The application of wireless sensor networks with multi-agent systems

2007 ◽  
Author(s):  
Yong Zhang ◽  
Li Wang ◽  
Zhenbin Gao
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Multi Agent

scholarly journals Combining Multi-Agent Systems and Wireless Sensor Networks for Monitoring Crop Irrigation

Sensors ◽  
2017 ◽  
Vol 17 (8) ◽  
pp. 1775 ◽  
Author(s):  
Gabriel Villarrubia ◽  
Juan F. De Paz ◽  
Daniel H. De La Iglesia ◽  
Javier Bajo
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Multi Agent ◽  
Crop Irrigation

scholarly journals Combination of Multi-Agent Systems and Wireless Sensor Networks for the Monitoring of Cattle

Sensors ◽  
2018 ◽  
Vol 18 (2) ◽  
pp. 108 ◽  
Author(s):  
Alberto Barriuso ◽  
Gabriel Villarrubia González ◽  
Juan De Paz ◽  
Álvaro Lozano ◽  
Javier Bajo
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Wireless Sensor ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Multi Agent

Control of Crisis Environments by the Use of WSN Structures and Based on Expert-SOA Architecture

2011 ◽  
Vol 383-390 ◽  
pp. 4629-4633
Author(s):  
Zahra Oladi Ghadikolaie ◽  
Sara Jafari Bazminabadi ◽  
Samira Kalantari ◽  
Zahra Hadjian Line ◽  
Shahaboddin Shamshirband
Keyword(s):  
Wireless Sensor Networks ◽  
Service Oriented Architecture ◽  
Sensor Nodes ◽  
Wireless Sensor ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Human Agent ◽  
Central Controller ◽  
Service Oriented ◽  
Multi Agent

In this article service-oriented architecture is implemented in crisis environments (such as in a place on fire). Our purpose is to use wireless sensor networks and multi-agent systems in crisis environments to gather information from the environment. This information is received by sensor nodes, it is then processed in the expert system, the deductions concerning the environment from which information has been gather are sent to the central controller, and then the central controller sends the messages to the human agent who becomes aware of the situation in the environment in order to carry out the prescribed duties.

scholarly journals Multi-mobile agent itinerary planning algorithms for data gathering in wireless sensor networks: A review paper

2017 ◽  
Vol 13 (1) ◽  
pp. 155014771668484 ◽  
Author(s):  
Huthiafa Q Qadori ◽  
Zuriati A Zulkarnain ◽  
Zurina Mohd Hanapi ◽  
Shamala Subramaniam
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Mobile Agent ◽  
Mobile Agents ◽  
Single Agent ◽  
Data Gathering ◽  
Optimal Number ◽  
Wireless Sensor ◽  
Itinerary Planning ◽  
Multi Agent

Recently, wireless sensor networks have employed the concept of mobile agent to reduce energy consumption and obtain effective data gathering. Typically, in data gathering based on mobile agent, it is an important and essential step to find out the optimal itinerary planning for the mobile agent. However, single-agent itinerary planning suffers from two primary disadvantages: task delay and large size of mobile agent as the scale of the network is expanded. Thus, using multi-agent itinerary planning overcomes the drawbacks of single-agent itinerary planning. Despite the advantages of multi-agent itinerary planning, finding the optimal number of distributed mobile agents, source nodes grouping, and optimal itinerary of each mobile agent for simultaneous data gathering are still regarded as critical issues in wireless sensor network. Therefore, in this article, the existing algorithms that have been identified in the literature to address the above issues are reviewed. The review shows that most of the algorithms used one parameter to find the optimal number of mobile agents in multi-agent itinerary planning without utilizing other parameters. More importantly, the review showed that theses algorithms did not take into account the security of the data gathered by the mobile agent. Accordingly, we indicated the limitations of each proposed algorithm and new directions are provided for future research.

Performance Comparison of Multi-Agent Middleware Platforms for Wireless Sensor Networks

2018 ◽  
Vol 18 (7) ◽  
pp. 3039-3049 ◽  
Author(s):  
Miguel Augusto Bauermann Brasil ◽  
Bernhard Bosch ◽  
Flavio Rech Wagner ◽  
Edison Pignaton de Freitas
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Performance Comparison ◽  
Wireless Sensor ◽  
Multi Agent
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