A differential evolution-based routing algorithm for environmental monitoring wireless sensor networks

Sensors

Volumn 10, Issue 6, 2010, Pages 5425-5442

  Li, Xiaofang ^a   Xu, Lizhong ^a   Wang, Huibin ^a   Song, Jie ^a   Yang, Simon X ^b  

^a HOHAI UNIVERSITY   (China)

^b UNIVERSITY OF GUELPH   (Canada)

Author keywords

Differential evolution algorithm; Environmental monitoring; LEACH protocol; Meteorological and hydrological telemetry; Wireless sensor networks

Indexed keywords

DIFFERENTIAL EVOLUTION; DIFFERENTIAL EVOLUTION ALGORITHMS; DISTANCE DISTRIBUTIONS; ENVIRONMENTAL MONITORING; LEACH PROTOCOLS; MONITORING APPLICATIONS; OUTDOOR ENVIRONMENT; WETLAND ECOLOGICAL ENVIRONMENT;

ENERGY EFFICIENCY; ENVIRONMENTAL ENGINEERING; EVOLUTIONARY ALGORITHMS; LEACHING; ROUTING ALGORITHMS; ROUTING PROTOCOLS; SYSTEM STABILITY; WIRELESS SENSOR NETWORKS;

SENSOR NODES;

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; CLUSTER ANALYSIS; COMPUTER NETWORK; ENVIRONMENTAL MONITORING; HUMAN; INSTRUMENTATION; REMOTE SENSING; THEORETICAL MODEL; TIME; WIRELESS COMMUNICATION;

ALGORITHMS; CLUSTER ANALYSIS; COMPUTER COMMUNICATION NETWORKS; ENVIRONMENTAL MONITORING; HUMANS; MODELS, BIOLOGICAL; MODELS, THEORETICAL; REMOTE SENSING TECHNOLOGY; TIME FACTORS; WIRELESS TECHNOLOGY;

EID: 77954778932     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s100605425     Document Type: Article

References (20)

1. Chatterjea, S.; Havinga, P. Improving Temporal Coverage of an Energy-Efficient Data Extraction Algorithm for Environmental Monitoring Using Wireless Sensor Networks. Sensors 2009, 9, 4941-4954.
2. Mainwaring, A.; Culler, D.; Polastre, J.; Szewczyk, R.; Anderson, J. Wireless sensor networks for habitat monitoring. In Proceedings of WSNA'02, Atlanta, Georgia, USA, September 2002; pp. 88-97.
3. Grimes, C.A.; Mungle, C.S.; Zeng, K.; Jain, M.K.; Dreschel, W.R.; Paulose, M.; Ong, K.G. Wireless Magnetoelastic Resonance Sensors: A Critical Review. Sensors 2002, 2, 294-313.
4. Jiang, J.A.; Chen, C.P.; Chuang, C.L.; Lin, T.S.; Tseng, C.L.; Yang, E.C.; Wang, Y.C. CoCMA: Energy-Efficient Coverage Control in Cluster-Based Wireless Sensor Networks Using a Memetic Algorithm. Sensors 2009, 9, 4918-4940.
5. Akyildiz, I.F.; Su, W.; Sankarasubramaniam, Y.; Cayirci, E. Survey on Sensor Networks. IEEE Commun. Mag. 2002, 4, 102-114.
6. Kulik, J.; Heinzelman, W.R.; Balakrishnan, H. Negotiation-based Protocols for Dis-seminating Information in Wireless Sensor Networks. Wirel. Netw. 2002, 8, 169-185.
7. Shepard, T. A Channel Access Scheme for Large Dense Packet Radio Networks. ACM SIGCOMM Comp. Commun. Rev. 1996, 26, 219-230.
8. Intanagonwiwat, C.; Govindan, R.; Estrin, D. Directed Diffusion: A Scalable and Robust Communication Paradigm for Sensor Networks. In Proceedings of ACM MobiCom'00, Boston, MA, USA, August 2000; pp. 56-67.
9. Akkaya, K.; Younis, M. A Survey on Routing Protocols for Wireless Sensor Networks. Ad. Hoc. Networks 2005, 3, 325-456.
10. Liu, B.; Wang, L.; Jin, Y. Advances in Differential Evolution. CHIN. J. Control Decision 2007, 22, 721-729.
11. Heinzalman, W.; Chandrakasan, A.; Balakrishnan, H. Energy-Efficient Communication Protocol for Wireless Microsensor Networks. In Proceedings of the 33rd Annual Hawaii Int'l Conference on System Sciences, Maui, 1999; IEEE Computer Society: Los Alamitos, CA, USA, 2000; pp. 3005-3014.
12. Heinzelman, W.; Chandrakasan, A.; Balakrishnan, H. An Application-Specific Protocol Architecture for Wireless Microsensor Networks. IEEE Trans. Wireless Commun. 2002, 1, 660-670.
13. Heinzelman, W.B. An Application-Specific Protocol Architecture for Wireless Micro-sensor Networks. IEEE Trans. Wirel. Commun. 2002, 1, 660-670.
14. Zhang, W.H.; Li, L.Y.; Zhang, L.M.; Wang, X.Z. Energy Consumption Balance Improvement of LEACH of WSN. Chin. J. Sens. Actuat. 2008, 11, 1918-1922.
15. Xing, Y.B.; Shi, H.S.; Zhao, H.G. Improvement of LEACH Protocol Based on Spare Nodes for Wireless Sensor Networks. Chin. J. Sens. Actuat. 2007, 07, 1592-1596.
16. Storn, R.; Price, K. Differential Evolution-A Simple and Efficient Adaptive Scheme for Global Optimization over Continuous Spaces; Technical Report TR-95-012; International Computer Science Institute: Berkeley, CA, USA, 1995.
17. Storn, R.; Price, K. Differential Evolution-A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces. J. Global Optim. 1997, 11, 341-359.
18. Meng, H.; Zhang, X.; S. Liu, A. Differential Evolution Based on Double Populations for Constrained Multi-Objective Optimization Problem. Chin. J. Comput. 2008, 2, 228-235.
19. Magnuszewski, P.; Sendzimir, J.; Kronenberg, J. Conceptual Modeling for Adaptive Environmental Assessment and Management in the Barycz Valley, Lower Silesia, Poland. Int. J. Environ. Res. Public Health 2005, 2, 194-203.
20. Ho, C.K.; Hughes, R.C. In-Situ Chemiresistor Sensor Package for Real-Time Detection of Volatile Organic Compounds in Soil and Groundwater. Sensors 2002, 2, 23-34.