HARNESS - Harvesting-AwaRe Networked Embedded Sensor Systems

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Energy Harvesting Platform

[1] K. Lin, J. Yu, J. Hsu, S. Zahedi, D. Lee, J. Friedman, A. Kansal, V. Raghunathan, and M. Srivastava, "Heliomote: Enabling Long-Lived Sensor Networks Through Solar Energy Harvesting," in SenSys, 2005.
[2] X. Jiang, J. Polastre, and D. Culler , "Perpetual Environmentally Powered Sensor Networks," in IPSN, 2005.
[3] F. Simjee and P. H. Chou, "Everlast: Long life, Supercapacitor operated Wireless Sensor Node," in ISLPED, 2006.
[4] C. E. Reimers, L. M. Tender, S. Fertig, Wei Wang, "Harvesting energy from the marine sediment- water interface", Environ. Sci. Technol., 2001, 35 (1), pp 192-195.
[5] G.K. Ottman, H.F. Hofmann; A.C. Bhatt, G.A. Lesieutre, "Adaptive piezoelectric energy harvesting circuit for wireless remote power supply", in IEEE Transactions on Power Electronics, 2002, 17 (5), pp 669-676.
[6] S. P. Beeby, M. J. Tudor and N. M. White, "Energy harvesting vibration sources for microsystems applications, " in Measurement Science and Technology, 2006, 17(12).
[7] S. Meninger, J.O. Mur-Miranda, R. Amirtharajah, A. Chandrakasan, J.H. Lang, "Vibration-to-electric energy conversion", in IEEE on VLSI, 2001, 9(1), pp 64-76. Circuit Design consideration
[8] V. Raghunathan, A. Kansal, J. Hsu, J. Friedman, M. Srivastava, "Design considerations for solar energy harvesting wireless embedded systems", in IPSN, 2005
[9] V. Raghunathan, P. H. Chou, "Design and Power Management of Energy Harvesting Embedded Systems," in ISLPED, 2006.
[10] D. Dondi, A. Bertacchini, L. Larcher, P. Pavan, D. Brunelli, L. Benini, "A solar energy harvesting circuit for low power applications," in ICSET, 2008.
[11] J. Taneja , J. Jeong , D. Culler, "Design, Modeling, and Capacity Planning for Micro-Solar Power SensorNetworks, " in IPSN, 2008.
[12] J. Jeong, "A Practical Theory of Micro-Solar Power Sensor Networks, " Ph.D Thesis, Electrical Engineering and Computer Sciences, University of California at Berkeley, 2004

Solar energy prediction

[13] M. Ali, B. Al-Hashimi, J. Recas and D. Atienza, "Evaluation and Design Exploration of Solar Harvested-Energy Prediction Algorithm," in DATE, 2010.
[14] J. R. Piorno, C. Bergonzini, D. Atienza, T. S. Rosing, “Prediction and Management in Energy Harvested Wireless Sensor Nodes”, in Wireless VITAE 2009
[15] N. Sharma , J. Gummeson , D. Irwin , P. Shenoy , “Cloudy Computing: Leveraging Weather Forecasts in Energy Harvesting Sensor Systems”, in Secon 2010
Also as part of [16] & [33] below

Dynamic Power Management and Task Scheduling for EH-WSNs

[16] J. Hsu, S. Zahedi, A. Kansal, M. Srivastava, V. Raghunathan, "Adaptive Duty Cycling for Energy Harvesting Systems," in ISLPED, 2006.
[17] A. Kansal, M.B. Srivastava, "An environmental energy harvesting framework for sensor networks", in ISLPED, 2003
[18] C. Moser, L. Thiele, D. Brunelli, L. Benini, "Robust and Low Complexity Rate Control for Solar Powered Sensors, " in DATE, 2008.
[19] C. Moser, D. Brunelli, L. Thiele, L. Benini, "Lazy Scheduling for Energy Harvesting Sensor Nodes," in DIPES, 2006.
[20] S. Liu, Q. Qiu, Q. Wu, "Energy Aware Dynamic Voltage and Frequency Selection for Real-Time Systems with Energy Harvesting", in DATE, 2008
[21] S. Liu, Q. Wu, Q. Qiu, "An adaptive scheduling and voltage/frequency selection algorithm for real-time energy harvesting systems," in DAC, 2009.
[22] A. Ravinagarajan, D. Dondi and T. S. Rosing, "DVFS Based Task Scheduling in a Harvesting WSN for Structural Health Monitoring," in DATE, 2010.
[23] B. Zhang, R. Simon, and H. Aydin. Joint Voltage and Modulation Scaling for Energy Harvesting Sensor Networks. Proceedings of the First International Workshop on Energy Aware Design and Analysis of Cyber Physical Systems (WEA-CPS'10), Stockholm, Sweden, April 2010

