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Heterogenous Quorum-Based Wake-Up Scheduling in Wireless Sensor Networks
November 2010 (vol. 59 no. 11)
pp. 1562-1575
Shouwen Lai, Virginia Tech, Blacksburg
Binoy Ravindran, Virginia Tech, Blacksburg
Hyeonjoong Cho, Korea University
We present heterogenous quorum-based asynchronous wake-up scheduling schemes for wireless sensor networks. The schemes can ensure that two nodes that adopt different quorum systems as their wake-up schedules can hear each other at least once in bounded time intervals. We propose two such schemes: cyclic quorum system pair (cqs-pair) and grid quorum system pair (gqs-pair). The cqs-pair which contains two cyclic quorum systems provides an optimal solution, in terms of energy saving ratio, for asynchronous wake-up scheduling. To quickly assemble a cqs-pair, we present a fast construction scheme which is based on the multiplier theorem and the (N,k,M, {l})-difference pair defined by us. Regarding the gqs-pair, we prove that any two grid quorum systems will automatically form a gqs-pair. We further analyze the performance of both designs, in terms of average discovery delay, quorum ratio, and energy saving ratio. We show that our designs achieve better trade-off between the average discovery delay and quorum ratio (and thus energy consumption) for different cycle lengths. We implemented the proposed designs in a wireless sensor network platform of Telosb motes. Our implementation-based measurements further validate the analytically-established performance trade-off of our designs.

[1] L.M. Feeney and M. Nilsson, "Investigating the Energy Consumption of a Wireless Network Interface in an Ad Hoc Networking Environment," Proc. IEEE INFOCOM, pp. 1548-1557, 2001.
[2] Texas Instruments (TI), "CC2420 Data Sheet," http://focus.ti. com/lit/ds/symlinkcc2420.pdf , 2010.
[3] A. Keshavarzian, H. Lee, and L. Venkatraman, "Wakeup Scheduling in Wireless Sensor Networks," Proc. Seventh ACM MobiHoc, pp. 322-333, 2006.
[4] C. Schurgers, S. Ganeriwal, V. Tsiatsis, and M. Srivastava, "Topology Management for Sensor Networks: Exploiting Latency and Density," Proc. ACM MobiHoc, 2002.
[5] M.J. Miller and N.H. Vaidya, "Power Save Mechanisms for Multi-Hop Wireless Networks," Proc. First Int'l Conf. Broadband Networks (BROADNETS), pp. 518-526, 2004.
[6] W. Ye, J. Heidemann, and D. Estrin, "Medium Access Control with Coordinated Adaptive Sleeping for Wireless Sensor Networks," IEEE/ACM Trans. Networking, vol. 12, no. 3, pp. 493-506, June 2004.
[7] Q. Cao, T. Abdelzaher, T. He, and J. Stankovic, "Towards Optimal Sleep Scheduling in Sensor Networks for Rare-Event Detection," Proc. Fourth Int'l Symp. Information Processing in Sensor Networks (IPSN), 2005.
[8] C.S. Hsu, J.R. Jiang, Y.C. Tseng, and T.H. Lai, "Quorum-Based Asynchronous Power-Saving Protocols for IEEE 802.11 Ad Hoc Networks," Proc. IEEE Int'l Conf. Parallel Processing, vol. 10, nos. 1/2, pp. 169-181, 2005.
[9] R. Zheng, J.C. Hou, and L. Sha, "Asynchronous Wakeup for Ad Hoc Networks," Proc. Fourth ACM MobiHoc, pp. 35-45, 2003.
[10] L. Gu and J. Stankovic, "Radio-Triggered Wake-Up Capability for Sensor Networks," Proc. 10th IEEE Real-Time and Embedded Technology and Applications Symp. (RTAS), pp. 27-37, 2004.
[11] J. Polastre, J. Hill, and D. Culler, "Versatile Low Power Media Access for Wireless Sensor Networks," Proc. Second Int'l Conf. Embedded Networked Sensor Systems (SenSys), pp. 95-107, 2004.
[12] P. Sommer and R. Wattenhofer, "Gradient Clock Synchronization in Wireless Sensor Networks," Proc. Ninth ACM/IEEE Int'l Conf. Information Processing in Sensor Networks (IPSN), pp. 37-48, 2009.
[13] C. Hsu, Y. Tseng, and T. Hsieh, "Power-Saving Protocols for IEEE 802.11-Based Multi-Hop Ad Hoc Networks," Proc. IEEE INFOCOM, pp. 200-209, 2002.
[14] O. Younis and S. Fahmy, "Heed: A Hybrid, Energy-Efficient, Distributed Clustering Approach for Ad Hoc Sensor Networks," IEEE Trans. Mobile Computing, vol. 3, no. 4, pp. 366-379, Oct. 2004.
