Browse > Article
http://dx.doi.org/10.7840/kics.2016.41.2.206

Joint Routing, Scheduling, and Power Control for Wireless Sensor Networks with RF Energy Transfer Considering Fairness  

Moon, Seokjae (Yonsei University Department of Electrical & Electronic Engineering)
Roh, Hee-Tae (LSIS Company Ltd.)
Lee, Jang-Won (Yonsei University Department of Electrical & Electronic Engineering)
Abstract
Recently, radio frequency energy transfer (RFET) attracts more and more interests for powering sensor nodes in the wireless sensor network (WSN). In the conventional WSN, reducing energy consumption of sensor nodes is of primary importance. On the contrary, in the WSN with RFET, reducing energy consumption is not an important issue. However, in the WSN with RFET, the energy harvesting rate of each sensor node depends on its location, which causes the unbalanced available energy among sensor nodes. Hence, to improve the performance of the WSN with RFET, it is important to develop network protocols considering this property. In this paper, we study this issue with jointly considering routing, scheduling, and power control in the WSN with RFET. In addition, we study this issue with considering two different objectives: 'Max-min' with which we tries to maximize the performance of a sensor node having the minimum performance and 'Max-min fairness' with which we tries to achieve max-min fairness among sensor nodes. We show that our solutions can improve network performance significantly and we also discuss the differences between 'Max-min' and 'Max-min fairness'.
Keywords
Wireless Sensor Network (WSN); RF energy transfer (RFET); Routing; Scheduling; Power control;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 H.-T. Roh and J.-W. Lee, "Cross-Layer optimization for wireless sensor networks with RF energy transfer," ICTC, Oct. 2014
2 I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: a survey," Comput. Netw., vol. 38, no. 4, pp. 393-422, 2002.   DOI
3 J.-H. Son, S.-G. Shon, and H.-J. Byun, "Bio-Inspired energy efficient node scheduling algorithm in wireless sensor networks," J. KICS, vol. 38, no. 6, pp. 528-534, 2013.
4 Y.-B. Cho, S.-H. Woo, and S.-H. Lee, "IDE-LEACH protocol for trust and Eenergy efficient operation of WSN environment," J. KICS, vol. 38, no. 10, pp. 801-807, 2013.
5 A. A. Aziz, D. Tribudi, L. Ginting, P. A. rosyady, D. Setiawan, and K. W. Choi, "RF energy transfer testbed based on off-the-shelf components for IoT application," J. KICS, vol. 40, no. 10, pp. 1912-1921, 2015.   DOI
6 W. K. G. Seah, Z. A. Eu, and H.-P. Tan, "Wireless sensor networks powered by ambient energy harvesting (WSN-HEAP) - survey and challenges," in Wireless VITAE, pp. 1-5, Aalborg, May 2009.
7 B. Kim, S. Park, and D. Hong, "Transmission capacity of wireless energy harvesting ad hoc networks," in Proc. KICS Fall Conf., pp. 256-257, Seoul, Korea, Nov. 2011.
8 X. Lu, P. Wang, D. Niyato, D. Kim, and Z. Han, "Wireless networks with RF energy harvesting: a contemporary survey," in IEEE Commun. Surveys & Tuts., vol. 17, no. 2, pp. 757-789, 2015.
9 M. K. Watfa, H. AlHassanieh, and S. Selman, "Multi-hop wireless energy transfer in WSNs," IEEE Commun. Lett., vol. 15, no. 12, pp. 1275-1277, Dec. 2011.   DOI
10 P. Nintanavongsa, M. Y. Naderi, and K. R. Chowdhury, "Medium access control protocol design for sensors powered by wireless energy transfer," in IEEE INFOCOM, Apr. 2013.
11 J. Kim and J.-W. Lee, "Energy adaptive MAC protocol for wireless sensor networks with RF energy transfer," in ICUFN, Jun. 2011.
12 J. Kim and J.-W. Lee, "Performance analysis of the energy adaptive MAC protocol for wireless sensor networks with RF energy transfer," in ICTC, Sept. 2011.
13 C. Fujii and W. K. G. Seah, "Multi-tier probabilistic polling in wireless sensor networks powered by energy harvesting," in ISSNIP, Dec. 2011.
14 J. P. Olds and W. K. G. Seah, "Design of an active radio frequency powered multi-hop wireless sensor network," in IEEE ICIEA, Jul. 2012.
15 R. Doost, K. R. Chowdhury, and M. D. Felice, "Routing and link layer protocol design for sensor networks with wireless energy transfer," in IEEE GLOBECOM, Dec. 2010.
16 S. Boyd and L. Vandenberghe, Convex optimization, Cambridge Univ. Press, 2004.
17 Y. Wu and W. Liu, "Routing protocol based on genetic algorithm for energy harvesting-wireless sensor networks," in IET Wireless Sensor Syst., vol. 3, no. 2, pp. 112-118, Jun. 2013.
18 R. Srikant, The Mathematics of Internet Congestion Control, Birkhauser, 2003.
19 J. Mo and J. Walrand, "Fair end-to-end window-based congestion control," IEEE/ACM Trans. Netw., vol. 8, no. 5, pp. 556-567, Oct. 2000.   DOI
20 A. Drud, CONOPT solver manual, ARKI Consulting and Development, Bagsvaerd, Denmark, 1996.
21 Powercast Corporation, TX91501 User's manual & P2110's datasheet, Retrieved Nov. 2015, from http://www.powercastco.com/resources.
22 B. Tong, Z. Li, G. Wang, and W. Zhang, "How wireless power charging technology affects sensor network deployment and routing," in Proc. IEEE ICDCS, pp. 438-447, Jun. 2010.
23 R. Jain, D. Chiu, and W. Hawe, "A quantitative measure of fairness and discrimination for resource allocation in shared computer systems," Tech. Rep., Sept. 1984.