LBA: Lifetime balanced data aggregation in low duty cycle sensor networks

This paper proposes LBA, a lifetime balanced data aggregation scheme for asynchronous and duty cycle sensor networks under an application-specific requirement of end-to-end data delivery delay bound. In contrast to existing aggregation schemes that focus on reducing the energy consumption and extending the operational lifetime of each individual node, LBA has a unique design goal to balance the nodal lifetime and thus prolong the network lifetime more effectively. To achieve this goal in a distributed manner, LBA adaptively adjusts the aggregation holding time between neighboring nodes to balance their nodal lifetime; as such balancing take place in all neighborhoods, nodes in the entire network can gradually adjust their nodal lifetime towards the globally balanced status. Experimental studies on a sensor network testbed shows that LBA can achieve the design goal, yield longer network lifetime than other non-adaptive and nodal lifetime-unaware data aggregation schemes, and approach the theoretical upperbound performance, especially when nodes have highly different nodal lifetime.

[1]  Umakishore Ramachandran,et al.  DFuse: a framework for distributed data fusion , 2003, SenSys '03.

[2]  Leandros Tassiulas,et al.  Energy conserving routing in wireless ad-hoc networks , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[3]  Prasun Sinha,et al.  On the Potential of Structure-Free Data Aggregation in Sensor Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[4]  Ness B. Shroff,et al.  Maximizing aggregated revenue in sensor networks under deadline constraints , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[5]  Eric Anderson,et al.  X-MAC: a short preamble MAC protocol for duty-cycled wireless sensor networks , 2006, SenSys '06.

[6]  Wei Hong,et al.  TinyDB: an acquisitional query processing system for sensor networks , 2005, TODS.

[7]  Omer Gurewitz,et al.  RI-MAC: a receiver-initiated asynchronous duty cycle MAC protocol for dynamic traffic loads in wireless sensor networks , 2008, SenSys '08.

[8]  Andreas Terzis,et al.  Design and evaluation of a versatile and efficient receiver-initiated link layer for low-power wireless , 2010, SenSys '10.

[9]  Tarek F. Abdelzaher,et al.  AIDA: Adaptive application-independent data aggregation in wireless sensor networks , 2004, TECS.

[10]  Katia Obraczka,et al.  The impact of timing in data aggregation for sensor networks , 2004, 2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577).

[11]  Leandros Tassiulas,et al.  Maximum lifetime routing in wireless sensor networks , 2004, IEEE/ACM Transactions on Networking.

[12]  Joongseok Park,et al.  Maximum Lifetime Routing In Wireless Sensor Networks ∗ , 2005 .

[13]  Prasun Sinha,et al.  Scalable data aggregation for dynamic events in sensor networks , 2006, SenSys '06.

[14]  Leen Stougie Latency Constrained Aggregation in Sensor Networks , 2006, ICTON 2006.

[15]  Alhussein A. Abouzeid,et al.  Optimal Policies for Distributed Data Aggregation in Wireless Sensor Networks , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.

[16]  Ness B. Shroff,et al.  On the Construction of a Maximum-Lifetime Data Gathering Tree in Sensor Networks: NP-Completeness and Approximation Algorithm , 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

[17]  Philip Levis,et al.  Collection tree protocol , 2009, SenSys '09.

[18]  Prasun Sinha,et al.  Structure-Free Data Aggregation in Sensor Networks , 2007, IEEE Transactions on Mobile Computing.

[19]  Wei Hong,et al.  Proceedings of the 5th Symposium on Operating Systems Design and Implementation Tag: a Tiny Aggregation Service for Ad-hoc Sensor Networks , 2022 .

[20]  Cunqing Hua,et al.  Optimal Routing and Data Aggregation for Maximizing Lifetime of Wireless Sensor Networks , 2008, IEEE/ACM Transactions on Networking.

[21]  Wei Wang,et al.  Using mobile relays to prolong the lifetime of wireless sensor networks , 2005, MobiCom '05.

[22]  Qiao Xiang,et al.  When In-Network Processing Meets Time: Complexity and Effects of Joint Optimization in Wireless Sensor Networks , 2009, 2009 30th IEEE Real-Time Systems Symposium.