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Publication
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| Title of Article |
Distributed Image Compression Architecture over Wireless Multimedia Sensor Networks |
| Date of Acceptance |
15 November 2017 |
| Journal |
| Title of Journal |
Wireless Communications and Mobile Computing |
| Standard |
ISI |
| Institute of Journal |
Hindawi Publishing Corporation |
| ISBN/ISSN |
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| Volume |
2017 |
| Issue |
5471721 |
| Month |
December |
| Year of Publication |
2017 |
| Page |
21 |
| Abstract |
In a wireless multimedia sensor network (WMSN), the minimization of network energy consumption is a crucial task not just for scalar data but also for multimedia. In this network, a camera node (CN) captures images and transmits them to a base station (BS). Several sensor nodes (SNs) are also placed throughout the network to facilitate the proper functioning of the network. Transmitting an image requires a large amount of energy due to the image size and distance; however, SNs are resource constrained. Image compression is used to scale down image size; however, it is accompanied by a computational complexity trade-off. Moreover, direct image transmission to a BS requires more energy. Thus, in this paper, we present a distributed image compression architecture over WMSN for prolonging the overall network lifetime (at high throughput). Our scheme consists of three subtasks: determining the optimal camera radius for prolonging the CN lifetime, distributing image compression tasks among the potential SNs to balance the energy, and, finally, adopting a multihop hierarchical routing scheme to reduce the long-distance transmission energy. Simulation results show that our scheme can prolong the overall network lifetime and achieve high throughput, in comparison with a traditional routing scheme and its state-of-the-art variants. |
| Keyword |
Distributed image compression, Multi-hop networks, Optimal camera radius, Wireless sensor networks, Wireless multimedia sensor networks |
| Author |
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| Reviewing Status |
มีผู้ประเมินอิสระ |
| Status |
ตีพิมพ์แล้ว |
| Level of Publication |
นานาชาติ |
| citation |
false |
| Part of thesis |
true |
| Attach file |
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| Citation |
0
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Journal Publication
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