Abstract
In the last decade, a large number of works on energy-efficient, high-quality and low-cost wireless access services have shown up (Cai et al., IEEE Wireless Communications, 2011; Chen et al., IEEE Communications Magazine, 2012; Asefi et al., IEEE Transactions on Wireless Communications, 2012). Generally, these solutions can be divided into two classes, namely, customer-oriented and infrastructure-oriented solutions. Customer devices, e.g., wireless sensor nodes (Akyildiz et al., Computer Networks, 2002) and mobile terminals, usually are powered by batteries. Thus, the research objective of customer-oriented solutions mainly focus on improving energy efficiency to prolong the battery lifetime by various methods including energy-efficient software applications (Pantazis and Vergados, IEEE Communications Surveys & Tutorials, 2007), hardware design (Hempstead et al., Journal of Low Power Electronics, 2008), and protocol improvements (Akkaya and Younis, Ad hoc networks, 2005). Compared with customer devices, the network infrastructure contributes to the dominant portion of the total energy consumption of the system. For example, the BSs consume 60–80 % of the network’s energy consumption (Marsan et al., IEEE ICC Workshops, 2009; Oh et al., IEEE Communications Magazine, 2011). Therefore, it is more important to reduce energy consumption of the infrastructure in order to improve the energy efficiency of the overall system. To sustain the wireless operations, one promising solution is to use green energy to power the infrastructure network devices. In such a sustainable network, the research objective and performance metric are changed from energy efficiency to energy sustainability, i.e., to ensure harvested energy can sustain the normal network operations. We categorize the existing works in the literature related on sustainable wireless networks into three research issues: (1) network planning, (2) energy modeling, and (3) resource allocation.
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References
L. X. Cai, H. V. Poor, Y. Liu, T. H. Luan, X. Shen, and J. W. Mark, “Dimensioning network deployment and resource management in green mesh networks,” IEEE Wireless Communications, vol. 18, no. 5, pp. 58–65, Oct. 2011.
Y. Chen, S. Zhang, S. Xu, and G. Y. Li, “Fundamental trade-offs on green wireless networks,” IEEE Communications Magazine, vol. 49, no. 6, pp. 30–37, Jun. 2011.
M. Asefi, J. W. Mark, and X. Shen, “A mobility-aware and quality-driven retransmission limit adaptation scheme for video streaming over VANETs,” IEEE Transactions on Wireless Communications, vol. 11, no. 5, pp. 1817–1827, May. 2012.
I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, “Wireless sensor networks: a survey,” Computer Networks, vol. 38, no. 4, pp. 393–422, Mar. 2002.
N. A. Pantazis and D. D. Vergados, “A survey on power control issues in wireless sensor networks,” IEEE Communications Surveys & Tutorials, vol. 9, no. 4, pp. 86–107, 2007.
M. Hempstead, M. J. Lyons, D. Brooks, and G. Y. Wei, “Survey of hardware systems for wireless sensor networks,” Journal of Low Power Electronics, vol. 4, no. 1, pp. 11–20, Apr. 2008.
K. Akkaya and M. Younis, “A survey on routing protocols for wireless sensor networks,” Ad hoc networks, vol. 3, no. 3, pp. 325–349, May. 2005.
M. A. Marsan, L. Chiaraviglio, D. Ciullo, and M. Meo, “Optimal energy savings in cellular access networks,” in IEEE ICC Workshops, Dresden, DE, 14-18 Jun. 2009.
E. Oh, B. Krishnamachari, X. Liu, and Z. Niu, “Toward dynamic energy-efficient operation of cellular network infrastructure,” IEEE Communications Magazine, vol. 49, pp. 56–61, Jun. 2011.
J. Pan, L. Cai, Y. Shi, and X. Shen, “Optimal base-station locations in two-tiered wireless sensor networks,” IEEE Transactions on Mobile Computing, vol. 4, no. 5, pp. 458–473, Sep.-Oct. 2005.
M. Soleimanipour, W. Zhuang, and G. H. Freeman, “Optimal resource management in wireless multimedia wideband CDMA systems,” IEEE Transactions on Mobile Computing, vol. 1, no. 2, pp. 143–160, Apr.-Jun. 2002.
