Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network
Wireless sensor network (WSN) are among the emerging modern technologies, with a vast range of application in different areas. However, the current WSNs technology faces a key challenge in terms of node lifetime and network connectivity due to limited power resource of the node. The conventional dat...
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| Format: | Thesis |
| Language: | English English English |
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2018
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| Online Access: | http://eprints.uthm.edu.my/150/1/24p%20AHMED%20JAMAL%20AHMED%20ALDOORI.pdf http://eprints.uthm.edu.my/150/2/AHMED%20JAMAL%20AHMED%20ALDOORI%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/150/3/AHMED%20JAMAL%20AHMED%20ALDOORI%20WATERMARK.pdf |
| _version_ | 1796868215090970624 |
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| author | Ahmed Al-Doori, Ahmed Jamal |
| author_facet | Ahmed Al-Doori, Ahmed Jamal |
| author_sort | Ahmed Al-Doori, Ahmed Jamal |
| collection | UTHM |
| description | Wireless sensor network (WSN) are among the emerging modern technologies, with a vast range of application in different areas. However, the current WSNs technology faces a key challenge in terms of node lifetime and network connectivity due to limited power resource of the node. The conventional data routing protocols do not consider the power available at the node on the path from source to sink, thus they result in the exhaustion and eventual death of nodes surrounding the sink node, thus generating routing holes reducing the network throughput. In order to address the issue in this research presents a novel protocol based on equal power consumption at all network nodes. The consume power fairly (CPF) protocol achieves a high power efficiency by distributing power consumption equal on all the network nodes. The protocol compares the power available on all the paths from source to sink and then selects the path with highest power. Additionally in order to reduce the transmitted data size, a lossy image compression technique based on adaptive Haar wavelet transform has been implemented. The simulation designs based on MATLAB consists of 100 randomly distributed nodes over an area of 100 m2, with 30 Kbits and 40 Kbits of packet sizes. The comparison between the proposed CPF protocol and the energy aware protocol has been carried out on the basis of number of iterations and the dead nodes in the network. Thorough simulations have been carried out based on different number of network iterations to validate the potential of the proposed solution. Moreover the implemenetation of multiscale retinex technique results in image enhancement and impoved classification. An implementation of the CPF protocol and image compression technique on a 100 node network with 500 iterations, results in the death of 13 nodes as compard to 38 dead nodes with energy aware protocol for the same network. Thus the performance comparision of CPF and energy aware protocol demonstrates an improvement of 81.19% for the energy consumption of the network. Thus the proposed algorithm prolongs the network under consideration by 57 – 62% as compared to networks with conventional routing protocols. |
| first_indexed | 2024-03-05T21:36:29Z |
| format | Thesis |
| id | uthm.eprints-150 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English English English |
| last_indexed | 2024-03-05T21:36:29Z |
| publishDate | 2018 |
| record_format | dspace |
| spelling | uthm.eprints-1502021-07-06T06:42:11Z http://eprints.uthm.edu.my/150/ Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network Ahmed Al-Doori, Ahmed Jamal TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television Wireless sensor network (WSN) are among the emerging modern technologies, with a vast range of application in different areas. However, the current WSNs technology faces a key challenge in terms of node lifetime and network connectivity due to limited power resource of the node. The conventional data routing protocols do not consider the power available at the node on the path from source to sink, thus they result in the exhaustion and eventual death of nodes surrounding the sink node, thus generating routing holes reducing the network throughput. In order to address the issue in this research presents a novel protocol based on equal power consumption at all network nodes. The consume power fairly (CPF) protocol achieves a high power efficiency by distributing power consumption equal on all the network nodes. The protocol compares the power available on all the paths from source to sink and then selects the path with highest power. Additionally in order to reduce the transmitted data size, a lossy image compression technique based on adaptive Haar wavelet transform has been implemented. The simulation designs based on MATLAB consists of 100 randomly distributed nodes over an area of 100 m2, with 30 Kbits and 40 Kbits of packet sizes. The comparison between the proposed CPF protocol and the energy aware protocol has been carried out on the basis of number of iterations and the dead nodes in the network. Thorough simulations have been carried out based on different number of network iterations to validate the potential of the proposed solution. Moreover the implemenetation of multiscale retinex technique results in image enhancement and impoved classification. An implementation of the CPF protocol and image compression technique on a 100 node network with 500 iterations, results in the death of 13 nodes as compard to 38 dead nodes with energy aware protocol for the same network. Thus the performance comparision of CPF and energy aware protocol demonstrates an improvement of 81.19% for the energy consumption of the network. Thus the proposed algorithm prolongs the network under consideration by 57 – 62% as compared to networks with conventional routing protocols. 2018-10 Thesis NonPeerReviewed text en http://eprints.uthm.edu.my/150/1/24p%20AHMED%20JAMAL%20AHMED%20ALDOORI.pdf text en http://eprints.uthm.edu.my/150/2/AHMED%20JAMAL%20AHMED%20ALDOORI%20COPYRIGHT%20DECLARATION.pdf text en http://eprints.uthm.edu.my/150/3/AHMED%20JAMAL%20AHMED%20ALDOORI%20WATERMARK.pdf Ahmed Al-Doori, Ahmed Jamal (2018) Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network. Doctoral thesis, Universiti Tun Hussein Onn Malaysia. |
| spellingShingle | TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television Ahmed Al-Doori, Ahmed Jamal Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network |
| title | Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network |
| title_full | Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network |
| title_fullStr | Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network |
| title_full_unstemmed | Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network |
| title_short | Joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network |
| title_sort | joint routing protocol and image compression algorithm for prolonging node lifetime in wireless sensor network |
| topic | TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television |
| url | http://eprints.uthm.edu.my/150/1/24p%20AHMED%20JAMAL%20AHMED%20ALDOORI.pdf http://eprints.uthm.edu.my/150/2/AHMED%20JAMAL%20AHMED%20ALDOORI%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/150/3/AHMED%20JAMAL%20AHMED%20ALDOORI%20WATERMARK.pdf |
| work_keys_str_mv | AT ahmedaldooriahmedjamal jointroutingprotocolandimagecompressionalgorithmforprolongingnodelifetimeinwirelesssensornetwork |