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The presentation discusses applications such as gesture recognition, climate control, health monitoring and audio sectioning, which can be enabled by unobtrusive and privacy preserving devices such as radar and capacitive sensors and the co-processing of this data for measurement augmentation. We also discuss some of the challenges and benefits of imaging radar and highlight applications that are enabled by the technology.