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首页> 外文期刊>Microelectronics journal >A 256 pixel, 21.6 μW infrared gesture recognition processor for smart devices
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A 256 pixel, 21.6 μW infrared gesture recognition processor for smart devices

机译:用于智能设备的256像素,21.6μW红外手势识别处理器

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摘要

This paper presents a low-power digital signal processor for gesture detection using infrared (IR) sensors. IR compatible detecting algorithms are introduced to reduce power consumption and provide accurate detections for various types of gestures including sweeping in 8 directions, zooming in/out and a unique wake-up gesture. To further reduce the power, the proposed algorithm is capable of setting the processor into idle mode when there is no motion and resume active mode upon wake-up request. Test chips were fabricated in a 65 nm commercial TSMC process and occupy an area of 580 mu m x 580 mu m. Measurement results taking input from a 16 x 16 Heiman IR sensor array show that the proposed gesture recognition processor is able to detect correct gestures at 100 MHz maximum clock frequency. Under normal working condition, the processor consumes 21.6 mu W in active mode and 7.2 mu W in idle mode while processing 8-bit 16 x 16 input data array at 30 fps.
机译:本文提出了一种用于使用红外(IR)传感器进行手势检测的低功耗数字信号处理器。引入了与IR兼容的检测算法,以减少功耗并为各种类型的手势提供准确的检测,包括沿8个方向扫动,放大/缩小和独特的唤醒手势。为了进一步降低功耗,所提出的算法能够在没有运动时将处理器设置为空闲模式,并在唤醒请求后恢复活动模式。测试芯片是在65纳米商业TSMC工艺中制造的,占地580微米x 580微米。从16 x 16 Heiman红外传感器阵列输入的测量结果表明,所提出的手势识别处理器能够在100 MHz最大时钟频率下检测正确的手势。在正常工作条件下,处理器以30 fps的速度处理21.6μW的活动模式功耗和7.2μW的空闲模式功耗,同时处理8位16 x 16输入数据阵列。

著录项

  • 来源
    《Microelectronics journal》 |2019年第4期|49-56|共8页
  • 作者单位

    Nanyang Technol Univ, Sch Elect & Elect Engn, 50 Nanyang Ave, Singapore 639798, Singapore;

    Univ Michigan, Dept Elect Engn & Comp Sci, 1301 Beal Ave,2417C EECS, Ann Arbor, MI 48109 USA;

    Univ Michigan, Dept Elect Engn & Comp Sci, 1301 Beal Ave,2417C EECS, Ann Arbor, MI 48109 USA;

    Nanyang Technol Univ, Sch Elect & Elect Engn, 50 Nanyang Ave, Singapore 639798, Singapore;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Gesture recognition; Passive infrared;

    机译:手势识别;被动红外;

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