Energy Harvesting-Aware Clustering and Routing Algorithm

[24] T. Voigt, A. Dunkels, J. Alonso, H. Ritter, J. Schiller, "Solar-aware clustering in wireless sensor networks," in ISCC, 2004.
[25] M. Minami, T. Morito, H. Morikawa, T. Aoyama, "Solar Biscuit: A Battery-less Wireless Sensor Network System for Environmental Monitoring Applications", 2nd International Workshop on Networked Sensing Systems, 2005.
[26] J. Islam, M. Islam and N. Islam, "A-sLEACH: An advanced Solar Aware Leach Protocol for Energy Efficient Routing in Wireless Sensor Networks", International Conference on Networking, vol. 0, p. 4, 2007
[27] E. Lattanzi, E. Regini, A. Acquaviva, and A. Bogliolo, "Energetic sustainability of routing algorithms for energy harvesting wireless sensor networks,j" Computing Communicatoin, vol. 30, no. 14-15, pp. 2976-2986, 2007
[28] L. Lin, N. B. Shroff, and R. Srikant, "Asymptotically optimal energy aware routing for multip wireless netwoks with renewable energy sources, " IEEE/ACM Trans. Network, vol. 15, no. 5, pp. 1021-1034, 2007
[29] L. Lin, N. B. Shroff, and R. Srikant, "Energy-aware Routing in Sensor Networks: A Large System Approach", Ad Hoc Networks
[30] K. Zeng, K. Ren, W. Lou and P. J. Moran, "Energy-aware geographic routing in lossy wireless sensor networks with environemental energy supply" in Proc. f the 3rd Internaltional conference on Quality of service in heterogeneous wired/wireless networks. ACM Press, 2006, p. 8
[31] D. Hasenfratz, A. Meier, C. Moser, J. J. Chen, and L. Thiele , "Analysis, Comparison, and Optimization of Routing Protocols for Energy Harvesting Wireless Sensor Networks," in SUTC, 2010.
[32] M. K. Jakobsen, J. madsen, and M. R. Hansen, "DEHAR: a Distributed Energy Harvesting Aware Routing Algorithm for Ad-hoc Multi-hop Wireless Sensor Networks", in WOWMOM 2010

Data Collection Applications in EH-WSNs

[33] V. Pryyma, L. Boloni, and D. Turgut, "Uniform Sensing Protocol for Autonomous Rechargeable Sensor Networks", in MSWiM, 2008
[34] D. K. Noh, L. Wang, Y. Yang, H. K. Le, and T. Abdelzaher, "Minimum Variance Energy Allocation for a Solar-Powered Sensor System," in DCOSS, 2009.
[35] L. Wang, D. K. Noh, Y. Yang, H. K. Le, T. F. Abdelzaher and M. Ward, "AdaptSens: An Adaptive Data Collection and Storage Service for Solar-Powered Sensor networks," in RTSS, 2009.
[36] K. Fan, Z. Zheng, P. Sinha, "Steady and Fair Rate Allocation for Rechargeable Sensors in Perpetual Sensor Networks," in SenSys, 2008.
[37] B. Zhang, R. Simon and H. Aydin,”Energy Management for Time-Critical Energy HarvestingWireless Sensor Networks” in SSS, 2010
[38] B. Zhang, R. Simon, and H. Aydin. "Maximal Utility Rate Allocation for Energy Harvesting Wireless Sensor Networks". To appear in Proceedings of the 14th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWIM'11), Miami Beach, FL, October 2011

Applications in general

[39] C. Moser, J. J. Chen, L. Thiele, "Power Management in Energy Harvesting Embedded Systems with Discrete Service Levels," in ISLPED, 2009.
[40] C. Moser, J.-J. Chen, L. Thiele, "Optimal service level allocation in environmentally powered embedded systems", in SAC, 2009.

Platforms, Measurements and Algorithms for Indoor Energy Harvesting

[41] A. Hande, T. Polk, W. Walker and D. Bhatia, “Indoor Solar Energy Harvesting for Sensor Network Router Nodes”, Journal of Microprocessors and Microsystems - Special Issue on Sensor Systems, December 2006
[42] R. Zollinger, inDOOR Energy Harvester. [Online] http://itp.nyu.edu/sigs/sustainable/indoor-energy-harvesting
[43] Y. K. Tan, S. K. Panda, “Energy Harvesting From Hybrid Indoor Ambient Light and Thermal Energy Sources for Enhanced Performance of Wireless Sensor Nodes”, IEEE Trans. On Industrial Electronics, Vol. 58, No. 9, September 2011
[44] J. Gummeson, S. S. Clark, K. Fu, D. Ganesan, “ On the Limits of Effective Hybrid Micro-Energy Harvesting on Mobile CRFID Sensors”, MobiSys’10
[45] M. Gorlatova, Z. Noorbhaiwala, A. Skolnik, J. Sarik, M. Zapas†, M. Szczodrak, J. Chen, L. Carloni, P. Kinget, I. Kymissis, D. Rubenstein, G. Zussman, “Prototyping Energy Harvesting Active Networked Tags: Phase II Mica Mote-based Devices”, Mobicom 2010
[46] M. Gorlatova, A. Wallwater, G. Zussman, “Networking Low-Power Energy Harvesting Devices:Measurements and Algorithms”, INFOCOMM 2011

