Modified Data Aggregation & Compression Approach for Homogeneous and Heterogeneous Protocols in Wireless Sensor Network

International Journal of Computer Trends and Technology (IJCTT)          
© 2016 by IJCTT Journal
Volume-36 Number-1
Year of Publication : 2016
Authors : Jaskiran kaur, Rajeev kumar, Dilip kumar


Jaskiran kaur, Rajeev kumar, Dilip kumar "Modified Data Aggregation & Compression Approach for Homogeneous and Heterogeneous Protocols in Wireless Sensor Network". International Journal of Computer Trends and Technology (IJCTT) V36(1):48-58, June 2016. ISSN:2231-2803. Published by Seventh Sense Research Group.

Abstract -
In the application based wireless sensor networks (WSN) situation, energy and bandwidth of the sensors are valued resources and essential to consume proficiently. Data aggregation at the base station(BS) by individual nodes causes flooding of the data which consequences in maximum power utilization. To diminish this problem a new data aggregation technique has been proposed in this paper which has improved the performance of the low energy adaptive clustering hierarchy (LEACH) and stable election protocol (SEP) by using the inter-cluster based data aggregation also called hybrid data aggregation method, where grouping of nodes has been done on the basis of the available clustering techniques and grouping of cluster heads(CHs) is also done to utilize the features to inter cluster data aggregation. The proposed algorithm helps to reduce the energy consumption problem, aggregates and transmit the data in efficient manner. In addition, the additive and divisible data aggregation function has been used by the proposed technique at relay node and BS to minimize the power consumption and also controls flooding at BS. Lempel-Ziv-Welch ( LZW) based data aggregation is also applied on the relay node to enhance the results further.

