We propose a novel type of earthbound gravitational wave detector targeting a frequency band of 0.1–10 Hz. By using repeatedly free falling test masses—juggling—one can in principle decouple test masses from the seismically noisy environment and avoid suspension thermal noise in a straightforward manner. As a consequence, the measurement process will not be continuous anymore. We show that to a given extent, continuous signals can be extracted from the discontinuous data by removing a linear trend for the data as well as for the filter templates in each measurement cycle. Moreover, using a laser interferometer topology in principle allows for scaling to a long-baseline detector to achieve scientifically significant strain sensitivities and to be complementary to advanced detectors that are optimized for a frequency band of 10–104 Hz. The presented Michelson type juggled interferometer offers a variety of interesting technical as well as theoretical challenges during the development to an instrument for new astronomy.