Técnicas de Optimización de Consumo Energético en Redes de Sensores Inalámbricos y Modelado Energético Básico de Nodos Sensores
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Jul 23, 2015
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Resumo
Uno de los temas de estudio e investigación que más se ha tratado en los últimos años, se refiere a las redes de sensores inalámbricas (WSN), en la búsqueda de la literatura se puede observar que la mayoría de publicaciones y estudios se centra en el mejoramiento de la eficiencia energética y el tiempo de vida de la red, atacando varios puntos esenciales de la misma. En este artículo se abordarán las principales técnicas para lograr este cometido, se define además, un modelo básico de consumo y se introduce el concepto de “Energía por ciclo” en WSN.
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Como Citar
Mora-Rodríguez, C. E., Ferro-Escobar, R., & Martínez, C. A. (2015). Técnicas de Optimización de Consumo Energético en Redes de Sensores Inalámbricos y Modelado Energético Básico de Nodos Sensores. Ingenio Magno, 5(1), 41-51. Recuperado de http://revistas.ustatunja.edu.co/index.php/ingeniomagno/article/view/878
Seção
Articulos Vol. 5
DECLARACIÓN DE ORIGINALIDAD DE ARTÍCULO PRESENTADO
Por medio del presente documento, certifico(amos) que el artículo que se presenta para posible publicación en la revista institucional INGENIO MAGNO del Centro de Investigaciones de Ingeniería Alberto Magno CIIAM de la Universidad Santo Tomás, seccional Tunja, es de mi (nuestra) entera autoría, siendo su contenido producto de mi (nuestra) directa contribución intelectual y aporte al conocimiento.
Todos los datos y referencias a publicaciones hechas están debidamente identificados con su respectiva nota bibliográfica y en las citas que se destacan como tal. De requerir alguna clase de ajuste o corrección, comunicaré(emos) de tal procedimiento con antelación a los responsables de la revista.
Por lo anteriormente expresado, declaro(amos) que el material presentado en su totalidad se encuentra conforme a la legislación aplicable en materia de propiedad intelectual e industrial de ser el caso, y por lo tanto, me(nos) hago (hacemos) absolutamente responsable(s) de cualquier reclamación relacionada a esta.
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Referências
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Thandar Thein, Sung-Do Chi, Jong Sou Park, (2008) Increasing Availability and survivability of Cluster Heads in WSN. 3rd International Conference on Grid and Pervasive Computing.
Deqiang Cheng, Yu Jin. (2008). A Catenulate Hierarchy WSN Topology Control Algorithm in coal face. Wireless Communications, Networking and Mobile Computing.
Ricardo V. Adilson M. Fábio F. (2010). A WSN energy management architecture applied to the Amazonian region. 7th International conference on Information technology.
Muhammad P. Steven D. Olivier S. (2010). A complete Design–Flow for the generation of Ultra-Low Power WSN Node Architecture based on micro-tasking. Design Automation Conference (DAC).
Yang Tao, Lian-yong Yuan. (2008). Optimized coverage algorithm in WSN based on Energy Balance. 11th IEEE Singapore International Conference on Communication Systems.
Cüneyt Sevgi, Altan Kocyigit. (2009). An Optimal Network dimensioning and initial energy assignment minimizing the monetary cost of a heterogeneous WSN. 6th International Symposium on Wireless Communication Systems.
A. Merentitis, A. Paschalis, D. Gizopoulos, N. Kranitis. (2010). Energy Optimal On-Line Self-Test of microprocessor in WSN Nodes. IEEE International Conference on Computer Design (ICCD).
Muhammad A. Steven D. Olivier S. (2010). A novel Approach for Ultra-Low Power WSN node generation. IET Irish Signals and Systems Conference.
Yu Xiao, Xiaoyan Cui, Hang Li, Teng Xi. (2010). A protocol simplifying mechanism for a WSN Module. International Conference on Electronics and Information Engineering.
Baoquian Kan, Li Cai, Lei Zhao, YongjunXu. (2007). Energy Efficient Design of WSN Based on An Accurate Power Consumption model. International Conference on Wireless Communications, Networking and Mobile Computing.
Jongdeog Lee, Krasimira K. Sang H. Son. (2010). The price of Security in WSN. Computer Networks Vol. 54, pag 2967-2978.
Definición de 6lowpan en la página de internet: http://datatracker.ietf.org/wg/6lowpan/
F. Lavratti, L. Bolzani, F. Vargas. (2010). Evaluating a Triansmission Power Self- Optimization Technique for WSN in EMI Environments. Euromicro Conference in Digital System Desing.