[1] P.N.Renjith and E.Baburaj, “An Analysis on Data Aggregation in Wireless Sensor Networks,” International Conference on Radar, Communication and Computing (ICRCC), SKP Engineering College, Tiruvannamalai,TN.,India. pp. 62-71, Dec. 2012.
[2] I.Akyldiz, W.Su, Y.Sankarasubramanian and E. Cayirci, “Wireless Sensor networks: a survey,” IEEE Computer, vol. 38, no. 4, pp. 393-422, 2002.
[3] R.Rajagopalan and P.Varshney, “Data-Aggregation Techniques in Sensor Networks: A Survey,” IEEE Comm. Surveys Tutorials, vol. 8, no. 4, pp. 48-63, Oct.-Nov. 2006.
[4] S.Madden, M.J.Franklin, J.M.Hellerstein, and W.Hong, “TAG: A Tiny Aggregation Service for Ad-Hoc Sensor Networks,” Proc. Fifth Symp. Operating Systems Design and Implementation, 2002.
[5] S.Tilak, N.Abhu-Gazhaleh, W.R.Heinzelman, “A taxonomy of wireless micro-sensor network models,” ACM SIGMOBILE Mobile Comp. Commun. Rev. , vol. 6, no. 2, pp. 28-36, Apr. 2002.
[6] I. Akyldiz, W.Su, Y. Sankarasubramanian and E. Cayirci, “A survey on sensor networks,” IEEE CommunicationMag., vol. 40, no. 8, pp. 102-114, Aug. 2002.
[7] HuseyinOzgur Tan and Ibrahim Korpeoglu, “Power Efficient Data Gathering and Aggregation in Wireless Sensor Networks”.
[8] W.Heinzelman, A.Chandrakasan, H.Balakrishan, “An application-specific protocol architecture for wireless microsensor networks”, IEEE Transaction on Wireless Communication, vol. 1, no. 4, pp. 660-670, 2002.
[9] OssamaYounis, Sonia Fahmy, “HEED: A Hybrid, Energy- Efficient, Distributed Clustering Approach for Ad Hoc Sensor networks”, IEEE Transactions on mobile computing, vol. 3, no. 4, pp. 366-379, Oct-Dec 2004.
[10] G. Smaragdakis, I. Matta, Bestavros, “SEP: A Stable Election Protocol for clustered heterogeneous wireless sensor network”, in: Second international Workshop on sensor and Actor Network Protocols and Applications (SANPA 2004), 2004.
[11] L. Qing, Q. Zhu, M. Wang, “Design of a distributed energy-efficient clustering algorithm for heterogeneous wireless sensor network”, ELSEVIER, Computer Communications 29, 2006, pp 2230-2237.
[12] P. Saini and A.K.Sharma , “Energy Efficient scheme for clustering protocol prolonging the lifetime of heterogeneous wireless sensor networks,” International Journal of computer applications(0975-8887), vol. 6, no. 2, pp. 30-36, Sep. 2010.
[13] Dilip Kumar, Trilok C. Aseri, R.B. Patel, “A Novel Multihop Energy Efficient Heterogeneous Clustered scheme for wireless sensor networks” journal of Science and Engineering, vol. 14, no. 14, pp. 359-368, 2011.
[14] Dilip Kumar, Trilok C. Aseri, R.B. Patel, “EEHC: Energy Efficient Heterogeneous clustered scheme for wireless sensor networks,” computer communications, vol. 32, pp. 662-667, 2009.
[15] DnyaneshwarMantri, Neeli R Prasad and Ramjee Prasad, “ Grouping of clusters for Efficient Data Aggregation (GCEDA) in wireless sensor network”, IEEE, 3rd International Advance Computing Conference, pp. 132- 137, 2013.
[16] Y. Zhang, X. Li, D. Hua, H. Chen, H. Jin, “An Lidar Data Compression Method Based on Improved LZW and Huffman Algorithm”, IEEE, International Conference on Electronics and Information Engineering(ICEIE), vol. no. 2, pp. 250-254, 2010.
[17] Qing Yin, JinHai He, Hua Zhang, “Application of laser radar in monitoring meteorological and atmospheric environment”, Journal of Meteorology and Environment, pp. 48-56, 2009.
[18] ZhengHui Zhang, WeiDong Hu, WenXian Yu, “A Real- Time Radar video Data Compression Algorithm based on Lifting wavelet transform”, Journal of Electronics, pp. 1910-1913, 2005.
[19] NavneetAgrawal, K. Venugopalan, “SAR Image Compression using Wavelet Packets”, International Conference on Signal Processing Systems, IEEE, pp. 343- 347, 2009.
[20] WeiHua Ai, ChaoLingShen, YunXian Huang, “Weather Radar Data Compression with Parallel Adaptive Coding Algorithm”, Image and Signal Processing, IEEE, pp. 197- 200, 2008.
[21] Woo-Sung Jung, keun-Woo Lim, Young-BaeKo, Sang- Joon Park, “A hybrid approach for clustering-based Data Aggregation in Wireless Sensor Networks”, IEEE, 3rd International Conference on Digital Society, pp. 112-117, 2009.
