Industrial IoT middleware using a multi-agent system for consistency-based diagnostic in cement factory

Benayache, Ayoub; Bilami, Azeddine; Benaggoune, Khaled; Mouss, Hayet

doi:10.1504/ijaacs.2021.117805

Cited by 3 publications

(1 citation statement)

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“…So the paper presents the review on the internet of things based medical imaging technology for the health care applications providing the significance of the internet of things in the medical imaging technology. Internet of Things (IoT) is a term associated with the use of IP (Internet Protocol) address sensors [3,4].…”

Section: Introductionmentioning

confidence: 99%

Development of automatic medical internet of things system (MIoT) for robotic surgery with multi-protocol approach using COAP and MQTT protocols

Deshpande¹,

Jogdand²

2022

ijhs

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Modern medical devices serving as blessings to patients worldwide as IoT systems are becoming pillar for healthcare professionals. IoT research is growing in the direction of automation of patient care systems to automation of robotic surgeries. Industrial IoT is serving numerous sectors like medical, agriculture, manufacturing and many more sectors. Hence, this paper presents the architecture for medical device sensors and devices which can be automated for fast response to incoming IoT protocol. We developed the multiprotocol communication approach where CoAP and MQTT protocols can respond to medical system control panel request by extracting the common message parameters. This can be helpful for several medical systems which need automation and quick response systems can be developed using proposed approach.

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Section: Introductionmentioning

confidence: 99%

Development of automatic medical internet of things system (MIoT) for robotic surgery with multi-protocol approach using COAP and MQTT protocols

Deshpande¹,

Jogdand²

2022

ijhs

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Consistency Consensus Control of Continuous Multi-agent Systems with Second-order Dynamic and Switching Topology

Xue

Xiaodong

et al. 2022

Proceedings of 2021 5th Chinese Conference on Swarm Intelligence and Cooperative Control

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Semantic Interaction Strategy of Multiagent System in Large-Scale Intelligent Sensor Network Environment

2022

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In a multiagent system, the semantic interaction between agents is an important aspect affecting multi-intelligence. The purpose of interaction is to reasonably arrange task objectives and behaviors through information sharing and communication interaction, so as to maximize the overall performance of multiagent system. This paper analyzes the communication and interaction process between agents from the perspective of semantic layer and introduces the BDI (belief, desire, intention) model of agent’s thinking state into the communication and interaction process. Furthermore, we propose a multiagent semantic interaction strategy model based on a large-scale intelligent sensor network, which supports various types of negotiation and interaction on the basis of basic interaction behavior to solve the problem of information operational conflicts. In addition, this paper limits the scale of historical information through the definition of equivalence and the merging theorem of history, and it uses reinforcement learning algorithm to detect possible conflicts and delay communication and makes rational use of limited resources to improve system revenue and coordination efficiency. The experimental results show that compared with the previous methods such as debate and negotiation, the strategy model can realize the flexible interaction based on scene and is more practical. At the same time, the existence of reinforcement learning improves the efficiency analysis and the convergence performance of semantic interaction strategy.

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Industrial IoT middleware using a multi-agent system for consistency-based diagnostic in cement factory

Cited by 3 publications

References 0 publications

Development of automatic medical internet of things system (MIoT) for robotic surgery with multi-protocol approach using COAP and MQTT protocols

Development of automatic medical internet of things system (MIoT) for robotic surgery with multi-protocol approach using COAP and MQTT protocols

Consistency Consensus Control of Continuous Multi-agent Systems with Second-order Dynamic and Switching Topology

Semantic Interaction Strategy of Multiagent System in Large-Scale Intelligent Sensor Network Environment

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