Joint Mobile Data Gathering and Energy Provisioning in Wireless Rechargeable Sensor Networks

The emerging wireless energy transfer technology enables charging sensor batteries in a wireless sensor network (WSN) and maintaining perpetual operation of the network. Recent breakthrough in this area has opened up a new dimension to the design of sensor network protocols. In the meanwhile, mobile data gathering has been considered as an efficient alternative to data relaying in WSNs. However, time variation of recharging rates in wireless rechargeable sensor networks imposes a great challenge in obtaining an optimal data gathering strategy. In this paper, we propose a framework of joint wireless energy replenishment and anchor-point based mobile data gathering (WerMDG) in WSNs by considering various sources of energy consumption and time-varying nature of energy replenishment. To that end, we first determine the anchor point selection strategy and the sequence to visit the anchor points. We then formulate the WerMDG problem into a network utility maximization problem which is constrained by flow, energy balance, link and battery capacity and the bounded sojourn time of the mobile collector. Furthermore, we present a distributed algorithm composed of cross-layer data control, scheduling and routing subalgorithms for each sensor node, and sojourn time allocation subalgorithm for the mobile collector at different anchor points. We also provide the convergence analysis of these subalgorithms. Finally, we implement the WerMDG algorithm in a distributed manner in the NS-2 simulator and give extensive numerical results to verify the convergence of the proposed algorithm and the impact of utility weight, link capacity and recharging rate on network performance.

[1]  J G Wardrop,et al.  CORRESPONDENCE. SOME THEORETICAL ASPECTS OF ROAD TRAFFIC RESEARCH. , 1952 .

[2]  J. G. Wardrop,et al.  Some Theoretical Aspects of Road Traffic Research , 1952 .

[3]  Hanif D. Sherali,et al.  Recovery of primal solutions when using subgradient optimization methods to solve Lagrangian duals of linear programs , 1996, Oper. Res. Lett..

[4]  Raj Jain,et al.  A Quantitative Measure Of Fairness And Discrimination For Resource Allocation In Shared Computer Systems , 1998, ArXiv.

[5]  Wendi Heinzelman,et al.  Energy-efficient communication protocol for wireless microsensor networks , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[6]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[7]  Mung Chiang,et al.  Cross-Layer Congestion Control, Routing and Scheduling Design in Ad Hoc Wireless Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[8]  Ness B. Shroff,et al.  Joint Opportunistic Power Scheduling and End-to-End Rate Control for Wireless Ad Hoc Networks , 2007, IEEE Transactions on Vehicular Technology.

[9]  A. Robert Calderbank,et al.  Layering as Optimization Decomposition: A Mathematical Theory of Network Architectures , 2007, Proceedings of the IEEE.

[10]  Yuanyuan Yang,et al.  SenCar: An Energy-Efficient Data Gathering Mechanism for Large-Scale Multihop Sensor Networks , 2006, IEEE Transactions on Parallel and Distributed Systems.

[11]  M. Soljačić,et al.  Wireless Power Transfer via Strongly Coupled Magnetic Resonances , 2007, Science.

[12]  Prasun Sinha,et al.  Steady and fair rate allocation for rechargeable sensors in perpetual sensor networks , 2008, SenSys '08.

[13]  S. Dey,et al.  Optimal and Distributed Protocols for Cross-Layer Design of Physical and Transport Layers in MANETs , 2008, IEEE/ACM Transactions on Networking.

[14]  Byoungwoo Kang,et al.  Battery materials for ultrafast charging and discharging , 2009, Nature.

[15]  Norman C. Beaulieu,et al.  A Mobile-Sink-Based Packet Transmission Scheduling Algorithm for Dense Wireless Sensor Networks , 2009, IEEE Transactions on Vehicular Technology.

[16]  Izhak Rubin,et al.  Integrated Power Controlled Rate Adaptation and Medium Access Control in Wireless Mesh Networks , 2010, IEEE Transactions on Wireless Communications.

[17]  Prasun Sinha,et al.  Joint Energy Management and Resource Allocation in Rechargeable Sensor Networks , 2010, 2010 Proceedings IEEE INFOCOM.

[18]  Ness B. Shroff,et al.  Finite-horizon energy allocation and routing scheme in rechargeable sensor networks , 2011, 2011 Proceedings IEEE INFOCOM.

[19]  Jiming Chen,et al.  Energy provisioning in wireless rechargeable sensor networks , 2011, 2011 Proceedings IEEE INFOCOM.

[20]  Prasun Sinha,et al.  Perpetual and Fair Data Collection for Environmental Energy Harvesting Sensor Networks , 2011, IEEE/ACM Transactions on Networking.

[21]  Yuanyuan Yang,et al.  Joint mobile energy replenishment and data gathering in wireless rechargeable sensor networks , 2011, ITC.

[22]  Yuanyuan Yang,et al.  A Framework of Joint Mobile Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks , 2014, IEEE Transactions on Mobile Computing.

[23]  Yuanyuan Yang,et al.  Efficient Data Gathering with Mobile Collectors and Space-Division Multiple Access Technique in Wireless Sensor Networks , 2011, IEEE Transactions on Computers.

[24]  Bo Zhang,et al.  Maximum utility rate allocation for energy harvesting wireless sensor networks , 2011, MSWiM '11.

[25]  Hanif D. Sherali,et al.  On renewable sensor networks with wireless energy transfer , 2011, 2011 Proceedings IEEE INFOCOM.

[26]  Pi-Cheng Hsiu,et al.  Mobility-aware charger deployment for wireless rechargeable sensor networks , 2012, 2012 14th Asia-Pacific Network Operations and Management Symposium (APNOMS).

[27]  Yuanyuan Yang,et al.  Bounded Relay Hop Mobile Data Gathering in Wireless Sensor Networks , 2012, IEEE Transactions on Computers.

[28]  H. T. Mouftah,et al.  Suresense: sustainable wireless rechargeable sensor networks for the smart grid , 2012, IEEE Wireless Communications.

[29]  Yuanyuan Yang,et al.  Optimization-Based Distributed Algorithms for Mobile Data Gathering in Wireless Sensor Networks , 2012, IEEE Trans. Mob. Comput..

[30]  Cong Wang,et al.  Mobile data gathering with Wireless Energy Replenishment in rechargeable sensor networks , 2013, 2013 Proceedings IEEE INFOCOM.

[31]  Yuanyuan Yang,et al.  Tour Planning for Mobile Data-Gathering Mechanisms in Wireless Sensor Networks , 2013, IEEE Transactions on Vehicular Technology.

[32]  Cong Wang,et al.  NETWRAP: An NDN Based Real Time Wireless Recharging Framework for Wireless Sensor Networks , 2013, 2013 IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems.

[33]  Xin-She Yang,et al.  Introduction to Algorithms , 2021, Nature-Inspired Optimization Algorithms.

[34]  Dk Murage Circuit analysis I , 2014 .

[35]  Andrew Folick,et al.  Lysosomal signaling molecules regulate longevity in Caenorhabditis elegans , 2015, Science.