B. Lin, P. Ho, L. Xie, X. Shen, and J. Tapolcai, “Optimal relay station placement in broadband wireless access networks,” IEEE Transactions on Mobile Computing, vol. 9, no. 2, pp. 259–269, Feb. 2010.
X. Ling and K. L. Yeung, “Joint access point placement and channel assignment for 802.11 wireless LANs,” IEEE Transactions on Wireless Communications, vol. 5, no. 10, pp. 2705–2711, Oct. 2006.
M. Unbehaun and M. Kamenetsky, “On the deployment of picocellular wireless infrastructure,” IEEE Wireless Communications, vol. 10, no. 6, pp. 70–80, Dec. 2003.
Z. Zheng, B. Zhang, X. Jia, J. Zhang, and K. Yang, “Minimum AP placement for WLAN with rate adaptation using physical interference model,” in IEEE Globecom, Miami, FL, USA, 6-10 Dec. 2010, pp. 1–5.
P. G. Brevis, J. Gondzio, Y. Fan, H. V. Poor, J. Thompson, I. Krikidis, and P. J. Chung, “Base station location optimization for minimal energy consumption in wireless networks.” in IEEE VTC, Budapest, HUN, 15-18 May. 2011, pp. 1–5.
W. Zhang, G. Xue, and S. Misra, “Fault-tolerant relay node placement in wireless sensor networks: Problems and algorithms,” in IEEE INFOCOM, Anchorage, AK, USA, 6-12 May. 2007, pp. 1649–1657.
X. Han, X. Cao, E. L. Lloyd, and C. C. Shen, “Fault-tolerant relay node placement in heterogeneous wireless sensor networks,” IEEE Transactions on Mobile Computing, vol. 9, no. 5, pp. 643–656, May. 2010.
Z. Wei, G. Li, and L. Qi, “New quasi-newton methods for unconstrained optimization problems,” Applied Mathematics and Computation, vol. 175, no. 2, pp. 1156–1188, Apr. 2006.
I. K. Fu, W. H. Sheen, and F. C. Ren, “Deployment and radio resource reuse in IEEE 802.16j multi-hop relay network in manhattan-like environment,” in IEEE ICICS, Meritus Mandarin Hotel, Singapore, 10-13 Dec. 2007, pp. 1–5.
S. Misra, S. D. Hong, G. Xue, and J. Tang, “Constrained relay node placement in wireless sensor networks: Formulation and approximations,” IEEE/ACM Transactions on Networking, vol. 18, no. 2, pp. 434–447, Apr. 2010.
A. Sayegh, T. D. Todd, and M. Smadi, “Resource allocation and cost in hybrid solar/wind powered WLAN mesh nodes,” Wireless Mesh Networks: Architectures and Protocols, pp. 167–189, 2007.
Z. Zheng, L. X. Cai, M. Dong, X. Shen, and H. V. Poor, “Constrained energy-aware ap placement with rate adaptation in WLAN mesh networks,” in IEEE GLOBECOM, Houston, TX, USA, 5-9 Dec. 2011, pp. 1–5.
S. A. Shariatmadari, A. A. Sayegh, and T. D. Todd, “Energy aware basestation placement in solar powered sensor networks,” in IEEE WCNC, Sydney, AUS, 18-21 Apr. 2010, pp. 1–6.
X. Zhang, Z. Zheng, J. Liu, X. Shen, and L. Xie, “Optimal power allocation and AP deployment in green wireless cooperative communications,” in IEEE GLOBECOM, Anaheim, CA, USA, 3-7 Dec. 2012, pp. 4000–4005.
B. Kan, L. Cai, H. Zhu, and Y. Xu, “Accurate energy model for WSN node and its optimal design,” Journal of Systems Engineering and Electronics, vol. 19, no. 3, pp. 427–433, Jun. 2008.
C. Ma and Y. Yang, “A battery-aware scheme for routing in wireless ad hoc networks,” IEEE Transactions on Vehicular Technology, vol. 60, no. 8, pp. 3919–3932, Oct. 2011.
J. Vazifehdan, R. V. Prasad, M. Jacobsson, and I. Niemegeers, “An analytical energy consumption model for packet transfer over wireless links,” IEEE Communications Letters, vol. 16, no. 1, pp. 30–33, Jan. 2012.
