Research Articles
Technical publication • 2020
Rose, Borchert, Mitchell, and Connelly describe an architecture that evaluates identity, devices, and resources before establishing access. The publication supports architecture and use-case design. Effectiveness still needs to be measured in the organization’s own systems.
NIST SP 800-207Evaluation report • 2019
Grother, Ngan, and Hanaoka measure performance differences across demographic groups among algorithms evaluated by NIST. Read the results alongside the matching task and error metric. Results for one model or dataset need further testing before generalization.
NISTIR 8280Journal • 2016
Shi and colleagues discuss processing near devices and examine several IoT scenarios. The trade-offs among latency, bandwidth, privacy, and energy depend on the workload. Measure application needs before dividing work among devices, gateways, and the cloud.
IEEE Internet of Things JournalBook • 2005
Thrun, Burgard, and Fox explain how robots update estimates of position and surroundings when sensor measurements are uncertain. The book provides foundations for localization and mapping. Field tests are still needed to assess sensor and model quality in the operating environment.
The MIT Press