Quickstart: Before You Begin

Read this first. The Juqiao Tactile Glove is a woven fiber pressure sensor — not a motion capture glove. This page explains what it measures, what robot hand it pairs with, connectivity options (USB wired), and what you will have running when you finish setup.

What the Juqiao Glove Measures

The Juqiao Tactile Glove is a pressure distribution sensor, not a joint angle tracker. This is an important distinction:

  • What it measures: Contact pressure distribution across 64 sensing nodes covering the full palm, finger pads, and fingertips — at up to 200 Hz.
  • What it does NOT measure: Finger joint angles or hand pose. It does not tell you where the fingers are in space.

This means the Juqiao Glove is not a standalone teleoperation input device for robot hand control. It is a tactile sensing layer that augments another input device (e.g., a motion capture system, VR controllers, or the Orca Hand's own compliance mode). Its primary value is in capturing contact force during demonstrations for policy training.

The most common use case: Wear the Juqiao Glove while doing hand teleoperation. The glove captures how hard you are pressing when grasping — this tactile signal is recorded alongside robot joint data for contact-rich policy training.

What Does It Pair With?

The Juqiao Glove can be worn with any robot hand system. The pairing determines how tactile data is used in your pipeline.

Orca Hand

The strongest pairing. Wear the glove while teleoperating the Orca Hand in compliance mode. Glove pressure data captures grasp quality that joint positions alone cannot express.

Recommended

Wuji Hand / Custom Hands

Any dexterous robot hand with fingertip tactile capability can use the Juqiao Glove for human-side contact measurement during demonstrations.

Compatible

Standalone Sensing

Use the glove standalone to study human grasp patterns, measure contact area during manipulation, or annotate existing video datasets with pressure signals.

Supported

VR Hand Tracking

Combine with Meta Quest hand tracking: VR gives joint angles, glove gives contact pressure. Together they form a complete dexterous demonstration signal.

Research Use

Wired USB Connection

The Juqiao Glove connects via USB CDC serial — the same protocol as a standard serial port. There is no wireless version at present. The USB cable exits from the wrist cuff and connects directly to your host PC.

Latency

The high-frequency version achieves up to 200 Hz full-array sampling. Round-trip latency from contact to Python callback is approximately 5–8ms over USB, dominated by the OS USB polling interval. At 200 Hz, each sample is 5ms apart — this is sufficient for capturing contact onset transients, slip events, and grasp dynamics in real time.

Cable management for teleoperation

A 1.5 m USB cable gives enough range for tabletop manipulation. For reaching tasks above table height, use a USB extension cable or a USB hub mounted to the operator's wrist. The cable should be routed to not restrict wrist rotation — route it along the forearm and clip it to a sleeve.

No pairing or firmware update needed: The glove appears as a standard USB CDC serial device. No custom driver installation required on any OS — it shows up as /dev/ttyACM0 (Linux), /dev/tty.usbmodem* (macOS), or COMx (Windows).

How Long Does Setup Take?

The Juqiao Glove is the fastest hardware in this ecosystem to bring up — from box to live pressure data in under 10 minutes.

Hardware unboxing
<5m
Put on the glove, plug USB cable into host PC
Software install
~5m
pip install juqiao-glove, verify USB port detection
First data stream
~2m
Run juqiao_glove.stream, see pressure heatmap
Platform integration
~20m
Sync glove stream with Orca Hand or recording pipeline

Total standalone setup: under 15 minutes. Integration with a robot hand system adds another 20–30 minutes for timestamp synchronization.

Hardware Checklist

  • Juqiao Tactile Glove (left or right hand) 64-node woven fiber pressure sensor. Available in high-frequency (200 Hz) and standard (50 Hz) versions. Contact SVRC for pricing and ordering →
  • USB-A cable (1.5 m, included) Ships with the glove. The wrist cuff exposes a standard USB-A connector. Extensions available if you need more cable length.
  • Host PC (any OS) Python 3.9+ on macOS, Linux, or Windows. Standard USB CDC driver — no custom driver installation.
  • Dexterous robot hand (for teleoperation use) Orca Hand, Wuji Hand, or compatible. The glove works standalone for pressure sensing but requires a robot hand for the full teleoperation + data collection pipeline.

What You Can Do After Setup

Stream live 64-node pressure heatmap at up to 200 Hz from your Python code
Detect contact onset, slip, and release events in real time using the threshold API
Record synchronized tactile pressure data alongside robot joint state during teleoperation
Publish multi-modal datasets (vision + proprioception + tactile) for contact-rich policy training
Annotate grasp quality from tactile signals — flag slippage events automatically in your dataset

Ready? Start the Setup Guide.

From unboxing to live pressure data in under 10 minutes.