[22] LingjunMeng, Huazhong Zhang, Yun Zou, “A Data Aggregation Transfer Protocol based on Clustering and Data Prediction in Wireless Sensor Networks”, IEEE, 2011.
[23] JiPeng, Li Yupeng, Jiang Jingqi, Wang Tianbao, “A Clustering Protocol for Data Aggregation in Wireless Sensor Network”, IEEE, International Conference on Control Engineering and Communications Technology, 2012.
[24] Siva Ranjani. S, Radha Krishnan. S, Thangaraj. C, “Energy- efficient cluster based data aggregation for wireless sensor networks”, International Conference on Recent Advances in Computing and Software Systems, pp. 174-179, 2012.
[25] DnyaneshwarMantri, Neeli R Prasad and Ramjee Prasad, “BHCDA: Bandwidth Efficient heterogeneity aware cluster based data aggregation for wireless sensor network”, IEEE, International Conference on Advances in Computing, Communications and Informatics, pp. 1064-1069, 2013.
[26] B. A. Said, E. Abdellah, A. B. Hussane and M. L. Hasnaoui, “Improved and Balanced LEACH for heterogeneous wireless sensor networks”, International Journal on Computer Science and Engineering, Vol 02, No. 08, 2010, 2633-2640.
[27] D kumar, T.C. Aseri and R B Patel, “EECDA: Energy Efficient Clustering and Data Aggregation Protocol for Heterogeneous Wireless Sensor Networks”, International Journal of Computers Communications & Control, ISSN 1841-9836, Vol. 6(1), pp. 113-124, March 2011.
[28] DnyaneshwarMantri, Neeli R Prasad, Ramjee Prasad and Shingo Ohmori, “Two Tier Cluster based Data Aggregation(TTCDA) in wireless sensor network”, IEEE International Conference on Advance Networks and Telecommunications Systems, pp. 117-122, 16-19 Dec. 2012, Banglore, India.
[29] DnyaneshwarMantri, Neeli R Prasad and Ramjee Prasad, “MHBCDA: Mobility and Heterogeneity aware Bandwidth Efficient Cluster based Data Aggregation for Wireless Sensor Network”, IEEE, 2013.
[30] Zhou Xin-Lian and XuJian-Bo, “IISA: An Inter-cluster and Intra-cluster Scheduling Algorithm cluster-based for Wireless Sensor Network”,IEEE, Wireless Communications, Networking and Mobile Computing, 2008. WiCOM ’08, 4th International Conference, 12-14 Oct. 2008.
[31] Chuan-Yu Cho, Chun-Lung Lin, Yu-Hung Hsiao, Jia- Shung Wang, kai-Chao Yang, “Data Aggregation with spatially Correlated Grouping Technique on Cluster-based WSNs”, Sensor Technologies and Applications, Fourth International Conference on,, pp. 584-589, 18-25 July 2010.
[32] Tsitsipis D, Dima S. Kritikakou A. Panagioton, C. KoubiasS. ,“Data merge: A data aggregation technique for wireless sensor networks”, Emerging technologies & Factory Automation, IEEE, 16th Conference on, vol.. no., pp. 1-4, 5-9 Sept. 2011.
[33] Jamal N Al-Karaki, RazaUl-Mustafa, Ahmed E. Kamal, “Data aggregation and routing in Wireless Sensor Networks: Optimal and K. heuristic algorithms, ” Computer Networks, Volume 53, Issue 7, 13 May 2009.
[34] Kalpakis, K. Dasgupta, and P. Namjoshi, “Maximum lifetime data gathering and aggregation in wireless sensor networks,” in Proceedingsof the 2002 IEEE International Conference on Networking (ICN’02), pp. 685–696, Aug. 2002.
[35] Rajashree. V.Biradar, Dr.S.R.Sawant, Dr.R.R.Mudholkar, Dr.V.C.Patil, “Multihop Routing in Self-Organizing wireless sensor networks” International Journal of Computer Sciences Issues, vol. 8, issue 1, Jan 2011.
[36] LanTien Nguyen, Xavier Defago, RazvanBeuran, Yoichi Shinoda, “An Energy Efficient Routing scheme for Mobile Wireless sensor Networks”, IEEE, ISWCS, pp. 568-572, 2008.
[37] Y.Mao, L.Chengfa, C.Guihai and J. Wu, “EECS: Energy Efficient Clustering scheme in wireless sensor networks,” In:Proceedings of the 24th IEEE International Performance, Computing and Communications Conference (IPCCC), Phoenix, AZ, USA, pp. 535-540, 7-9 April.
[38] V. Loscri, G. Morabito and S. Marano, “A two-levels hierarchy for low-energy adaptive clustering hierarchy (TL-LEACH),” in Proc. IEEE 62nd Vehicular Technology Conference, 2005.

LZW Compression, LEACH, SEP, data aggregation.