Efficient Data Aggregation in Multi-Hop WSNs

Data aggregation is a primitive communication task in wireless sensor networks (WSNs). In this paper, we study designing data aggregation schedules under the Protocol Interference Model for answering queries. Given a network consisting of a set of nodes V distributed in a two-dimensional plane, we address different kinds of queries in this paper. First and foremost, we consider a single one-off query which requires a subset of source nodes V' C V to send data to a distinguished sink node, we propose a delay-efficient algorithm that produces a collision-free schedule and theoretically prove that the delay achieved by our algorithm is nearly a small constant factor of the optimum. We further extend our discussion to the multiple one-off queries case and periodic query case and propose our data aggregation scheduling algorithms respectively with theoretical performance analysis.

[1]  Wei Hong,et al.  Approximate Data Collection in Sensor Networks using Probabilistic Models , 2006, 22nd International Conference on Data Engineering (ICDE'06).

[2]  Xiang-Yang Li,et al.  Efficient interference-aware TDMA link scheduling for static wireless networks , 2006, MobiCom '06.

[3]  Yingshu Li,et al.  Nearly Constant Approximation for Data Aggregation Scheduling in Wireless Sensor Networks , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.

[4]  XiaoHua Xu,et al.  An improved approximation algorithm for data aggregation in multi-hop wireless sensor networks , 2009, FOWANC '09.

[5]  Shaojie Tang,et al.  Efficient data aggregation in multi-hop wireless sensor networks under physical interference model , 2009, 2009 IEEE 6th International Conference on Mobile Adhoc and Sensor Systems.

[6]  Huang Lee,et al.  Towards Energy-Optimal and Reliable Data Collection via Collision-Free Scheduling in Wireless Sensor Networks , 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

[7]  Chenyang Lu,et al.  Dynamic Conflict-free Query Scheduling for Wireless Sensor Networks , 2006, Proceedings of the 2006 IEEE International Conference on Network Protocols.

[8]  Ying Zhang,et al.  Distributed Minimal Time Convergecast Scheduling in Wireless Sensor Networks , 2006, 26th IEEE International Conference on Distributed Computing Systems (ICDCS'06).

[9]  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 .

[10]  Peng-Jun Wan,et al.  Distributed Construction of Connected Dominating Set in Wireless Ad Hoc Networks , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[11]  Viktor K. Prasanna,et al.  Energy-latency tradeoffs for data gathering in wireless sensor networks , 2004, IEEE INFOCOM 2004.

[12]  Jeffrey Considine,et al.  Approximate aggregation techniques for sensor databases , 2004, Proceedings. 20th International Conference on Data Engineering.

[13]  Deborah Estrin,et al.  Impact of network density on data aggregation in wireless sensor networks , 2002, Proceedings 22nd International Conference on Distributed Computing Systems.

[14]  Panganamala Ramana Kumar,et al.  RHEINISCH-WESTFÄLISCHE TECHNISCHE HOCHSCHULE AACHEN , 2001 .

[15]  Xiao-Dong Hu,et al.  Minimum Data Aggregation Time Problem in Wireless Sensor Networks , 2005, MSN.

[16]  Xiaohua Jia,et al.  Approximation algorithms for conflict-free channel assignment in wireless ad hoc networks , 2006, Wirel. Commun. Mob. Comput..

[17]  Sandeep K. S. Gupta,et al.  On tree-based convergecasting in wireless sensor networks , 2003, 2003 IEEE Wireless Communications and Networking, 2003. WCNC 2003..

[18]  Dariusz R. Kowalski,et al.  Fast Distributed Algorithm for Convergecast in Ad Hoc Geometric Radio Networks , 2005, Second Annual Conference on Wireless On-demand Network Systems and Services.

[19]  Mohamed A. Sharaf,et al.  TiNA: a scheme for temporal coherency-aware in-network aggregation , 2003, MobiDe '03.

[20]  Divyakant Agrawal,et al.  Medians and beyond: new aggregation techniques for sensor networks , 2004, SenSys '04.

[21]  Jianzhong Li,et al.  Distributed Data Aggregation Scheduling in Wireless Sensor Networks , 2009, IEEE INFOCOM 2009.

[22]  Wei Hong,et al.  Exploiting correlated attributes in acquisitional query processing , 2005, 21st International Conference on Data Engineering (ICDE'05).

[23]  Mohamed A. Sharaf,et al.  Location-Aware Routing for Data Aggregation in Sensor Networks1 , 2004 .

[24]  Sandeep K. S. Gupta,et al.  A low-latency and energy-efficient algorithm for convergecast in wireless sensor networks , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).