Motion-Coupled Sensing: When the State Change Powers Its Own Sensing

📅 2026-05-19
📈 Citations: 0
Influential: 0
📄 PDF

career value

243K/year
🤖 AI Summary
This work addresses the challenge of enabling immediate self-powered sensing during abrupt state changes in conventional batteryless IoT systems, where energy harvesting and event occurrence are typically decoupled. The authors propose a motion-coupled sensing mechanism that uniquely leverages routine hinge-based motions—such as those of trash bin lids, doors, and cabinets—as both the event trigger and the energy source to drive a complete wake-up–sensing–transmission cycle without polling or battery replacement. The system integrates an open-source, compact electromagnetic energy harvester with ultrasonic sensing and LoRa communication, accomplishing energy harvesting, state measurement, and data upload within a single mechanical actuation. Real-world deployments demonstrate high reliability and generality, achieving event-upload success rates of 99.3%, 92%, and 94% for trash bins, doors, and cabinets, respectively.
📝 Abstract
Batteryless IoT systems have largely followed two paths: ambient-energy sensing, where energy arrival is decoupled from the event being monitored, and kinetic event telegrams, where a user actuation powers a short report of the actuation itself. Mechanically gated states expose a third case: the access motion is not only an event to report, but the moment at which a latent physical state may have changed and must be measured. We show that routine hinge motion can supply enough energy for one bounded wake-sense-transmit transaction, including ultrasonic sensing and a long-range LoRa uplink. We call this principle motion-coupled sensing and instantiate it with an open-source compact electromagnetic harvester that retrofits to bins, doors, and cabinets with no structural modification. We size the platform for the most demanding workload, waste-bin monitoring, where each actuation must power both an ultrasonic measurement and a long-range LoRa uplink. Across five campus locations and 5,945 lid actuations, the bin deployment achieves 99.3% per-event transmission reliability. Field deployments on room doors with 1,870 actuations and office cabinets with 1,636 actuations achieve 92% and 94% transmission success respectively, demonstrating that the same energy envelope transfers across hinge geometries without hardware redesign. These results show that mechanical access can be treated as a self-powered sensing transaction, removing periodic polling and scheduled battery maintenance for IoT deployments.
Problem

Research questions and friction points this paper is trying to address.

batteryless IoT
motion-coupled sensing
energy harvesting
mechanical actuation
self-powered sensing
Innovation

Methods, ideas, or system contributions that make the work stand out.

motion-coupled sensing
batteryless IoT
energy harvesting
LoRa
ultrasonic sensing
M
Muhammad Tahir
Department of Computer Science, Lahore University of Management Sciences (LUMS), Lahore, Pakistan
M
Muhammad Mubbashar Baig
Department of Computer Science, Lahore University of Management Sciences (LUMS), Lahore, Pakistan
U
Umer Irfan
Department of Computer Science, Lahore University of Management Sciences (LUMS), Lahore, Pakistan
M
Muhammad Ahad
Department of Computer Science, Lahore University of Management Sciences (LUMS), Lahore, Pakistan
Naveed Anwar Bhatti
Naveed Anwar Bhatti
Assistant Professor, LUMS, Lahore
Cyber Physical SystemsInternet of ThingsEmbedded SystemsWireless Sensor NetworksSecurity