: Current R...

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international conference on distributed computing in sensor systems (dcoss)

作者： Konstantinos Voulgaridis thomas Lagkas Panagiotis Sarigiannidis Department of Computer Science International Hellenic University Greece Department of Electrical and Computer Engineering University of Western Macedonia Kozani Greece

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

Digital Circular Economy and Industry 5.0 have been two significant research attractions in the last years, due to the evolution of their predecessors into advanced technologies. Circular Economy (CE) has progressed into a sustainable digital approach, capable to be implemented into different scenarios. Industry 5.0 has turned from a fully automated application field into a balanced technological combination of A.I. and M.L. with the involvement of human factor, and promising enabler of Digital CE. As a result, a growing number of Digital CE models are introduced into the academic community. In this work, we collect and examine the latest research and application trends of Digital CE models, by studying their sustainable features, requirements, applications, and architectures.

关键词： Industries Adaptive systems Biological system modeling Computational modeling Human factors Computer architecture Market research

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Network Economics-enabled Edge computing in UAV-assisted Public Safety systems

Network Economics-enabled Edge Computing in UAV-assisted Pub...

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international conference on distributed computing in sensor systems (dcoss)

作者： Md Sahabul Hossain Fisayo Sangoleye Oshan Poudyal Eirini Eleni Tsiropoulou Department of Electrical and Computer Engineering University of New Mexico Albuquerque NM USA

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

In this paper, the joint problem of agents, e.g., police officers, firefighters, etc., to Unmanned Aerial Vehicles (UAVs) association and optimal partial task offloading is addressed based on the principles of reinforcement learning and contract theory, respectively, in public safety scenarios. A two-layers approach is followed. At the first layer, the agents act as learning automata in order to learn their most beneficial UAV selection to optimize their long-term reward in terms of processing their offloaded data, while respecting their delay constraints and tolerance stemming from their requested computing service and the public safety scenario that they serve. At the second layer, a contract-theoretic model is proposed to determine the agents’ optimal amount of offloaded data to the selected UAV and the UAV’s optimal portion of allocated computing capacity to each agent’s computing tasks, while considering the urgency of the agents’ requested service. A detailed set of numerical and comparative simulation results demonstrates the drawbacks and benefits of the proposed framework under rea-life public safety scenarios.

关键词： Law enforcement Simulation Learning automata Reinforcement learning Autonomous aerial vehicles sensor systems Safety

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IoT Benefits for Livestock Farmers

IoT Benefits for Livestock Farmers

引用

international conference on distributed computing in sensor systems (dcoss)

作者： Tim Bell Todd Steinbrueck Roger D. Chamberlain Brian Rieck BECS Technology Inc. St. Louis MO USA BECS Technology Inc. Washington Univ. in St. Louis St. Louis MO USA AGCO Corporation Assumption IL USA

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

the promise of benefit from instrumentation on the farm is substantial. However, simply connecting existing equipment to the network is not sufficient to achieve these benefits, as the resulting system is vulnerable to a multitude of reliability and security issues. We describe an approach to instrumenting livestock barns, describing some of the innovations that enable cost-efficiency, which explicitly requires paying attention to the integration of new instrumentation with existing equipment. We then articulate a range of benefits that accrue, both to the livestock and to the farmer. the result is a comprehensive understanding of barn operations, yielding many of the benefits one aspires to with IoT on the farm.

关键词： Technological innovation Instruments Agriculture sensor systems Internet of things Security Reliability

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Trade off between Accuracy and Message Complexity for Approximate Data Aggregation

Trade off between Accuracy and Message Complexity for Approx...

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international conference on distributed computing in sensor systems (dcoss)

作者： Saptadi Nugroho Alexander Weinmann Christian Schindelhauer Albert-Ludwigs-Universität Freiburg Freiburg Germany

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

We consider large scale Peer-to-Peer sensor Networks, which try to calculate and distribute the mean value of all sensor inputs. For this we design, simulate and evaluate distributed approximation algorithms which reduce the number of messages. the main difference of these algorithms is the underlying communication protocol which all use the random call model, where in discrete round model each node can call a random sensor node with uniform *** amount of data exchanged between sensor nodes and used in the calculation process affects the accuracy of the aggregation results leading to a trade-off situation. the key idea of our algorithms is to limit the sample size using the Finite Population Correction (FPC) method and collect the data using a distribution aggregation using Push-Pull Sampling, Pull Sampling, and Push Sampling communication protocols. It turns out that all methods show exponential improvement of Mean Squared Error (MSE) with the number of messages and rounds.

关键词： Protocols Sociology Data aggregation Approximation algorithms Sampling methods Data models sensor systems

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Divide, Conquer and Merge for Internet-of-things

Divide, Conquer and Merge for Internet-of-Things

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international conference on distributed computing in sensor systems (dcoss)

作者： Jagnyashini Debadarshini Sudipta Saha IIT Bhubaneswar

ISBN: (数字)9781665495127

ISBN: (纸本)9781665495134

Divide, Conquer and Merge (DCM) is a well-known algorithmic paradigm. It has been used to solve both core problems as well as to address the scalability issue in other algorithms. It is widely used in networks or distributed computation to solve the scalability problem arising due to highly dense and wide structures. However, from the implementation point of view, all these application of DCM were designed considering the traditional Asynchronous-Transmission (AT) based communication technologies. In this work, we study the application of DCM in the context of Synchronous-Transmission (ST) which bears fundamentally different dynamics compared to the AT. Specifically, we study the application of DCM over an existing state-of-the-art ST-based strategy MiniCast and demonstrate the performance gain in calculation of aggregation. Our work, shows that applying DCM on MiniCast makes MiniCast based aggregation mechanism upto six times faster and make it consume upto five times lesser energy compared to the case when DCM is not applied.

关键词： Protocols Scalability Computational modeling Performance gain sensor systems Data models Communications technology

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