Performance of a Partial Discrete Wavelet Transform Based Path Merging Compression Technique for Wireless Multimedia Sensor Networks

被引:8
作者
Banerjee, Rajib [1 ]
Chatterjee, Sibashis [2 ]
Das Bit, Sipra [2 ]
机构
[1] Dr BC Roy Engn Coll, Dept Elect & Commun Engn, Durgapur, India
[2] Indian Inst Engn Sci & Technol, Dept Comp Sci & Technol, Sibpur, Howrah, India
关键词
Compression; Partial wavelet transform; Path merging; Tree based routing; DATA AGGREGATION;
D O I
10.1007/s11277-018-6008-7
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Wireless multimedia sensor network is well-known for its constraints in the field of multimedia processing in terms of processing power, bandwidth etc. Data processing is always a challenge in such network. Exploiting low overhead compression accompanied by proper routing and aggregation is a challenge for such energy starved multihop network. In this paper, we propose an efficient path merging protocol for wireless multimedia sensor network with randomly deployed nodes. Any partial discrete wavelet transform based compression technique can be plugged into this path merging protocol to reduce redundant data transmission in a significant manner by appropriate aggregation of data packets from merging paths. The design feasibility and the simulation results prove supremacy of our protocol over state-of-the-art competing schemes in terms of maintaining a trade-off between energy consumption and reconstruction quality.
引用
收藏
页码:57 / 71
页数:15
相关论文
共 22 条
[1]   Wireless Multimedia Sensor Networks: Applications and Testbeds [J].
Akyildiz, Ian F. ;
Melodia, Tommaso ;
Chowdhury, Kaushik R. .
PROCEEDINGS OF THE IEEE, 2008, 96 (10) :1588-1605
[2]   A survey on wireless multimedia sensor networks [J].
Akyildiz, Ian F. ;
Melodia, Tommaso ;
Chowdhury, Kaushik R. .
COMPUTER NETWORKS, 2007, 51 (04) :921-960
[3]  
Bal M, 2014, PROC IEEE INT SYMP, P1442, DOI 10.1109/ISIE.2014.6864826
[4]  
Banerjee R., 2015, P IEEE INT C ADV NET, P1
[5]   An energy saving audio compression scheme for wireless multimedia sensor networks using spatio-temporal partial discrete wavelet transform [J].
Banerjee, Rajib ;
Chatterjee, Sibashis ;
Das Bit, Sipra .
COMPUTERS & ELECTRICAL ENGINEERING, 2015, 48 :389-404
[6]   LOCHA: A Light-Weight One-way Cryptographic Hash Algorithm for Wireless Sensor Network [J].
Chowdhury, Amrita Roy ;
Chatterjee, Tanusree ;
DasBit, Sipra .
5TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2014), THE 4TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2014), 2014, 32 :497-504
[7]  
Crossbow technologies, 2007, WIR SENS NETW PROD R
[8]  
Douglas S, 2009, AUDIO ENG EXPLAINED
[9]   Compressed data-stream protocol: an energy-efficient compressed data-stream protocol for wireless sensor networks [J].
Erratt, N. ;
Liang, Y. .
IET COMMUNICATIONS, 2011, 5 (18) :2673-2683
[10]   Adaptive In-Network Processing for Bandwidth and Energy Constrained Mission-Oriented Multihop Wireless Networks [J].
Eswaran, Sharanya ;
Edwards, James ;
Misra, Archan ;
La Porta, Thomas F. .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2012, 11 (09) :1484-1498