Intelligent Multipath Optimized Link State Routing Protocol for QoS and QoE Enhancement of Video Transmission in MANETs

Boushaba, Abdelali; Benabbou, Adil; Benabbou, Rachid; Zahi, Azeddine; Oumsis, Mohammed

doi:10.1007/978-3-319-09581-3_16

Cited by 7 publications

(3 citation statements)

References 15 publications

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“…Energy consumption of proposed routing protocol EMRP-QQ is compared with the previous energy aware routing protocols described in section 2 such as EDSR [19], BPSO-TORA [20], AFECA [21], ZCG [22], and DFES-AODV [23]. Then the quality analysis of proposed routing protocol EMRP-QQ is compared with the previous QoS and QoE aware routing protocol FQ-MP-OLSR [24]. We want to know how our protocol reacts at different mobility cases by varying node speed.…”

Section: Simulation Resultsmentioning

confidence: 99%

“…Transmission of video streams through multipath routing protocol in MANETs can enhance the quality of video transmission. In [24], authors proposed extension of MP-OLSR (multipath optimized link state routing protocol) [25] [26], named FQ-MP-OLSR (fuzzy based quality of service MP-OLSR), which integrates two fuzzy systems.…”

Section: Problem Identification and Solutionmentioning

confidence: 99%

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Energy efficient multipath routing protocol for MANET for enhancing QoS and QoE in multimedia applications

Devi

2022

Int. j. commun. netw. inf. secur.

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In mobile ad hoc network (MANET) the devices are interconnected by wireless manner that are able to ubiquitously retrieve contents such as video and audio streams, still images, and scalar sensor data from the environment. MANET provides low power in hazardous environment where replacement of fault evaluation in the MANET is impossible. Hence, development of an energy efficient network is essential in MANET, where the cost of network depends on the energy consumption of each mobile node. Overutilization of energy by a mobile node cannot contribute to the utility or the network as a whole. Hence to optimize the utilization of energy at each node, we propose an energy efficient multipath routing protocol for MANET for enhancing QoS and QoE metrics (EMRP-QQ), which can eventually minimize the data loss and hence there liability of the mobile nodes and the overall network. In our proposed approach an energy efficient clustering is performed using particle swarm optimization (PSO), where all the nodes are clustered without any residual nodes left in the system. Using the appropriate selection of CH and SCH the overall networks overhead utilization is reduced and hence the QoS of the network is enhanced. The result obtained through NS-2 simulation shows that the proposed algorithm performs better than FQ-MP-OLSR approach in terms of reduced energy consumption of each node without affecting QoS and QoE metrics.

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Section: Simulation Resultsmentioning

confidence: 99%

Section: Problem Identification and Solutionmentioning

confidence: 99%

Energy efficient multipath routing protocol for MANET for enhancing QoS and QoE in multimedia applications

Devi

2022

Int. j. commun. netw. inf. secur.

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“…[16][17][18] Each element x i j of the matrix represents the j th attribute value of the data center i. Columns represent n different decision attributes {X j }, including bandwidth cost, bandwidth, round-trip delay, data center energy usage efficiency, and so on.…”

Section: Alternate Transit Data Centersmentioning

confidence: 99%

Analysis of distributed database access path prediction based on recurrent neural network in internet of things

2019

Concurrency and Computation

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For avoiding the phenomenon of congestion, delay, and jitter in thedatabase access path, it is necessary to study the prediction method of database access path. Predicted database access path has high delay and jitter when using existing database access path prediction method to predict the path. Therefore, a prediction method of database access path is proposed based on the recurrent neural network. A decision matrix is constructed and normalized based on the analytic hierarchy process. The evaluation value of the alternative transit data center is calculated by the arithmetic weighted average operator, and the transit data center is selected according to the evaluation result. The matter-element analysis model is used to establish the mapping relationship between the user experience quality and the network service quality parameters. Moreover, the user experience quality evaluation level objective function of the database access path prediction method is constructed. Through the objective function to obtain the optimal database access path, the database access path prediction is completed. The experimental results show that the delay of the database access path predicted by the proposed method is much lower than other methods. The jitter is less than 30 ms and the jitter is small, which verifies the effectiveness of the path prediction method. KEYWORDSaccess path, alternative transit data center, database, decision matrix, prediction method, recurrent neural network INTRODUCTIONLarge-scale databases copy user data to multiple databases to improve user service quality. 1 A large amount of data needs to be transmitted between these distributed databases. Measurement studies have shown that the traffic between databases already accounts for nearly half of the database export bandwidth. 2,3 To meet the peak bandwidth requirement of the application, the access path of the database needs to be predicted. The existing database access path prediction method predicts the optimal path with high delay and large jitter. It is necessary to analyze and study the database access path prediction method. 4Wang et al proposed a database access path prediction method based on the number limit and data transmission delay. 5 This method uses the distributed shortest path tree algorithm to collect the relevant information and sensing data of sensor nodes in the k + 1 hop communication range. The virtual force theory is used to calculate the virtual force of the sensor node and the resultant force of all virtual forces. Based on the current dwell time of the grid center and the next dwell grid center based on the number of stays, the size and direction of the resultant force are calculated; then, according to the location of the sensor node, the remaining energy and other information to find a better path to complete the database access path prediction. The delay of the path predicted by this method is higher.Luo and Liu proposed a database access path prediction method based on traffic gravitational field. 6 This method combines the...

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A New Efficient Technique to Enhance Quality of Service in OLSR Protocol

Hanin¹,

Fakhri²,

Amnai³

2019

Advances in Intelligent Systems and Computing

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Intelligent Multipath Optimized Link State Routing Protocol for QoS and QoE Enhancement of Video Transmission in MANETs

Cited by 7 publications

References 15 publications

Energy efficient multipath routing protocol for MANET for enhancing QoS and QoE in multimedia applications

Energy efficient multipath routing protocol for MANET for enhancing QoS and QoE in multimedia applications

Analysis of distributed database access path prediction based on recurrent neural network in internet of things

A New Efficient Technique to Enhance Quality of Service in OLSR Protocol

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