Agent based sensors resource allocation in sensor grid

Li, Chunlin; Luo, Yingwei

doi:10.1007/s10489-012-0397-1

Cited by 5 publications

(3 citation statements)

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“…Based on the competitive relationship between users, a heterogeneous multi-agent resource allocation mechanism is established [31], and the agents form a resource allocation scheme by competing and learning with each other. Literature [32] introduced the market mechanism to adjust the resource allocation among agents and maximized profit as the utility function to realize distributed resource allocation through negotiation between agents. The work in [33] uses a decentralized resource scheduling and allocation method for large-scale networks.…”

Section: Related Workmentioning

confidence: 99%

“…The communication radius of nodes is d 0 , when the energy consumption of the free space model is used within the communication radius, the energy consumption of the multipath attenuation model is considered when the communication distance is greater than the communication radius of the node. Therefore, assuming the transmission energy consumption for DA is E DA_Tx and the reception energy consumption for TA E TA_Rx for DA-TA communication for intra-cluster communication can be represented as: (32) where d jk denotes the distance between DA and TA (N i , i = 1, 2, . .…”

Section: ) Let the Da-ta Communication Energy Consumption Is Denotedmentioning

confidence: 99%

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ADAI and Adaptive PSO-Based Resource Allocation for Wireless Sensor Networks

et al. 2019

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Resource allocation in the Internet of Things (IoT) applications for Wireless Sensor Networks (WSNs) is a challenging problem that requires tasks processing from the appropriate sensor nodes without compromising the Quality-of-Service (QoS). Due to heterogeneity in sensors, the inter-cluster and intra-cluster cooperative communication between sensor nodes hinders the overall resource allocation of the network in terms of energy consumption and response time. Therefore, this paper establishes a multi-agent clustering WSN model, i.e., Adaptive Distributed Artificial Intelligence (ADAI) technique with a hierarchical resource allocation strategy to address the issue of resource allocation in these types of network. For the inter-cluster power allocation, we are considering QoS and energy consumption factors with DAI. Moreover, for intra-cluster resource allocation, this paper introduces Adaptive Particle Swarm Optimization (APSO), which uses its objective functions as the node distance and respective energy loads. The mathematical analysis and simulation results validate the propose method in terms of energy consumption and response time of the network.

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Section: Related Workmentioning

confidence: 99%

Section: ) Let the Da-ta Communication Energy Consumption Is Denotedmentioning

confidence: 99%

ADAI and Adaptive PSO-Based Resource Allocation for Wireless Sensor Networks

et al. 2019

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“…Finally, mechanisms are required for addressing, scheduling, power management and QoS provisioning in sensor networks. Representative solutions can be seen in (Miridakis, Giotsas et al 2009;Li, Li et al 2013). …”

Section: Sensor Gridmentioning

confidence: 99%

A Study of Research Trends and Issues in Wireless Ad Hoc Networks

Islam¹,

Shaikh

2016

Mobile Computing and Wireless Networks

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Ad hoc network enables network creation on the fly without support of any predefined infrastructure. The spontaneous erection of networks in anytime and anywhere fashion enables development of various novel applications based on ad hoc networks. However, at the same ad hoc network presents several new challenges. Different research proposals have came forward to resolve these challenges. This chapter provides a survey of current issues, solutions and research trends in wireless ad hoc network. Even though various surveys are already available on the topic, rapid developments in recent years call for an updated account on this topic. The chapter has been organized as follows. In the first part of the chapter, various ad hoc network's issues arising at different layers of TCP/IP protocol stack are presented. An overview of research proposals to address each of these issues is also provided. The second part of the chapter investigates various emerging models of ad hoc networks, discusses their distinctive properties and highlights various research issues arising due to these properties. We specifically provide discussion on ad hoc grids, ad hoc clouds, wireless mesh networks and cognitive radio ad hoc networks. The chapter ends with presenting summary of the current research on ad hoc network, ignored research areas and directions for further research.Keywords: Ad hoc network, research issues, ad hoc grid, ad hoc cloud, wireless mesh network, cognitive radio ad hoc network INTRODUCTIONDuring last few years, extensive developments have been observed in the domain of wireless network. Different communication technologies i.e. general packet radio service (GPRS), enhanced data rates for GSM evolution (EDGE) and worldwide interoperability for microwave access (WIMAX) etc. have evolved and newer form of computing devices i.e. personal digital assistant (PDA), tablets and smart phones are appearing in the market. The wireless computing has progressed from 1G to 4G communication networks. During this progression, various modes of wireless networking have emerged. The simplest form of wireless networking is communication among two or more fixed hosts in open air. The conventional television system operates on this mode. Another approach is wireless networking with access point. There are different wireless hosts that are allowed to move while the basic infrastructure is supported by set of fixed nodes called base stations or access points. However, this approach doesn't provide the flexibility to be used in emergency situations requiring quick deployment or networking in adversarial surroundings. The evolution of technologies has lead to development a new mode of wireless networking where the nodes arrange themselves on the fly in the form of a network without any infrastructure support. Such networks are called ad hoc networks. Properties of ad hoc networkFormally, Ad hoc Network G(N,E) is defined as a collection of nodes N={n 1 ,n 2 ,n 3 ,…} connected by edges ‫ܧ‬ ⊆ ܰ × ܰ (Islam and Shaikh 2012). The nodes are us...

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A dynamic scheme for scheduling complex tasks in manufacturing systems based on collaboration of agents

Hsieh

Lin

2014

Appl Intell

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Agent based sensors resource allocation in sensor grid

Cited by 5 publications

References 15 publications

ADAI and Adaptive PSO-Based Resource Allocation for Wireless Sensor Networks

ADAI and Adaptive PSO-Based Resource Allocation for Wireless Sensor Networks

A Study of Research Trends and Issues in Wireless Ad Hoc Networks

A dynamic scheme for scheduling complex tasks in manufacturing systems based on collaboration of agents

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