Data Gathering Algorithms for Wireless Sensor Networks: A Survey

Recent developments in processor, memory and radio technology have enabled wireless sensor networks which are deployed to collect useful information from an area of interest. The sensed data must be gathered and transmitted to a base station where it is further processed for end-user queries. Since the network consists of low-cost nodes with limited battery power, power efficient methods must be employed for data gathering and aggregation in order to achieve long network lifetimes. In an environment where in a round of communication each of the sensor nodes has data to send to a base station, it is important to minimize the total energy consumed by the system in a round so that the system lifetime is maximized. With the use of data fusion and aggregation techniques, while minimizing the total energy per round, if power consumption per node can be balanced as well, a near optimal data gathering and routing scheme can be achieved in terms of network lifetime. Several application specific sensor network data gathering protocols have been proposed in research literatures. However, most of the proposed algorithms have been some attention to the related network lifetime and saving energy are two critical issues for wireless sensor networks. In this paper we have explored general network lifetime in wireless sensor networks and made an extensive study to categorize available data gathering techniques and analyze possible network lifetime on them.

[1]  Yunlong Zhu,et al.  A Multi-Layered Energy-Efficient and Delay-Reduced Chain-Based Data Gathering Protocol for Wireless Sensor Network , 2008, 2008 IEEE/ASME International Conference on Mechtronic and Embedded Systems and Applications.

[2]  Ying Liang,et al.  An energy-efficient clustering algorithm for data gathering and aggregation in sensor networks , 2009, 2009 4th IEEE Conference on Industrial Electronics and Applications.

[3]  Sunil K. Narang,et al.  Unidirectional graph-based wavelet transforms for efficient data gathering in sensor networks , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[4]  Yi-hua Zhu,et al.  An energy-efficient data gathering algorithm to prolong lifetime of wireless sensor networks , 2010, Comput. Commun..

[5]  Soyoung Hwang,et al.  Energy-Aware Data Gathering in Wireless Sensor Networks , 2009, 2009 6th IEEE Consumer Communications and Networking Conference.

[6]  Mrigendra P. Singh,et al.  A Top-down Hierarchical Multi-hop Secure Routing Protocol for Wireless Sensor Networks , 2010 .

[7]  N. Sarma,et al.  SECURITY ISSUES IN WIRELESS SENSOR NETWORK DATA GATHERING PROTOCOLS: A SURVEY , 2010 .

[8]  Ann Nowé,et al.  Lifetime optimization for wireless sensor networks with correlated data gathering , 2010, 8th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks.

[9]  B. Amutha,et al.  Localization Algorithm Using Varying Speed Mobile Sink for Wireless Sensor Networks , 2010 .

[10]  Michael Segal,et al.  Real-time data gathering in sensor networks , 2010, Discret. Appl. Math..

[11]  T. Jayanthy,et al.  An Analysis of Various Parameters in Wireless Sensor Networks Using Adaptive FEC Technique , 2010 .

[12]  Ibrahim Korpeoglu,et al.  Power efficient data gathering and aggregation in wireless sensor networks , 2003, SGMD.

[13]  Keqiu Li,et al.  Energy-efficient and high-accuracy secure data aggregation in wireless sensor networks , 2011, Comput. Commun..

[14]  Hao Jutao,et al.  Spatial Correleration Clustering Algorithm for Data Gathering in Wireless Sensor Networks , 2010, 2010 Second International Conference on Networks Security, Wireless Communications and Trusted Computing.

[15]  Bhaskar Krishnamachari,et al.  An adaptive energy-efficient and low-latency MAC for data gathering in wireless sensor networks , 2004, 18th International Parallel and Distributed Processing Symposium, 2004. Proceedings..

[16]  Wei Zhao,et al.  A novel energy-efficient data gathering algorithm for wireless sensor networks , 2010, 2010 8th World Congress on Intelligent Control and Automation.

[17]  Gang Liu,et al.  Energy-efficient cooperative data aggregation for wireless sensor networks , 2010, J. Parallel Distributed Comput..

[18]  Sung-Hwa Hong,et al.  An efficient data gathering routing protocol in sensor networks using the integrated gateway node , 2010, IEEE Transactions on Consumer Electronics.

[19]  Parikshit Yadav,et al.  A Robust Harmony Search Algorithm Based Clustering Protocol for Wireless Sensor Networks , 2010, 2010 IEEE International Conference on Communications Workshops.

[20]  Ayon Chakraborty,et al.  An Energy Efficient Scheme for Data Gathering in Wireless Sensor Networks Using Particle Swarm Optimization , 2010, ArXiv.

[21]  Jasmine Norman,et al.  A Faster Routing Scheme for Stationary Wireless Sensor Networks - A Hybrid Approach , 2010, ArXiv.

[22]  P. Samundiswary,et al.  Secured Greedy Perimeter Stateless Routing for Wireless Sensor Networks , 2010, ArXiv.

[23]  Ayman Mohammd Brisha Classifying Sensors Depending on their IDs to Reduce Power Consumption in Wireless Sensor Networks , 2010, Int. J. Online Eng..

[24]  Zi-Wei Zheng,et al.  An energy-effective clustering algorithm for multilevel energy heterogeneous wireless sensor networks , 2010, 2010 2nd International Conference on Advanced Computer Control.

[25]  Chiu-Kuo Liang,et al.  Steiner Points Routing Protocol for Wireless Sensor Networks , 2010, 2010 5th International Conference on Future Information Technology.

[26]  Shijue Zheng,et al.  Energy balancing routing algorithm based on HGACA in WSNs , 2010, 2010 2nd International Conference on Computer Engineering and Technology.

[27]  Yunhao Liu,et al.  Energy-Efficient Wake-Up Scheduling for Data Collection and Aggregation , 2010, IEEE Transactions on Parallel and Distributed Systems.

[28]  Yunsheng Liu,et al.  Data gathering routing algorithm based on energy level in wireless sensor networks , 2010, 2010 2nd International Conference on Future Computer and Communication.

[29]  Jianer Chen,et al.  A Delay-Constrained and Maximum Lifetime Data Gathering Algorithm for Wireless Sensor Networks , 2009, 2009 Fifth International Conference on Mobile Ad-hoc and Sensor Networks.