Q. Tang, L. Yang, G. B. Giannakis, and T. Qin, “Battery power efficiency of PPM and FSK in wireless sensor networks,” IEEE Transactions on Wireless Communications, vol. 6, no. 4, pp. 1308–1319, Apr. 2007.
H. Su and X. Zhang, “Battery-dynamics driven TDMA MAC protocols for wireless body-area monitoring networks in healthcare applications,” IEEE Journal on Selected Areas in Communications, vol. 27, no. 4, pp. 424–434, May. 2009.
T. J. Kazmierski, G. V. Merrett, L. Wang, B. M. Al-Hashimi, A. S. Weddell, and I. N. Ayala-Garcia, “Modeling of wireless sensor nodes powered by tunable energy harvesters: HDL-based approach,” IEEE Sensors Journal, vol. 12, no. 8, pp. 2680–2689, Jun. 2012.
A. S. Weddell, G. V. Merrett, T. J. Kazmierski, and B. M. Al-Hashimi, “Accurate supercapacitor modeling for energy harvesting wireless sensor nodes,” IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 58, no. 12, pp. 911–915, Dec. 2011.
P. T. Venkata, S. N. A. U. Nambi, R. V. Prasad, and I. Niemegeers, “Bond graph modeling for energy-harvesting wireless sensor networks,” Computer, vol. 45, no. 9, pp. 31–38, Sep. 2012.
J. Taneja, J. Jeong, and D. Culler, “Design, modeling, and capacity planning for micro-solar power sensor networks,” in IPSN SPOTS, Apr. 2008.
V. Raghunathan, A. Kansal, J. Hsu, J. Friedman, and M. Srivastava, “Design considerations for solar energy harvesting wireless embedded systems,” in IPSN. Piscataway, NJ, USA: IEEE Press, 2005, p. 64.
K. Ramachandran and B. Sikdar, “A population based approach to model the lifetime and energy distribution in battery constrained wireless sensor networks,” IEEE Journal on Selected Areas in Communications, vol. 28, no. 4, pp. 576–586, Apr. 2010.
K. Tutuncuoglu and A. Yener, “Optimum transmission policies for battery limited energy harvesting nodes,” IEEE Transactions on Wireless Communications, vol. 11, no. 3, pp. 1180–1189, Mar. 2012.
M. Erol-Kantarci and H. T. Mouftah, “Suresense: sustainable wireless rechargeable sensor networks for the smart grid,” IEEE Wireless Communications, vol. 19, no. 3, pp. 30–36, Jun. 2012.
G. H. Badawy, A. A. Sayegh, and T. D. Todd, “Energy provisioning in solar-powered wireless mesh networks,” IEEE Transactions on Vehicular Technology, vol. 59, no. 8, pp. 3859–3871, Oct. 2010.
M. S. Zefreh, G. H. Badawy, and T. D. Todd, “Position aware node provisioning for solar powered wireless mesh networks,” in IEEE GLOBECOM, Miami, FL, USA, 6-10 Dec. 2010, pp. 1–6.
W. Tuttlebee, S. Fleccher, D. Lister, T. Farrell, and J. Thompson, “Saving the plannet - the rationale, realities and research of green radio,” International Transfer Pricing Journal, vol. 4, no. 3, Sep. 2010.
C. Han, T. Harrold, S. Armour, I. Krikidis, S. Videv, P. M. Grant, H. Haas, J. S. Thompson, I. Ku, C. X. Wang, T. A. Le, M. R. Nakhai, J. Zhang, and L. Hanzo, “Green radio: radio techniques to enable energy-efficient wireless networks,” IEEE Communications Magazine, vol. 49, no. 6, pp. 46–54, Jun. 2011.
P. Grant and S. Fletcher, “Mobile basestations: reducing energy,” Engineering & Technology Magazine, vol. 6, no. 2, Feb. 2011.
H. Zhang, A. Gladisch, M. Pickavet, Z. Tao, and W. Mohr, “Energy efficiency in communications,” IEEE Communications Magazine, vol. 48, no. 11, pp. 48–49, Nov. 2010.
L. X. Cai, L. Cai, X. Shen, and J. W. Mark, “Resource management and QoS provisioning for IPTV over mmwave-based WPANs with directional antenna,” Mob. Netw. Appl., vol. 14, no. 2, pp. 210–219, 2009.
