An Adaptive Opportunistic Network Coding Mechanism in Wireless Multimedia Sensor Networks

The network coding technique is promising for improving the performance of video communication in wireless multimedia sensor networks. However, some special characteristics of existing wireless network coding mechanisms degrade the performance of video data delivery. This work begins with a thorough...

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Main Authors: Hang Shen, Guangwei Bai, Lu Zhao, Zhenmin Tang
Format: Article
Language:English
Published: Hindawi - SAGE Publishing 2012-12-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1155/2012/565604
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author Hang Shen
Guangwei Bai
Lu Zhao
Zhenmin Tang
author_facet Hang Shen
Guangwei Bai
Lu Zhao
Zhenmin Tang
author_sort Hang Shen
collection DOAJ
description The network coding technique is promising for improving the performance of video communication in wireless multimedia sensor networks. However, some special characteristics of existing wireless network coding mechanisms degrade the performance of video data delivery. This work begins with a thorough investigation and understanding of the performance limitations of existing wireless network coding mechanisms. On this basis, we propose an Adaptive Opportunistic Network Coding mechanism (AONC) to improve the transmission quality of video stream in wireless multimedia sensor networks. First, we propose a novel asymmetric coding method to process the video data of different lengths. The aim is to improve data exchange gain. Second, we design an opportunistic forwarding strategy based on dynamic priority to ensure that packets have a better chance to be coded and transmitted, thus achieving much higher throughput. Finally, we present a traffic-aware data scheduling algorithm, working together with the above network coding mechanism, to reduce the loss of potential coding opportunities. Our simulation results demonstrate that, compared with the existing typical network coding mechanisms, AONC can greatly enhance video transmission quality and efficiently utilize bandwidth and energy resources.
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spelling doaj.art-db80756bc7fc41d1bf24b2efb712c2432023-08-02T02:33:52ZengHindawi - SAGE PublishingInternational Journal of Distributed Sensor Networks1550-14772012-12-01810.1155/2012/565604An Adaptive Opportunistic Network Coding Mechanism in Wireless Multimedia Sensor NetworksHang Shen0Guangwei Bai1Lu Zhao2Zhenmin Tang3 State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing 210093, China Department of Computer Science and Technology, Nanjing University of Technology, Nanjing 210009, China Key Laboratory of Intelligent Perception and System for High-Dimensional Information of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, China Key Laboratory of Intelligent Perception and System for High-Dimensional Information of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, ChinaThe network coding technique is promising for improving the performance of video communication in wireless multimedia sensor networks. However, some special characteristics of existing wireless network coding mechanisms degrade the performance of video data delivery. This work begins with a thorough investigation and understanding of the performance limitations of existing wireless network coding mechanisms. On this basis, we propose an Adaptive Opportunistic Network Coding mechanism (AONC) to improve the transmission quality of video stream in wireless multimedia sensor networks. First, we propose a novel asymmetric coding method to process the video data of different lengths. The aim is to improve data exchange gain. Second, we design an opportunistic forwarding strategy based on dynamic priority to ensure that packets have a better chance to be coded and transmitted, thus achieving much higher throughput. Finally, we present a traffic-aware data scheduling algorithm, working together with the above network coding mechanism, to reduce the loss of potential coding opportunities. Our simulation results demonstrate that, compared with the existing typical network coding mechanisms, AONC can greatly enhance video transmission quality and efficiently utilize bandwidth and energy resources.https://doi.org/10.1155/2012/565604
spellingShingle Hang Shen
Guangwei Bai
Lu Zhao
Zhenmin Tang
An Adaptive Opportunistic Network Coding Mechanism in Wireless Multimedia Sensor Networks
International Journal of Distributed Sensor Networks
title An Adaptive Opportunistic Network Coding Mechanism in Wireless Multimedia Sensor Networks
title_full An Adaptive Opportunistic Network Coding Mechanism in Wireless Multimedia Sensor Networks
title_fullStr An Adaptive Opportunistic Network Coding Mechanism in Wireless Multimedia Sensor Networks
title_full_unstemmed An Adaptive Opportunistic Network Coding Mechanism in Wireless Multimedia Sensor Networks
title_short An Adaptive Opportunistic Network Coding Mechanism in Wireless Multimedia Sensor Networks
title_sort adaptive opportunistic network coding mechanism in wireless multimedia sensor networks
url https://doi.org/10.1155/2012/565604
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