Wireless Power Transfer & Mobility

[47] M. Rahimi, H. Shah, G.S. Sukhatme, J. Heideman, D. Estrin, "Studying the feasibility of energy harvesting in a mobile sensor network", in ICRA, 2003.
[48] Yang Peng, Zi Li, Wensheng Zhang, Daji Qiao, "Prolonging Sensor Network Lifetime Through Wireless Charging" in RTSS, 2010
[49] A. Kurs, A. Karalis, R. Moffatt, J. D. Joannopoulos, P. Fisher and M. Soljacic, "Wireless Power Transfer via Strongly Coupled Magnetic Resonances", in Science, 2007, 317(5834), pp. 83-86.

Data Collection Applications in Traditional Battery-Operated WSN

[50] Q. Han, S. Mehrotra, N. Venkatasubramanian, "Energy Efficient Data Collection in Distributed Sensor Environments," in ICDCS, 2003.
[51] Qi Han Nalini Venkatasubramanian, "Addressing Timeliness/Accuracy/Cost Tradeoffs in Information Collection for Dynamic Environments, " in RTSS, 2003.
[52] X. Yu, K. Niyogi, S. Mehrotra, N. Venkatasubramanian, "Adaptive Target Tracking in Sensor Networks," in CNDS, 2004
[53] I. Lazaridis, Q. Han, X. Yu, S. Mehrotra, N. Venkatasubramanian; D. Kalashnikov, W. Yang, "QUASAR: Quality Aware Sensing Architecture," in ACM SIGMOD, 2004.
[54] C. Olston, B. T. Loo, and J. Widom, "Adaptive precision setting for cached approximate values," in ACM SIGMOD, 2001.

Mobile data collector(mobile sink)

[55] Ming Ma and Yuanyuan Yang, "Data Gathering in Wireless Sensor Networks with Mobile Collectors", IEEE 2008
[56] Onur Tekdas, Jong Hyun Lim, "Using Mobile Robots to Harvest Data from Sensor Fields", 2008 (robots path planning in the scenario where sensors are widely deployed. concept proof)
[57] Onur Tekdas, Nikhil Karnad, "Efficient Strategies for Collecting Data from Wireless Sensor Network Nodes using Mobile Robots", SIR 2009 (indoor application. mainly addressing robots' position and orientation that affect the lifetime)
[58] Miao Zhao and Yuanyuan Yang, "Data Gathering in Wireless Sensor Networks with Multiple Mobile Collectors and SDMA", Technique Sensor Networks (minimize maximum data gathering time among different regions generated by dividing sensor fields)
[59] Leonidas Tzevelekas,Ioannis StavrakakisSink, "Mobility schemes for data extraction in large scale WSNs under single or zero hop data forwarding", 2010 European Wireless Conference (concentrate on how close the robot moves to the sensor node and the way the mobile sink moves)
[60] Deepak Bhadauria and Volkan Isler, "Data Gathering Tours for Mobile Robots", IROS'09 (multi-robot path planning aiming at minimizing time to collect data from all devices)
[61] Sandra P. Tinta, Yu Zhou, "Robot-assisted Energy-Efficient Data Collection from High-Fidelity Sensor Networks",TePRA'09 (using mobile robot to collect high resolution from event-driven tiered sensor network. tour planning based on TSP, minimizing overall data collection time. energy consumed under different event patterns.)
[62] SUSHANT JAIN, "Exploiting Mobility for Energy Efficient Data Collection in Wireless Sensor Networks", Mobile networks and Applications,06 (provide an analytical model to analyze performance metrics: data transfer, latency, power)

Mobile robots as data relay in wsn
[63] Wei Wang, Vikram Srinivasan, Kee-Chaing Chua, "Using Mobile Relays to Prolong the Lifetime of Wireless Sensor Networks", MobiCom'05 a survey about mobility in wireless sensor network
[64] JIAN MA, CANFENG CHEN AND JYRI P. SALOMAA "mWSN for Large Scale Mobile Sensing" Journal of Signal Processing Systems 51, 195–206, 2008

Others

[65] Qualnet network simulator. [Online]. "http://www.scalable-networks.com/products/qualnet/"
[66] Crossbow Technology INC. Mica-2 Data Sheet. [Online] Crossbow, http://www.xbow.com.
[67] National Renewable Energy Lab. [Online]. "http://www.nrel.gov"