Efficient Wireless Power Transfer Under Radiation Constraints in Wireless Distributed Systems

In this chapter, we follow a new approach in studying the problem of efficiently charging a set of rechargeable nodes using a set of wireless power chargers, under safety constraints on the electromagnetic radiation incurred. In particular, we define a new charging model that greatly differs from existing models in that it takes into account real technology restrictions of the chargers and nodes of the system, mainly regarding energy limitations. Our model also introduces nonlinear constraints (in the time domain), that radically change the nature of the computational problems we consider. In this charging model, we present and study the Low Radiation Efficient Charging Problem (LREC), in which we wish to optimize the amount of “useful” energy transferred from chargers to nodes (under constraints on the maximum level of imposed radiation). We present several fundamental properties of this problem and provide indications of its hardness. Finally, we propose an iterative local improvement heuristic for LREC, which runs in polynomial time, and we evaluate its performance via simulation. Our algorithm decouples the computation of the objective function from the computation of the maximum radiation and also does not depend on the exact formula used for the computation of the electromagnetic radiation in each point of the network, achieving good trade-offs between charging efficiency and radiation control; it also exhibits good energy balance properties. We provide extensive simulation results supporting our claims and theoretical results.

[1]  Sotiris E. Nikoletseas,et al.  Radiation-aware data propagation in wireless sensor networks , 2012, MobiWac '12.

[2]  José D. P. Rolim,et al.  Radiation Awareness in Three-Dimensional Wireless Sensor Networks , 2012, 2012 IEEE 8th International Conference on Distributed Computing in Sensor Systems.

[3]  Daji Qiao,et al.  J-RoC: A Joint Routing and Charging scheme to prolong sensor network lifetime , 2011, 2011 19th IEEE International Conference on Network Protocols.

[4]  Guihai Chen,et al.  Effective On-Demand Mobile Charger Scheduling for Maximizing Coverage in Wireless Rechargeable Sensor Networks , 2014, Mob. Networks Appl..

[5]  Devra Lee Davis,et al.  Exposure Limits: The underestimation of absorbed cell phone radiation, especially in children , 2012, Electromagnetic biology and medicine.

[6]  Prosenjit Bose,et al.  Station Layouts in the Presence of Location Constraints , 1999, J. Interconnect. Networks.

[7]  Sotiris Nikoletseas,et al.  An experimental evaluation of wireless power transfer protocols in mobile ad hoc networks , 2015, 2015 IEEE Wireless Power Transfer Conference (WPTC).

[8]  David S. Johnson,et al.  Some Simplified NP-Complete Graph Problems , 1976, Theor. Comput. Sci..

[9]  Cong Wang,et al.  Joint Mobile Data Gathering and Energy Provisioning in Wireless Rechargeable Sensor Networks , 2014, IEEE Transactions on Mobile Computing.

[10]  Sotiris E. Nikoletseas,et al.  Hierarchical, collaborative wireless charging in sensor networks , 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC).

[11]  Guihai Chen,et al.  SCAPE: Safe Charging with Adjustable Power , 2014, ICDCS.

[12]  Kai Han,et al.  Fueling Wireless Networks perpetually: A case of multi-hop wireless power distribution∗ , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[13]  Αικατερίνη Σκουρολιάκου,et al.  Transient and cumulative memory impairments induced by GSM 1.8 GHz cell phone signal in a mouse model , 2015 .

[14]  Sotiris E. Nikoletseas,et al.  Distributed wireless power transfer in sensor networks with multiple Mobile Chargers , 2015, Comput. Networks.

[15]  Sotiris E. Nikoletseas,et al.  Improving sensor network performance with wireless energy transfer , 2015, Int. J. Ad Hoc Ubiquitous Comput..

[16]  Guihai Chen,et al.  Safe Charging for wireless power transfer , 2014, IEEE Conference on Computer Communications.

[17]  M. Havas,et al.  Provocation study using heart rate variability shows microwave radiation from 2.4 GHz cordless phone affects autonomic nervous system , 2011 .

[18]  Sotiris E. Nikoletseas,et al.  Wireless energy transfer in sensor networks with adaptive, limited knowledge protocols , 2014, Comput. Networks.

[19]  R. Saunders,et al.  Effects of heat on embryos and foetuses , 2003, International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group.