sudo modprobe usbmon.
Now Wireshark should show
usbmon0-N capture devices.
They correspond to USB buses (see
lsusb), so select the one on which the target device is attached.
Now filter out the right device on the bus by writing a filter.
usb.dst are the packet's source and destination address, one of which will always be "host".