A. Liu, Z. Zheng, C. Zhang, Z. Chen, and X. Shen, “Secure and energy-efficient disjoint multi-path routing for WSNs,” IEEE Trans. on Vehicular Technology, vol. 61, no. 7, pp. 3255–3265, 2012.
Y. Liu, L. X. Cai, and X. Shen, “Spectrum-aware opportunistic routing in multi-hop cognitive radio networks,” IEEE J. Selected Areas of Communications, vol. 30, no. 10, pp. 1958–1969, Nov. 2012.
H. T. Cheng and W. Zhuang, “QoS-driven MAC-layer resource allocation for wireless mesh networks with non-altruistic node cooperation and service differentiation,” IEEE Transactions on Wireless Communications, vol. 8, no. 12, pp. 6089–6103, Dec. 2009.
R. L. Cruz and A. V. Santhanam, “Optimal routing, link scheduling and power control in multi-hop wireless networks,” in IEEE INFOCOM, vol. 1, Mar. 2003, pp. 702–711.
M. Veluppillai, J. W. Mark, and X. Shen, “Performance analysis and power allocation for M-QAM cooperative diversity systems,” IEEE Transactions on Wireless Communications, vol. 9, no. 3, pp. 1237–1247, Mar. 2010.
X. Zhang, L. Xie, and X. Shen, “Energy-efficient transmission and bit allocation schemes in wireless sensor networks,” Int. J. of Sensor Networks (IJSNET), vol. 11, no. 4, pp. 241–249, 2012.
B. Cao, Q. Zhang, J. Mark, L. Cai, and H. Poor, “Toward efficient radio spectrum utilization: user cooperation in cognitive radio networking,” IEEE Network, vol. 26, no. 4, pp. 46–52, Jul. 2012.
M. S. Alam, J. W. Mark, and X. Shen, “Relay selection and resource allocation for multi-user cooperative OFDMA networks,” IEEE Transactions on Wireless Communications, vol. 12, no. 5, pp. 2193–2204, May. 2013.
B. J. Choi and X. S. Shen, “Adaptive asynchronous sleep scheduling protocols for delay tolerant networks,” IEEE Transactions on Mobile Computing, vol. 10, no. 9, pp. 1283–1296, Sep. 2011.
Y. Dong and D. Yau, “Adaptive sleep scheduling for energy-efficient movement-predicted wireless communication,” in IEEE International Conference on Network Protocols, Boston, MA, USA, 6-9 Nov. 2005, pp. 1–10.
J. H. Jeon, H. J. Byun, and J. T. Lim, “Joint contention and sleep control for lifetime maximization in wireless sensor networks,” IEEE Communications Letters, vol. 17, no. 2, pp. 269–272, Mar. 2013.
Y. Shi, Y. T. Hou, and A. Efrat, “Algorithm design for base station placement problems in sensor networks,” in ACM QSHINE, Waterloo, ON, CA, 7-9 Aug. 2006.
H. Liang, L. X. Cai, D. Huang, X. Shen, and D. Peng, “A SMDP-based service model for inter-domain resource allocation in mobile cloud networks,” IEEE Transactions on Vehicular Technology, vol. 61, no. 5, pp. 2222–2232, Jun. 2012.
A. A. Hammad, G. H. Badawy, T. D. Todd, A. A. Sayegh, and D. Zhao, “Traffic scheduling for energy sustainable vehicular infrastructure,” in IEEE GLOBECOM, Miami, FL, USA, 6-10 Dec. 2010, pp. 1–6.
L. Lin, N. B. Shroff, and R. Srikant, “Asymptotically optimal energy-aware routing for multihop wireless networks with renewable energy sources,” IEEE/ACM Transactions on Networking, vol. 15, no. 5, pp. 1021–1034, Oct. 2007.
A. Farbod and T. D. Todd, “Resource allocation and outage control for solar-powered WLAN mesh networks,” IEEE Transactions on Mobile Computing, vol. 6, no. 8, pp. 960–970, Aug. 2007.
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Zheng, Z., Cai, L., Shen, X. (2013). Background and Literature Survey. In: Sustainable Wireless Networks. SpringerBriefs in Computer Science. Springer, Cham. https://doi.org/10.1007/978-3-319-02469-1_2
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DOI: https://doi.org/10.1007/978-3-319-02469-1_2
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