Ant Colony Optimization Technique Applied in Network Routing Problem

Mukherjee, Debasmita; Acharyya, Sriyankar

doi:10.5120/319-487

Cited by 13 publications

(5 citation statements)

References 4 publications

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“…These networks are often deployed in remote or inaccessible areas, making it impractical to replace or recharge their batteries. The longevity of the network is directly influenced by its energy efficiency [28]. Consequently, the design of dependable and efficient sensor nodes and routing protocols becomes crucial.…”

Section: Challenges In Designing Of Wireless Sensor Networkmentioning

confidence: 99%

Energy efficiency enhancement in wireless sensor network: ant colony optimization

Kumar,

Jebarani

2023

IJEECS

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<p><span>Wireless sensor networks (WSNs) have received significant scholarly attentionwithin the scientific community lately. The use of small and energy efficient devices with restricted computing capabilities has gained traction in various fields of application, including environmental monitoring, target tracing, and medical health observation. Node localization is a fundamental system parameter in numerous applications. Categorizing hybrid solutions as either range-based or range-free poses a challenge in general. In this article, we aim to simplify the classification process by examining range-based and range-free schemes. There are two distinct classifications of schemes, namely fully schemes and hybrid schemes. Furthermore, we conduct a comparative analysis of the predominant energy efficiency measures in WSN networks and deliberate on prospective avenues for research in WSNs deploying ant colony algorithm.</span></p>

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Section: Challenges In Designing Of Wireless Sensor Networkmentioning

confidence: 99%

Energy efficiency enhancement in wireless sensor network: ant colony optimization

Kumar,

Jebarani

2023

IJEECS

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“…The basic concept taking place is that when ever a mishap occurs, immediately the incident is being informed to the other vehicles such that other mobile devices can vary their route to avoid the congestion. Debasmita Mukherjee et al [2], has presented an idea to discover the shortest available path by applying various Ant Colony Optimization Mechanisms. Here, with the help of protocol of routing, the selection of path by calculation is done.…”

Section: Related Workmentioning

confidence: 99%

Survey Paper on Perpetrator Identification and Acknowledgement on Road Accidents

Arpithanath.¹

2016

IJRET

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Vehicles safety and safety of the passengers in the vehicle is an important task. Hence, technology has come to an extent that the vehicles can communicate using vehicle ad hoc network with each other. VANET provides wireless communication between the vehicle and to the road side units (RSU). The accidents can be kept in control by having a free of congestion communication between the vehicles in the network using RACO algorithm. The accidents can be avoided even by reducing the vehicles acceleration in the traffic signal using the RF Xbee modules. The speed of the vehicles can also be reduced by reducing the fuel rate of the vehicles as well.

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“…In this paper, they have finally concluded that the Ant Colony Optimization (ACO) Technique is an efficient approach for VANET. Debasmita Mukherjee et al [9] proposed a system to find the shortest path by using optimal solution by applying different network models and different number of nodes and structure. They have used three mechanisms for this, which includes ACO1, ACO2 and ACO3, which has been applied on the above different network models, and their results have been concluded.…”

Section: Motivationmentioning

confidence: 99%

An robust recursive ant colony optimization strategy in VANET for accident avoidance (RACO-VANET)

Amudhavel¹,

Kumar²,

Jayachandrameena³

et al. 2015

2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015]

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VANET (Vehicle Ad-hoc Network) [1] is an emerging technology that enables the vehicles to communicate with each other. Nowadays, we see there are lots of accidents occurring. An effective way to avoid accidents is to provide congestion free communication between vehicles. VANET allows wireless communication between vehicles and the Road Side Units. In VANET, the vehicles are connected with each other to form a network. The vehicles can pass information within the network. A vehicle can send a message to any vehicle which is present in the network or it can send a message to the Road Side Units. This message passing is done by using many algorithms. We use the Recursive Ant Colony Optimization (RACO) [2,26] Algorithm which is an extension of Ant Colony OptimizationAlgorithm to route the message within the network. Though VANET is a powerful technology, it also has some issues that has to be rectified. Some of the issues are signal fading, connectivity, security, small effective diameter and so on.

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Ant Colony Optimization Technique Applied in Network Routing Problem

Cited by 13 publications

References 4 publications

Energy efficiency enhancement in wireless sensor network: ant colony optimization

Energy efficiency enhancement in wireless sensor network: ant colony optimization

Survey Paper on Perpetrator Identification and Acknowledgement on Road Accidents

An robust recursive ant colony optimization strategy in VANET for accident avoidance (RACO-VANET)

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