Abstract
Energy conservation is a critical problem in recently-emerging wireless sensor networks (WSNs). Pulse position modulation (PPM), as an exploring-worthy modulation format for energy efficiency, is tailored for WSNs into two schemes, mono-mode PPM and multi-mode PPM, in this paper. Resorting to an idealized system model and a practical system model, which combine the power consumptions in transmission and reception modules of nodes with the idealized and realistic battery characteristics, the battery energy efficiencies of mono-mode PPM and multi-mode PPM are evaluated and compared. To minimize the battery energy consumption (BEC), these schemes are further optimized in terms of constellation size M for a link in path-loss channels. Our analytical and numerical results show that considerable energy can be saved by multi-mode PPM; and the optimization performances of these schemes are noticeable at various communication distances though their optimization properties are different.
Similar content being viewed by others
References
Goldsmith A J, Wicker S B. Design challenges for energy-constrained Ad Hoc wireless networks. IEEE Wireless Commun Mag, 2002, 9(8): 8–27
Li X, Yu Z B. Study on cross-layer design and power conservation in Ad Hoc network. In: Proceedings of the 4th International Conference on Parallel & Distributed Computing, Application & Technology, Chengdu, China, August 2003. 324–328
Laneman J N, Tse D N C, Wornell G W. Cooperative diversity in wireless networks: efficient protocols and outage behavior. IEEE Trans Inform Theory, 2004, 50(12): 3062–3080
Prakash Y, Gupta S K S. Energy efficient source coding and modulation for wireless applications. In: Proceedings of Wireless Comm & Networking Conference, New Orleans, LA, USA, March 2003. 212–217
Yong Y. An energy aware multi-hop cooperative MIMO scheme in wireless sensor network. Sensor Lett, 2005, 3: 55–58
Wang A Y, SeongHwan C, Sodini C G, et al. Energy efficient modulation and MAC for asymmetric RF microsensor systems. In: Proceedings of the International Symposium on Low Power Electronics & Design, Huntington Beach, CA, USA, August 2001. 106–111
Cui S, Goldsmith A J, Bahai A. Energy-constranined modulation optimization. IEEE Trans Wireless Commun, 2005, 4(5): 2349–2360
Tang Q, Yang L, Giannakis G B, et al. Battery power efficiency of PPM and FSK in wireless sensor networks. IEEE Trans Wireless Commun, 2007, 6(4): 1308–1319
Pedram M, Wu Q. Design considerations for battery-powered electronics. In Proceedings of the 36th ACM/IEEE Conference on Design Automation, New Orleans, LA, USA, June 1999. 861–866
Rakhmatov D, Vrudhula S. Time to failure estimation for batteries in portable systems. In: Proceedings of International Symposium on Low Power Electronics & Design, Huntington Beach, CA, USA, August 2001. 88–91
Lahiri K, Raghunathan A, Dey S, et al. Battery-driven system design: a new frontier in low power design. In: Proceedings of the 15th International Conference on VLSI Design, Bangalore, India, 2002. 261–267
Martin T L. Nonindeal battery properties and their impact on software design for wearable computers. IEEE Trans Comp, 2003, 52(8): 979–984
Proakis J G. Digital Communications. 4th ed. New York: McGraw-Hill, 2000
Author information
Authors and Affiliations
Corresponding author
Additional information
Supported by the National Natural Science Foundation of China (Grant Nos. 60642007 and 10374051) and the Scientific Fundation of Guangxi Education Department of China (Grant No. [2002]316)
Rights and permissions
About this article
Cite this article
Tang, Q., Yang, L., Qin, T. et al. Energy-saving PPM schemes for WSNs. Sci. China Ser. F-Inf. Sci. 51, 571–585 (2008). https://doi.org/10.1007/PL00022209
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/PL00022209