Kicking Yourself Awake: Towards self-powering mats for room-level localization and occupancy detection

Motivated by the desire to reduce wiring costs in building occupancy monitoring systems, we explore the feasibility of waking a sensor node precisely when an event of interest occurs. We realize this through the use of piezoelectric devices that can be used to sense pressure and to harvest enough energy to wake and power a wireless sensor node. We envision their use in self-powering floor mats that can be placed at the entrance of each room that are awoken by a footstep and send footstep counts to an occupancy monitoring system. Early prototype measurements suggest that sufficient energy is generated from a footstep and that the piezo signal is accurate enough to identify footsteps and their direction.

[1]  Theis Heidmann Pedersen,et al.  Method for room occupancy detection based on trajectory of indoor climate sensor data , 2017 .

[2]  F. Livesey,et al.  The ORL active floor [sensor system] , 1997, IEEE Wirel. Commun..

[3]  D. Inman,et al.  A Review of Power Harvesting from Vibration using Piezoelectric Materials , 2004 .

[4]  Henry A. Sodano,et al.  A review of power harvesting using piezoelectric materials (2003–2006) , 2007 .

[5]  V. Ferrari,et al.  Thermal energy harvesting through pyroelectricity , 2010 .

[6]  Carla Schlatter Ellis,et al.  Using Ground Reaction Forces from Gait Analysis: Body Mass as a Weak Biometric , 2007, Pervasive.

[7]  Robert J. Logan,et al.  Perception of acoustic source characteristics: walking sounds. , 1991, The Journal of the Acoustical Society of America.

[8]  Axel Steinhage,et al.  SensFloor® and NaviFloor®: Large-Area Sensor Systems beneath Your Feet , 2011 .

[9]  Heath Hofmann,et al.  Adaptive piezoelectric energy harvesting circuit for wireless remote power supply , 2002 .

[10]  Saandeep Depatla,et al.  Occupancy Estimation Using Only WiFi Power Measurements , 2015, IEEE Journal on Selected Areas in Communications.

[11]  Elias Siores,et al.  An investigation of energy harvesting from renewable sources with PVDF and PZT , 2011 .

[12]  Jong-Ho Park,et al.  Ultra Precision Positining System for Servo Motor-piezo Actuator Using the Dual Servo Loop and Digital Filter Implementation , 1999 .

[13]  Luis M. Candanedo,et al.  Accurate occupancy detection of an office room from light, temperature, humidity and CO2 measurements using statistical learning models , 2016 .

[14]  M. D. Addlesee,et al.  The ORL Active Floor , 1997 .

[15]  Joseph A. Paradiso,et al.  Energy scavenging for mobile and wireless electronics , 2005, IEEE Pervasive Computing.

[16]  T. Higuchi,et al.  Precision positioning device utilizing impact force of combined piezo-pneumatic actuator , 2001 .

[17]  Patrick Fleischmann,et al.  Battery-Free Classroom Response System Using Piezo-Electric Buttons , 2019 .

[18]  T. Teixeira,et al.  A Survey of Human-Sensing : Methods for Detecting Presence , Count , Location , Track , and Identity , 2010 .

[19]  Shashank Priya,et al.  Floor Tile Energy Harvester for Self-Powered Wireless Occupancy Sensing , 2015 .

[20]  Joseph A. Paradiso,et al.  A Compact, Wireless, Self-Powered Pushbutton Controller , 2001, UbiComp.

[21]  Joseph A. Paradiso,et al.  Energy Scavenging with Shoe-Mounted Piezoelectrics , 2001, IEEE Micro.

[22]  J. Sabatier,et al.  Vibration and sound signatures of human footsteps in buildings. , 2006, The Journal of the Acoustical Society of America.

[23]  Ismail Güvenç,et al.  IoT-based occupancy monitoring techniques for energy-efficient smart buildings , 2015, 2015 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

[24]  Yu Yao,et al.  An RF doormat for tracking people's room locations , 2013, UbiComp.

[25]  Fuchun Sun,et al.  Robotic Room-Level Localization Using Multiple Sets of Sonar Measurements , 2017, IEEE Transactions on Instrumentation and Measurement.

[26]  Daniel J. Inman,et al.  Piezoelectric Energy Harvesting , 2011 .

[27]  Ming Jin,et al.  SoundLoc: Accurate room-level indoor localization using acoustic signatures , 2015, 2015 IEEE International Conference on Automation Science and Engineering (CASE).

[28]  Claire C. Gordon,et al.  2012 Anthropometric Survey of U.S. Army Personnel: Methods and Summary Statistics , 2014 .

[29]  David Wetherall,et al.  Ambient backscatter: wireless communication out of thin air , 2013, SIGCOMM.

[30]  Piezo-Smart Roads , 2013 .

[31]  Jung Hwan Ahn,et al.  Optimized composite piezoelectric energy harvesting floor tile for smart home energy management , 2018, Energy Conversion and Management.

[32]  Kamin Whitehouse,et al.  Doorjamb: unobtrusive room-level tracking of people in homes using doorway sensors , 2012, SenSys '12.

[33]  Ronald Raulefs,et al.  Recent Advances in Indoor Localization: A Survey on Theoretical Approaches and Applications , 2017, IEEE Communications Surveys & Tutorials.

[34]  Michel Deriaz,et al.  Robust ultrasound-based room-level localization system using COTS components , 2016, 2016 Fourth International Conference on Ubiquitous Positioning, Indoor Navigation and Location Based Services (UPINLBS).

[35]  Mohamed Elhadidi,et al.  Feasibility Study for Using Piezoelectric Energy Harvesting Floor in Buildings’ Interior Spaces , 2017 .

[36]  Zhong Lin Wang,et al.  Triboelectric nanogenerator built inside shoe insole for harvesting walking energy , 2013 .

[37]  Wade Trappe,et al.  PIP Tags: Hardware Design and Power Optimization , 2008 .