Multi criteria routing in wireless sensor network using weighted product model and relative rating

Das, Bijoy; Bhunia, Suman Sankar

doi:10.1109/aimoc.2015.7083841

Cited by 18 publications

(20 citation statements)

References 4 publications

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“…To verify the feasibility and effectiveness of our approach, our proposal is compared with a set of protocols proposed in previous studies . Another comparison made in this section to verify the proposed of the data reporting efficiency from the source nodes to the sink node.…”

Section: Performance Evaluationsmentioning

confidence: 98%

“…This section analyzes the most related work to the proposal of this paper. It first explains such works that are presented in previous studies . Then, it discusses the differences between them and our proposal gives an energy‐efficient object tracking algorithm in WSNs.…”

Section: Related Workmentioning

confidence: 99%

“…A multicriteria routing (MCR) algorithm that balances energy consumption across the network with minimum delay has been given in Das et al The criteria included in this algorithm are the residual energy, packet transmission frequency, and hop count. The routing decision is based on the weighted product of the 3 criteria.…”

Section: Related Workmentioning

confidence: 99%

“…Although the MCR algorithm and the CLB Routing algorithm had essential issues to take into account, they lacked other issues such as network reliability and congestion control. As described previously, this can lead to adverse impacts on the network lifetime and throughput.…”

Section: Related Workmentioning

confidence: 99%

“…Another set of experiments are conducted in this section for our proposed REBTA approach evaluation in network lifetime in both cases, homogenous and heterogeneous networks. Our approach is compared to several algorithms under different average traffic rate λ including (1) LR‐based algorithm, (2) EBRP, (3) TADR, (4) MCR presented in Das et al, (5) CLB Routing, and (6) SEB…”

Section: Performance Evaluationsmentioning

confidence: 99%

See 4 more Smart Citations

Efficient REBTA data reporting algorithm for object tracking in wireless sensor networks

Elfouly

Ramadan

Mahmoud

et al. 2018

Int J Communication

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Object tracking is widely referred as one of the most interesting applications of wireless sensor networks (WSNs). This application is able to detect and track objects and report information about these objects to a central base station.One of the major drawbacks in the current research in WSNs is the quality of the data reporting where the major research focus is dedicated to localization of objects; however, few of these works were concentrated on the datareporting. An efficient data reporting algorithm for object tracking in WSNs is proposed in this paper. The main objective of this paper is to enhance the WSN lifetime by achieving both minimum energy and balancing such consumption in sensor nodes during reporting operation. Furthermore, in our model, the enhancement of network reliability is considered. Finally, it reduces the effects of congestion by sufficiently utilizing the under loaded nodes to improve the network throughput. This paper formulates the object tracking problem in large-scale WSN into 0/1 integer linear programming problem, and then proposes a reliable energy balance traffic aware approach to solve the optimization problem. From the obtained simulation results, the proposed solution has proved to be able to enhance the network performance in network lifetime, throughput, end-to-end delay, energy balance, and complexity for both homogeneous and heterogeneous networks. energy distribution among sensor nodes, which may cause holes in the area surrounding the sink node. Such holes may significantly affect the network lifetime. 7,8 Hence, balanced energy consumption should be considered beside energy awareness when designing energy-efficient routing technique. 6,7 Providing reliable data transmission in WSNs is a challenge task because of the dynamic nature of wireless communication links and unstable channel conditions. 9-12 The data transfer, which is the primary purpose in WSNs, is affected by the loss of data packets. So, it is essential to reduce packet loss in WSNs to enhance network throughput and energy efficiency. Consequently, designing a routing technique that can give priority to reliable transmission is highly needed.Congestion in WSNs negatively affects the network performance; namely, extreme decrease in throughput and increase in the packet delay and energy consumption. Therefore, the congestion control is a crucial issue in WSNs. Considering the memory constraints of sensor nodes in WSNs, congestion can cause buffer overflow. As a consequence, such buffer overflow problem may lead to loss of important information, more energy wastage, and delay in the arrival of data packets to sink node. Thus, this severely reduces the network lifetime and efficiency. Therefore, in WSN, considering buffer space in routing protocols design is highly required. 13 Object tracking is widely referred as the most interesting applications of WSNs due to its wide real-life applications like wildlife monitoring 14,15 and military intrusion detection. 16 The object tracking process consists of 2 critical...

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Section: Performance Evaluationsmentioning

confidence: 98%

Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%