ACM Transactions on Graphics · 2016 · 938 citations · 75 references
EngineeringComputer EngineeringComputer ScienceEmbedded SystemsHuman-computer InteractionSensorsGesture AnalysisGesture RecognitionGesture VocabularyMultimodal InteractionRadar Signal ProcessingRadar SystemsGesture SensingGesture TrackingGesture-based User InterfacesHand Tracking SensorsHardware AbstractionHardware Abstraction Layer DesignRobust Gesture RecognitionSensor-based Gesture Recognition
This paper presents Soli , a new, robust, high-resolution, low-power, miniature gesture sensing technology for human-computer interaction based on millimeter-wave radar. We describe a new approach to developing a radar-based sensor optimized for human-computer interaction, building the sensor architecture from the ground up with the inclusion of radar design principles, high temporal resolution gesture tracking, a hardware abstraction layer (HAL), a solid-state radar chip and system architecture, interaction models and gesture vocabularies, and gesture recognition. We demonstrate that Soli can be used for robust gesture recognition and can track gestures with sub-millimeter accuracy, running at over 10,000 frames per second on embedded hardware.
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