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This video is a short description and demonstration of the IoBT Testbed that is in the process of being setup as part of ARL's Multi-purpose Sensing Area (MSA)…
IoBT MSA Testbed
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The video presents future concepts for an IoBT-supported Common Operating Picture interface, based on virtual reality.
Video: Innovation - Cross Reality Common…
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In this video, we show the challenges and directions how to find objects and actions in multi-view video 360 video streams to be processed on pico-clusters which are…
Video: 360 Action via Pico Clusters
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This video provides a poster presentation from the IoBT Collaborative Research Alliance discussing information-related challenges and related research in addressing the…
Video: Innovation Information Theoretic Insights…
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This video is a poster presentation on detect activity using non-traditional sensor modalities. It is intuitive how sensors designed with the specific purpose of…
Video: Activity Detection with Unconventional…
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In Reinforcement learning, a decision-support system generates training data by interacting with, or sensing, the world. The system must learn the consequences of its…
Video: Innovation – High Confidence…
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The dynamics of adversarial activity in the modern battlefield will demand techniques that can quickly adapt and adjust given environmental and/or enemy dynamics. This…
Video: Innovation – One-Sided Switching…
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This video provides details on an approach that addresses how to incorporate future knowledge of the battlefield risks and dynamics in adaptive placement of computations…
Video: Innovation – Risk-Aware Adaptive…
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This video presents ongoing work under IoBT Task 3.2 on methods for optimally partitioning deep neural network models for execution over heterogeneous IoBT networks as…
Video: Innovation – Distributed Prediction…
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In this experiment a network of ultra-wideband radios provides localization services for a drone via time-of-flight calculations. One beacon will be controlled by an…
Video: Innovation – Resilient Localization…
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Large scale distributed optimization has become increasingly important with the emergence of edge computation architectures such as in the federated learning setup,…
Video: Innovation – Communication-Efficient…
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This video provides an overview of mission-oriented network synthesis using available sensors (both fixed and deployable) and compute elements to achieve mission goals…
Video: Innovation – Boolean Logic For…
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This video illustrates a research project focused on characterizing properties of gray assets. Cameras are ubiquitous public assets in many large cities, and can be…
Video: Innovation – Characterizing…
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Sensor modality: Sensors measure some form of energy and process it in analytical ways. Modality refers to the raw input used by the sensors, such as sound, pressure,…
Video: Unconventional Sensor Modalities
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The increasing adoption of artificial intelligence and machine learning in systems, including safety-critical systems, has created a pressing need for developing…
Video: Innovation – Trinty: Trusted,…
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This video provides a quick overview of the IoBT Collaborative Research Alliance with interviews from the performing member of the alliance.
Video: IoBT Collaborative Research Alliance…
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