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Updated: Feb 4, 2026

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
Published on: September 8, 2023
Materials Advances for Distributed Environmental Sensor Networks at Scale
Kenneth E Madsen1,2, Matthew T Flavin3, John A Rogers1,4,5,6,7
1Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA.
Abstract:
Historic and ongoing efforts in ecology and environmental science have highlighted the pressing need to monitor the health, sustainability, and productivity of global and local ecosystems. Interest in these areas reflects a need to both determine the suitability of environments to support human activity (settlement, agriculture, industry) and to evaluate the impacts of such anthropogenic action. Of interest are chemical, biological, and physical factors which reduce ecosystem viability due to human intervention. Evaluating these factors, and their impact on global health, ecological stability, and resource availability demands improvements to existing environmental sensing technologies. Current methods to quantify chemical pollutants, biological factors, and deleterious physical conditions affecting target ecosystems suffer from lack of automation and narrow spatiotemporal range. Recent advances in materials science, chemistry, electronics, and robotics offer solutions to this problem. A vision emerges for fully autonomous, networked, and ecoresorbable sensing systems that can be deployed over large aerial, terrestrial, and aquatic environments. This Review describes ongoing efforts in these areas, focusing on materials advances supporting the accurate quantification of environmental factors with apparatus that accommodates full or partial device resorption. Discussion begins with an overview of hazards affecting global ecosystems, followed by a description of existing detection methods to quantify their severity. We proceed with an exploration of existing and developing technologies affecting sensor dispersion, motility, communication, and power. Finally, we describe exciting recent efforts in the development of environmentally degradable materials that could prove beneficial in the realization of massively distributed (millions of individual sensors) transient sensor networks.
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