Distributed power-source-aware routing in wireless sensor networks

Although many applications use battery-powered sensor nodes, in some applications battery- and mains-powered nodes coexist. In this paper, we present a distributed algorithm that considers using mains-powered devices to increase the lifetime of wireless sensor networks for such heterogeneous deployment scenarios. In the proposed algorithm, a backbone routing structure composed of mains-powered nodes, sink, and battery-powered nodes if required, is constructed to relay data packets to one or more sinks. The algorithm is fully distributed and can handle dynamic changes in the network, such as node additions and removals, as well as link failures. Our extensive ns-2 simulation results show that the proposed method is able to increase the network lifetime up to 40 % compared to the case in which battery- and mains-powered nodes are not differentiated.

[1]  Mani B. Srivastava,et al.  Harvesting aware power management for sensor networks , 2006, 2006 43rd ACM/IEEE Design Automation Conference.

[2]  Vaduvur Bharghavan,et al.  Routing in ad hoc networks using a spine , 1997, Proceedings of Sixth International Conference on Computer Communications and Networks.

[3]  Abhiman Hande,et al.  Indoor solar energy harvesting for sensor network router nodes , 2007, Microprocess. Microsystems.

[4]  Athanasios V. Vasilakos,et al.  CDC: Compressive Data Collection for Wireless Sensor Networks , 2015, IEEE Transactions on Parallel and Distributed Systems.

[5]  Azzedine Boukerche,et al.  Energy-aware data-centric routing in microsensor networks , 2003, MSWIM '03.

[6]  Deborah Estrin,et al.  Geography-informed energy conservation for Ad Hoc routing , 2001, MobiCom '01.

[7]  Athanasios V. Vasilakos,et al.  Compressed data aggregation for energy efficient wireless sensor networks , 2011, 2011 8th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks.

[8]  Pai H. Chou,et al.  AmbiMax: Autonomous Energy Harvesting Platform for Multi-Supply Wireless Sensor Nodes , 2006, 2006 3rd Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks.

[9]  Jie Wu,et al.  Energy-Efficient Backbone Construction, Broadcasting, and Area Coverage in Sensor Networks , 2005, Handbook of Sensor Networks.

[10]  Sanjib Kumar Panda,et al.  Energy Harvesting From Hybrid Indoor Ambient Light and Thermal Energy Sources for Enhanced Performance of Wireless Sensor Nodes , 2011, IEEE Transactions on Industrial Electronics.

[11]  Zhi Ang Eu,et al.  Wireless sensor networks powered by ambient energy harvesting (WSN-HEAP) - Survey and challenges , 2009, 2009 1st International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology.

[12]  Robert Tappan Morris,et al.  Span: An Energy-Efficient Coordination Algorithm for Topology Maintenance in Ad Hoc Wireless Networks , 2001, MobiCom '01.

[13]  Athanasios V. Vasilakos,et al.  A Biology-Based Algorithm to Minimal Exposure Problem of Wireless Sensor Networks , 2014, IEEE Transactions on Network and Service Management.

[14]  Jan M. Rabaey,et al.  Power Sources for Wireless Sensor Networks , 2004, EWSN.

[15]  Athanasios V. Vasilakos,et al.  Cross-Layer Support for Energy Efficient Routing in Wireless Sensor Networks , 2009, J. Sensors.

[16]  Athanasios V. Vasilakos,et al.  Directional routing and scheduling for green vehicular delay tolerant networks , 2012, Wireless Networks.

[17]  Sam Behrens,et al.  Energy Options for Wireless Sensor Nodes , 2008, Sensors.

[18]  Naixue Xiong,et al.  Multi-layer clustering routing algorithm for wireless vehicular sensor networks , 2010, IET Commun..

[19]  Athanasios V. Vasilakos,et al.  Algorithm design for data communications in duty-cycled wireless sensor networks: A survey , 2013, IEEE Communications Magazine.

[20]  Hartmut Ritter,et al.  Utilizing solar power in wireless sensor networks , 2003, 28th Annual IEEE International Conference on Local Computer Networks, 2003. LCN '03. Proceedings..

[21]  Chedly Belhadj-Yahya Energy options for wireless sensors , 2010, 2010 IEEE International Energy Conference.

[22]  Paolo Santi,et al.  Silence Is Golden with High Probability: Maintaining a Connected Backbone in Wireless Sensor Networks , 2004, EWSN.

[23]  J. M. Gilbert,et al.  Comparison of energy harvesting systems for wireless sensor networks , 2008, Int. J. Autom. Comput..

[24]  Ibrahim Korpeoglu,et al.  Power-source-aware backbone routing in wireless sensor networks , 2010, 2010 IEEE International Conference on Communication Systems.

[25]  Deborah Estrin,et al.  ASCENT: adaptive self-configuring sensor networks topologies , 2004, IEEE Transactions on Mobile Computing.

[26]  Werner Feibel The Encyclopedia of Networking , 1996 .

[27]  Jie Wu,et al.  On constructing k-connected k-dominating set in wireless ad hoc and sensor networks , 2006, J. Parallel Distributed Comput..

[28]  Fernando Boavida,et al.  GENSEN: A Topology Generator for Real Wireless Sensor Networks Deployment , 2007, SEUS.

[29]  Witold Pedrycz,et al.  An Evolutionary Multiobjective Sleep-Scheduling Scheme for Differentiated Coverage in Wireless Sensor Networks , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[30]  Yong Ma,et al.  ROP: A Resource Oriented Protocol for Heterogeneous Sensor Networks , 2003 .

[31]  Zbigniew Watral,et al.  Selected problems of power sources for wireless sensors networks [instrumentation notes] , 2013, IEEE Instrumentation & Measurement Magazine.

[32]  Athanasios V. Vasilakos,et al.  EDAL: An Energy-Efficient, Delay-Aware, and Lifetime-Balancing Data Collection Protocol for Wireless Sensor Networks , 2013, 2013 IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems.

[33]  Samir Khuller,et al.  Relay Placement for Higher Order Connectivity in Wireless Sensor Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[34]  Jörg Widmer,et al.  In-network aggregation techniques for wireless sensor networks: a survey , 2007, IEEE Wireless Communications.

[35]  Arrian Prince-Pike Power characterisation of a Zigbee wireless network in a real time monitoring application , 2009 .

[36]  Suresh Singh,et al.  Exploiting heterogeneity in sensor networks , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[37]  Yi Liang,et al.  A Survey on Topology Control in Wireless Sensor Networks: Taxonomy, Comparative Study, and Open Issues , 2008, Proceedings of the IEEE.

[38]  Byeng D. Youn,et al.  Robust segment-type energy harvester and its application to a wireless sensor , 2009 .

[39]  Purushottam Kulkarni,et al.  Energy Harvesting Sensor Nodes: Survey and Implications , 2011, IEEE Communications Surveys & Tutorials.

[40]  Athanasios V. Vasilakos,et al.  EDAL: An Energy-Efficient, Delay-Aware, and Lifetime-Balancing Data Collection Protocol for Heterogeneous Wireless Sensor Networks , 2015, IEEE/ACM Transactions on Networking.

[41]  J.M. Conrad,et al.  A survey of energy harvesting sources for embedded systems , 2008, IEEE SoutheastCon 2008.

[42]  Konstantin Mikhaylov,et al.  Node's Power Source Type Identification in Wireless Sensor Networks , 2011, 2011 International Conference on Broadband and Wireless Computing, Communication and Applications.