Karim A. Mohammad A. Mohammad H. (2009). A Gateway-based framework for transparent interconnection between WSN and IP Network. IEEE EUROCON, 2009.
María C. Juan N. Jesús L. (2009). A security and privacy survey for WSN in e-health Applications. Robotics, electronics and Automotive Mechanics Conference, 2009.
Quian-Bin Chen, Hai-Jun Hu, Ya-Lai Zhao, Rong Chai. (2010). HIP-Based Network Mobility Management for WSN. IEEE Youth Conference on Information Computing and Telecommunications, 2010.
Motaharul Islam, Mohammad Hassan, Eui-Nam Huh. (2010). Sensor Proxy Mobile IPv6 (SPMIPv6) – A Framework of mobility supported IP-WSN. 13th International Conference on Computer and Information Technology.
Qin Wang, Woodward Yang. (2007). Energy Consumption Model for Power Management in WSN. IEEE SECON, 2007.
Yan Kheng, Sanjib Kumar. (2010). Review of Energy harvesting Technologies for sustainable WSN. Sustainable Wireless Sensor Networks, IN-TECH, Chapter 2.
Xiaodong Xian, Weiren Shi, He Huang. (2008). Comparison of OMNET ++ and other simulator for WSN Simulation. IEEE Conference on Industrial Electronics and applications.
Antoine-Santoni T. Santucci J.F. De Gentili. E. Costa B. (2008). DEVS-WSN: A discete event approach for WSN Simulation. IEEE/ACS International Conference on Computer Systems and Applications.
Vieira Duarte, Martins Francisco. (2010). Automatic Generation of WSN Simulations: From Callas Applications to VisualSense Models. Fourth International Conference on Sensor Technologies and Applications.
D. Baghyalakshmi, Jemimah Ebenezer, S.A.V. Satyamurt. (2011). WSN Based Temperature monitoring for High Performance Computing Cluster. IEEE- International Conference on recent Trends in information Technology.
Samar Sajadian, Alia Ibrahim, Edison Pignaton de Freitas, Tony Larsson. (2011). Improving Connectivity of Nodes in Mobile WSN. International Conference on Advanced Information Networking and Applications.
Cao Hua, Chen JiazhonG. (2010). Service-Oriented transparent Interconnection between Data-Centric WSN and IP Networks. International Conference on Electrical and Control Engineering.
Peng Lei, Zeng Jiazhi, Yuan Hai, Li Huiyun. (2007). WSM: Introduction, Design and Case Study. International Conference on Wireless Communications, Networking and mobile Computing.
Jiong Wang, Sirisha Medidi. (2007). Energy Efficient coverage with variable sensing Radii in WSN. IEEE International Conference on Wireless and Mobile Computing, Networking and Communications.
Tongjuan Liu, Jun Liu, Bingwu Liu. (2010). Design of Intelligent warehouse Measurement and control system Based on Zigbee WSN. IEEE International Conference on Mechatronics and Automation.
Daozong Sun, Sheng Jiang, Weixing Wang, Jingchi Tang. (2010). WSN Design and implementation in a Tea Plantation for Drought Monitoring. International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery.
Di Pietro Roberto, Mancini Luigi V. Mei Alessandro. (2006). Energy Efficient nodeto- node authentication and communication confidentiality in wireless sensor networks. Wireless Networks, Volume 6.
Xiaoyan Cui, Xiaodong Zhang, Yongkai Shang. (2007). Energy-saving Strategies of Wireless Sensor Networks. IEEE 2007International Symposium on Microwave, Antenna, Propagation, and EMC Technologies for Wireless Communications.
Hongyu Chu, Zhijiang Xie, Yanhua Shao, Qin Liu, Zengzhen Mi. (2010). Design and Implement of WSN Based on Bluetooth and Embedded System. International Conference on Computer Application and System Modeling.
A. S. Raghuvanshi, S. Tiwari, R. Tripathi, N. Kishor. (2010). Optimal Number of Clusters in Wireless Sensor Networks: An FCM Approach. International Conference on Computer and Communication Technology.
Leander B. Hormann, Philipp M. Glatz, Christian Steger and Reinhold Weiss. (2011). Designing of Efficient Energy Harvesting Systems for Autonomous WSNs Using a Tier Model. 18th International Conference on Telecommunications.
Xuefeng Liu, Jiannong Cao, Steven Lai, Chao Yang, Hejun Wu, You Lin Xu. (2011). Energy Efficient Clustering for WSN-Based Structural Health Monitoring, IEEE INFOCON, 2011.
