Spectrum Management
Cloud-native, multi-entity and -user spectrum sharing APIs for active and passive sensitive-user use cases
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OpenZMSAutomated spectrum management platform
Intelligent sharing workflows for radio dynamic zones
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OpenZMS was first described in this paper introducing POWDER-RDZ:
POWDER-RDZ: Prototyping a Radio Dynamic Zone using the POWDER platform
David Johnson, Dustin Maas, Serhat Tadik, Alex Orange, Leigh Stoller, Kirk Webb, Basit Awan, Jacob Bills, Miguel Gomez, Aarushi Sarbhai, Greg Durgin), Sneha Kumar Kasera, Neal Patwari, David Schurig, and Jacobus (Kobus) Van der Merwe
IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN) 2024.
This article provides an extended discussion of OpenZMS, a federated ZMS architecture, and POWDER's RDZ-in-RDZ:
Building Radio Dynamic Zones with OpenZMS
David Johnson, Dustin Maas, Serhat Tadik, Alex Orange, Leigh Stoller, Kirk Webb, Basit Awan, Jacob Bills, Miguel Gomez, Aarushi Sarbhai, Greg Durgin), Sneha Kumar Kasera, Neal Patwari, David Schurig, and Jacobus (Kobus) Van der Merwe
IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN) May 2025
This article presents our extensions to OpenZMS in pursuit of continuous spectrum sensing, intelligent analysis, and automatic data management:
Towards adaptable data & processing pipelines for spectrum sensing and intelligence in an RDZ
David Johnson, Ethan Stanley, Dustin Maas, Gary Wong, and Jacobus (Kobus) Van der Merwe
NRDZCOM8 Workshop at IEEE MILCOM 2026 Oct 2026