[15] W.S. Luk and T.T. Huang, "Two New Quorum Based Algorithms for Distributed Mutual Exclusion," Proc. Int'l Conf. Distributed Computing Systems (ICDCS), pp. 100-106, 1997.
[16] D.R. Stinson, Combinatorial Designs: Constructions and Analysis. Springer-Verlag, 2003.
[17] S. Lai, B. Zhang, B. Ravindran, and H. Cho, "CQS-Pair: Cyclic Quorum System Pair for Wakeup Scheduling in Wireless Sensor Networks.," Proc. Int'l Conf. Principles of Distributed Systems (OPODIS), pp. 295-310, 2008.
[18] R. Szewczyk, A. Mainwaring, J. Polastre, J. Anderson, and D. Culler, "An Analysis of a Large Scale Habitat Monitoring Application," Proc. Second Int'l Conf. Embedded Networked Sensor Systems (SenSys), pp. 214-226, 2004.
[19] J. Blum, M. Ding, A. Thaeler, and X. Cheng, "Connected Dominating Set in Sensor Networks and MANETs," Handbook of Combinatorial Optimization, pp. 329-369, Kluwer Academic Publishers, 2004.
[20] TinyOS, "TinyOS Community Forum," http:/www.tinyos.net/, 2010.
[21] Y.C. Kuo and C.N. Chen, "CRT-MAC: A Power-Saving Multicast Protocol in the Asynchronous Ad Hoc Networks," Proc. IEEE Int'l Conf. Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC), pp. 332-337, 2008.
[22] R.L. Rivest, T.H. Cormen, C.E. Leiserson, and C. Stein, Introduction to Algorithms, second ed., MIT Press/McGraw-Hill, 2001.
[23] L. Lamport, "Time, Clocks, and the Ordering of Events in a Distributed System," Comm. ACM, vol. 21, pp. 558-566, 1978.
[24] Crossbow, "TelosB Datasheet," http://www.xbow.com/ Products/Product_pdf_files/ Wireless_pdfTelosB_Datasheet. pdf , 2010.
[25] A. Woo, T. Tong, and D. Culler, "Taming the Underlying Challenges of Reliable Multihop Routing in Sensor Networks," Proc. First Int'l Conf. Embedded Networked Sensor Systems (SenSys), pp. 14-27, 2003.
[26] I. Demirkol, F. Alagoz, H. Delic, and C. Ersoy, "Wireless Sensor Networks for Intrusion Detection: Packet Traffic Modeling," IEEE Comm. Letters, vol. 10, no. 1, pp. 22-24, Jan. 2006.
[27] R. Zheng and R. Kravets, "On-Demand Power Management for Ad Hoc Networks," Proc. IEEE INFOCOM, vol. 1, pp. 481-491, 2003.
[28] T.V. Dam and K. Langendoen, "An Adaptive Energy-Efficient MAC Protocol for Wireless Sensor Networks," Proc. First ACM Conf. Embedded Networked Sensor Systems (SenSys), 2003.
[29] E.-Y.A. Lin, J.M. Rabaey, and A. Wolisz, "Power-Efficient Rendezvous Schemes for Dense Wireless Sensor Networks," Proc. IEEE Int'l Conf. Comm. (ICC), vol. 7, pp. 3769-3776, June 2004.
[30] P. Dutta and D. Culler, "Practical Asynchronous Neighbor Discovery and Rendezvous for Mobile Sensing Applications," Proc. Sixth ACM Conf. Embedded Networked Sensor Systems (SenSys), pp. 71-84, 2008.
[31] S.H. Wu, C.M. Chen, and M.S. Chen, "An Asymmetric Quorum-Based Power Saving Protocol for Clustered Ad Hoc Networks," Proc. 27th Int'l Conf. Distributed Computing Systems (ICDCS), 2007.
[32] Y. Wang, C.Y. Wan, M. Martonosi, and L.S. Peh, "Transport Layer Approaches for Improving Idle Energy in Challenged Sensor Networks," Proc. 2006 SIGCOMM Workshop Challenged Networks, pp. 253-260, 2006.

Index Terms:
Wake-up scheduling, asynchronous wake-up, quorum, wireless sensor networks, difference set, multiplier theorem.
Citation:
Shouwen Lai, Binoy Ravindran, Hyeonjoong Cho, "Heterogenous Quorum-Based Wake-Up Scheduling in Wireless Sensor Networks," IEEE Transactions on Computers, vol. 59, no. 11, pp. 1562-1575, Nov. 2010, doi:10.1109/TC.2010.20
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