Sun Junying, Jin Huilong. (2011). Intelligent Design in Fire Prevention Based on WSN. 2011 International Conference on Uncertainty Reasoning and Knowledge Engineering.
Zheng Zhou, Gang Qu. (2011). An Energy Efficient Adaptive Event Detection Scheme for Wireless Sensor Network. IEEE International Conference on Application-Specific Systems. Architectures and Processors (ASAP).
Walravens Cedric, Dehaene Wim. (2012) Design of a Low-Energy Data Processing Architecture for WSN Nodes. Design, Automation and Test in Europe Conference and Exhibition.
R. Alageswaran, R. Usha, R. Gayathridevi, G. Kiruthika. (2012). Design and Implementation of Dynamic Sink Node Placement using particle Swarm Optimization for Life Time Maximization of WSN applications. IEEEInternational Conference on Advances in Engineering, Science and Management.
Madureira Heider, Medeiro José Edil, Da Costa José C. Bessera Gilmar S. (2011). System-Level power Consumption modeling of a SOC for WSN applications. International Conference on Networked Embedded Systems for Enterprise Applications.
Song Ping, Chen Chang, Kejie Li and Li Sui. (2008). The Design and Realization of Embedded Gateway Based on WSN. International Conference on Computer Science and Software Engineering.
Hänninen Markku, Suhonen Jukka, Hämäläinen Timo D. Hännikäinen Marko. (2001). Practical Monitoring and analysis tool for WSN. Conference on Design and Architectures for signal and Image processing.
Song, Jihong. (2011). The application of WSN Technology in the space location System. 4th International Congress on Image and Signal Processing.
Moreira Nuno, Venda Marco, Silva Catarina, Marcelino Luis, Pereira Antonio. (2011). Sensor – Mobile Application to Monitor a WSN. 6th Iberian Conference on Information Systems and Technologies.
Mubarak T. Mohamed, Satta Syed, Rao G. Appa, M Sajitha. (2011). Intrusion Detection: An Energy Efficient approach in Heterogeneous WSN. International Conference on Emerging Trends in Electrical and Computer Technology.
Castagnetti Andrea, Pegatoquet Alain, Belleudy Cecile, Auguin Michel. (2012). An Eficient state of charge prediction model for solar harvesting WSN Platforms. 9th International Conference on Systems, Signals and Image Processing.
Zhong Hui, Qian Zhi-hong, Liu Ying, Wang Xue, Wang Yi-jun. (2010). Modeling on Prediction of WSN Sleep Scheduling: A Preliminary Study. 2n International Conference of Software Engineering and Data Mining.
Pellenz Marcelo, Jamhour Edgard, Pereira Marcos, Souza Richard (2013). An Outagebased Method for Planning Wireless Sensor Mesh Networks. International Symposium on wireless and Pervasive computing.
Didioui Amine, Bernier Carolynn, Morche Dominique, Sentieys Olivier. (2013). HarvWSNet: A Co-Simulation Framework for Energy Harvesting Wireless Sensor Networks. International Conference on Computing, Networking and Communications, Wireless Ad Hoc and Sensor Networks Symposium.
L.M.Kamarudin, R.B.Ahmad, B.L.Ong, A. Zakaria, D. Ndzi. (2010). Modeling and Simulation of near-earth Wireless Sensor Networks for Agriculture based Application using OMNeT++. International Conference on Computer Applications and Industrial Electronics.
Thandar Thein, Sung-Do Chi, Jong Sou Park, (2008) Increasing Availability and survivability of Cluster Heads in WSN. 3rd International Conference on Grid and Pervasive Computing.
Deqiang Cheng, Yu Jin. (2008). A Catenulate Hierarchy WSN Topology Control Algorithm in coal face. Wireless Communications, Networking and Mobile Computing.
Ricardo V. Adilson M. Fábio F. (2010). A WSN energy management architecture applied to the Amazonian region. 7th International conference on Information technology.
Muhammad P. Steven D. Olivier S. (2010). A complete Design–Flow for the generation of Ultra-Low Power WSN Node Architecture based on micro-tasking. Design Automation Conference (DAC).
Yang Tao, Lian-yong Yuan. (2008). Optimized coverage algorithm in WSN based on Energy Balance. 11th IEEE Singapore International Conference on Communication Systems.
Cüneyt Sevgi, Altan Kocyigit. (2009). An Optimal Network dimensioning and initial energy assignment minimizing the monetary cost of a heterogeneous WSN. 6th International Symposium on Wireless Communication Systems.
A. Merentitis, A. Paschalis, D. Gizopoulos, N. Kranitis. (2010). Energy Optimal On-Line Self-Test of microprocessor in WSN Nodes. IEEE International Conference on Computer Design (ICCD).
Muhammad A. Steven D. Olivier S. (2010). A novel Approach for Ultra-Low Power WSN node generation. IET Irish Signals and Systems Conference.
Yu Xiao, Xiaoyan Cui, Hang Li, Teng Xi. (2010). A protocol simplifying mechanism for a WSN Module. International Conference on Electronics and Information Engineering.
Baoquian Kan, Li Cai, Lei Zhao, YongjunXu. (2007). Energy Efficient Design of WSN Based on An Accurate Power Consumption model. International Conference on Wireless Communications, Networking and Mobile Computing.
Jongdeog Lee, Krasimira K. Sang H. Son. (2010). The price of Security in WSN. Computer Networks Vol. 54, pag 2967-2978.
Definición de 6lowpan en la página de internet: http://datatracker.ietf.org/wg/6lowpan/
F. Lavratti, L. Bolzani, F. Vargas. (2010). Evaluating a Triansmission Power Self- Optimization Technique for WSN in EMI Environments. Euromicro Conference in Digital System Desing.
Karim A. Mohammad A. Mohammad H. (2009). A Gateway-based framework for transparent interconnection between WSN and IP Network. IEEE EUROCON, 2009.
María C. Juan N. Jesús L. (2009). A security and privacy survey for WSN in e-health Applications. Robotics, electronics and Automotive Mechanics Conference, 2009.
Quian-Bin Chen, Hai-Jun Hu, Ya-Lai Zhao, Rong Chai. (2010). HIP-Based Network Mobility Management for WSN. IEEE Youth Conference on Information Computing and Telecommunications, 2010.
Motaharul Islam, Mohammad Hassan, Eui-Nam Huh. (2010). Sensor Proxy Mobile IPv6 (SPMIPv6) – A Framework of mobility supported IP-WSN. 13th International Conference on Computer and Information Technology.
Qin Wang, Woodward Yang. (2007). Energy Consumption Model for Power Management in WSN. IEEE SECON, 2007.
Yan Kheng, Sanjib Kumar. (2010). Review of Energy harvesting Technologies for sustainable WSN. Sustainable Wireless Sensor Networks, IN-TECH, Chapter 2.
Xiaodong Xian, Weiren Shi, He Huang. (2008). Comparison of OMNET ++ and other simulator for WSN Simulation. IEEE Conference on Industrial Electronics and applications.
Antoine-Santoni T. Santucci J.F. De Gentili. E. Costa B. (2008). DEVS-WSN: A discete event approach for WSN Simulation. IEEE/ACS International Conference on Computer Systems and Applications.
Vieira Duarte, Martins Francisco. (2010). Automatic Generation of WSN Simulations: From Callas Applications to VisualSense Models. Fourth International Conference on Sensor Technologies and Applications.
D. Baghyalakshmi, Jemimah Ebenezer, S.A.V. Satyamurt. (2011). WSN Based Temperature monitoring for High Performance Computing Cluster. IEEE- International Conference on recent Trends in information Technology.
Samar Sajadian, Alia Ibrahim, Edison Pignaton de Freitas, Tony Larsson. (2011). Improving Connectivity of Nodes in Mobile WSN. International Conference on Advanced Information Networking and Applications.
Cao Hua, Chen JiazhonG. (2010). Service-Oriented transparent Interconnection between Data-Centric WSN and IP Networks. International Conference on Electrical and Control Engineering.
Peng Lei, Zeng Jiazhi, Yuan Hai, Li Huiyun. (2007). WSM: Introduction, Design and Case Study. International Conference on Wireless Communications, Networking and mobile Computing.
Jiong Wang, Sirisha Medidi. (2007). Energy Efficient coverage with variable sensing Radii in WSN. IEEE International Conference on Wireless and Mobile Computing, Networking and Communications.
Tongjuan Liu, Jun Liu, Bingwu Liu. (2010). Design of Intelligent warehouse Measurement and control system Based on Zigbee WSN. IEEE International Conference on Mechatronics and Automation.
Daozong Sun, Sheng Jiang, Weixing Wang, Jingchi Tang. (2010). WSN Design and implementation in a Tea Plantation for Drought Monitoring. International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery.
Di Pietro Roberto, Mancini Luigi V. Mei Alessandro. (2006). Energy Efficient nodeto- node authentication and communication confidentiality in wireless sensor networks. Wireless Networks, Volume 6.
Xiaoyan Cui, Xiaodong Zhang, Yongkai Shang. (2007). Energy-saving Strategies of Wireless Sensor Networks. IEEE 2007International Symposium on Microwave, Antenna, Propagation, and EMC Technologies for Wireless Communications.
Hongyu Chu, Zhijiang Xie, Yanhua Shao, Qin Liu, Zengzhen Mi. (2010). Design and Implement of WSN Based on Bluetooth and Embedded System. International Conference on Computer Application and System Modeling.
A. S. Raghuvanshi, S. Tiwari, R. Tripathi, N. Kishor. (2010). Optimal Number of Clusters in Wireless Sensor Networks: An FCM Approach. International Conference on Computer and Communication Technology.
Leander B. Hormann, Philipp M. Glatz, Christian Steger and Reinhold Weiss. (2011). Designing of Efficient Energy Harvesting Systems for Autonomous WSNs Using a Tier Model. 18th International Conference on Telecommunications.
Xuefeng Liu, Jiannong Cao, Steven Lai, Chao Yang, Hejun Wu, You Lin Xu. (2011). Energy Efficient Clustering for WSN-Based Structural Health Monitoring, IEEE INFOCON, 2011.
Sun Junying, Jin Huilong. (2011). Intelligent Design in Fire Prevention Based on WSN. 2011 International Conference on Uncertainty Reasoning and Knowledge Engineering.
Zheng Zhou, Gang Qu. (2011). An Energy Efficient Adaptive Event Detection Scheme for Wireless Sensor Network. IEEE International Conference on Application-Specific Systems. Architectures and Processors (ASAP).
Walravens Cedric, Dehaene Wim. (2012) Design of a Low-Energy Data Processing Architecture for WSN Nodes. Design, Automation and Test in Europe Conference and Exhibition.
R. Alageswaran, R. Usha, R. Gayathridevi, G. Kiruthika. (2012). Design and Implementation of Dynamic Sink Node Placement using particle Swarm Optimization for Life Time Maximization of WSN applications. IEEEInternational Conference on Advances in Engineering, Science and Management.
Madureira Heider, Medeiro José Edil, Da Costa José C. Bessera Gilmar S. (2011). System-Level power Consumption modeling of a SOC for WSN applications. International Conference on Networked Embedded Systems for Enterprise Applications.
Song Ping, Chen Chang, Kejie Li and Li Sui. (2008). The Design and Realization of Embedded Gateway Based on WSN. International Conference on Computer Science and Software Engineering.
Hänninen Markku, Suhonen Jukka, Hämäläinen Timo D. Hännikäinen Marko. (2001). Practical Monitoring and analysis tool for WSN. Conference on Design and Architectures for signal and Image processing.
Song, Jihong. (2011). The application of WSN Technology in the space location System. 4th International Congress on Image and Signal Processing.
Moreira Nuno, Venda Marco, Silva Catarina, Marcelino Luis, Pereira Antonio. (2011). Sensor – Mobile Application to Monitor a WSN. 6th Iberian Conference on Information Systems and Technologies.
Mubarak T. Mohamed, Satta Syed, Rao G. Appa, M Sajitha. (2011). Intrusion Detection: An Energy Efficient approach in Heterogeneous WSN. International Conference on Emerging Trends in Electrical and Computer Technology.
Castagnetti Andrea, Pegatoquet Alain, Belleudy Cecile, Auguin Michel. (2012). An Eficient state of charge prediction model for solar harvesting WSN Platforms. 9th International Conference on Systems, Signals and Image Processing.
Zhong Hui, Qian Zhi-hong, Liu Ying, Wang Xue, Wang Yi-jun. (2010). Modeling on Prediction of WSN Sleep Scheduling: A Preliminary Study. 2n International Conference of Software Engineering and Data Mining.
Pellenz Marcelo, Jamhour Edgard, Pereira Marcos, Souza Richard (2013). An Outagebased Method for Planning Wireless Sensor Mesh Networks. International Symposium on wireless and Pervasive computing.
Didioui Amine, Bernier Carolynn, Morche Dominique, Sentieys Olivier. (2013). HarvWSNet: A Co-Simulation Framework for Energy Harvesting Wireless Sensor Networks. International Conference on Computing, Networking and Communications, Wireless Ad Hoc and Sensor Networks Symposium.
L.M.Kamarudin, R.B.Ahmad, B.L.Ong, A. Zakaria, D. Ndzi. (2010). Modeling and Simulation of near-earth Wireless Sensor Networks for Agriculture based Application using OMNeT++. International Conference on Computer Applications and Industrial Electronics.