Skip to content

Tohoku University Space Robotics Laboratory

The Tohoku University Space Robotics Lab single wheel testbed. An aluminum-profile frame carries a horizontal carriage along a long, shallow sand bed with a transparent side wall.

Source: [1]. CC BY 4.0.

The Space Robotics Lab in the Department of Aerospace Engineering at Tohoku University, Sendai, works on the mechanics, dynamics and control of spacecraft and of planetary exploration robots, and is closely involved in JAXA missions [6]. Its ground facilities are bench-scale terramechanics rigs rather than a large yard: a slip-controlled single wheel testbed used for wheel and grouser characterization, a modular sinkage bench for legged robot end effectors with adjustable load and ground angle [2], and rover platforms taken to external analogue sites for full-vehicle work [3]. The lab’s soils are Toyoura sand, Tohoku Silica No. 5 and FJS-1 lunar simulant [1][3].

ParameterValue
OperatorTohoku University, Space Robotics Laboratory, Department of Aerospace Engineering [1][6]
LocationAoba Aramaki, Sendai, Japan [1]
CommissionedNot published. The single wheel testbed appears in campaigns from 2019
TypeBench-scale terramechanics rigs: a slip-controlled wheel bed and a tilting sinkage bench [1][2]
Floor areaNot published
CapabilitiesWheel testbed, sinkage bench, rovers
Simulant or terrainToyoura sand, FJS-1 lunar simulant, Tohoku Silica No. 5 [1][3]. Tonnages not published
InstrumentationForce sensors, encoders, hand vane, wheel trace imaging [1][2]
Ground truthHand vane bulk density before every run; angle of repose by fixed funnel [1]
Fidelity limits1 g; minimum wheel load 5 to 10 N against a 4.1 N lunar target. See below
AccessNot published. Laboratory research equipment, no external user route in the literature
Cited byrashid
ParameterValue
Working volumeBed near 1.6 x 0.30 x 0.20 m; stable experimental region 0.4 m long
Test article limitsMinimum vertical load 5 to 10 N. Wheels run to date 200 mm diameter, 80 mm wide
VacuumNot applicable
TemperatureNot applicable
IlluminationNot published. Ordinary laboratory lighting
Simulant or terrainToyoura sand at 1440 kg/m3; FJS-1 at 1740 kg/m3, both 24.5 percent relative density
Gravity offloadNot applicable. Reduced gravity is reached by load scaling and simulation
InstrumentationForce sensors, encoders, wheel trace imaging, hand vane

Source: [1].

The testbed sets the rotational and translational velocity of the wheel independently, so that a fixed slip ratio characterizes the traveling state through the run [1]. The procedure is fixed: the soil surface is tilled to loosen it, levelled with a flat plate to a consistent horizontal height, checked for bulk density with a hand vane, then the rotational and translational velocities are set for the desired slip ratio and constant motion begins. Force sensors and encoders record force, horizontal and vertical displacement, and wheel trace images are taken. The bed is then reset and each condition repeated three times, with the experimental error taken as the standard deviation of the three run averages.

The bed dimensions are inferred rather than stated [1]. The group publishes that its discrete element replication of 0.65 x 0.14 x 0.12 m is 40 percent of the length, 47 percent of the width and 60 percent of the depth of the real bed, which puts the physical bed near 1.6 m long, 0.30 m wide and 0.20 m deep. Vertical load is commanded with the wheel’s own mass accounted for [1].

ParameterValue
Working volumeSand box 446 x 332 x 218 mm, filled to 100 mm depth
Test article limitsManually actuated linear turret, force meter resolution 0.01 N; 66 N in the published campaign
Simulant or terrainSilica sand
SlopeBox -45 to +45 degrees; load angle 0 to 90 degrees, set to 0.1 degree
InstrumentationForce meter at 0.1 s; turret displacement to 0.01 mm; universal joint wrist

Source: [2].

The sinkage bench is built for end effectors rather than wheels. A manually actuated linear turret carries a force meter connected rigidly to the gripper; the turret sits on a curved rail so the load angle can be dialled between 0 and 90 degrees, and the sand box below is mounted on an inclination-adjustable frame covering -45 to +45 degrees, so that load direction and ground slope are set independently [2]. The wrist is a universal joint with roll and yaw freedom so that load acts through the gripper center at any inclination. Load is set to the case of a hexapod standing on three legs.

The lab’s rover platforms are exercised outside these benches, at external analogue sites. EX1, a four-wheeled 21.63 kg rover of 0.82 by 0.52 by 0.67 m with a passive spring-damper suspension developed at the lab, was run at the JAXA Space Exploration Field, over a 20 m by 20 m area of Tohoku Silica No. 5 about 0.3 m deep, at wheel velocities of 0.23 to 1.17 m/s on flat ground and 0 to 18 degree slopes at up to 0.47 m/s, plus rapid acceleration and deceleration runs for transient slip [3]. The suspension concept behind EX1 was first evaluated in simulation under a 1.625 m/s2 lunar gravity field against 1 to 12 cm steps, a 10 cm hemispherical rock, a 1.5 m outcrop and 1.5 m slopes from 5 to 30 degrees, at 0.05 to 1 m/s [5].

Soil characterization is treated as a measurement in its own right. Particle density is measured to JIS A 1109:2020 and minimum and maximum bulk density to JIS A 1224:2020, and the static angle of repose is measured by the fixed funnel method over repeated runs, giving 34.3 degrees averaged over Toyoura runs and 38.0 degrees over seven FJS-1 runs, with the error taken as the standard deviation between the left and right side angles of each run [1]. The angle of repose is then used as the calibration target for discrete element parameters, so that a soil property measured independently of the wheel constrains the simulation the wheel results are compared against. Terrain deformation left by the wheel is used as a measurement rather than a by-product: grouser pitch is read from top-down images of the trace by measuring across several pitches and dividing, and the lab’s terrain deformation model takes vertical load and wheel pose to update a height map, with the load to depth relation obtained from discrete element single wheel runs [4].

Gravity is not reduced anywhere in the published setups. The lab’s route to lunar performance is a discrete element model calibrated against Earth-gravity bench data and then run at 1.62 m/s2, and the comparison it produces is a prediction, not a measurement: 4.1 N under lunar gravity matched the 24.5 N Earth gravity results for traction coefficient and tractive efficiency, with a 1 to 2 mm difference in total sinkage, and tractive force and resistive torque both reduced by a factor of six [1]. The load floor blocks the direct experiment that would test that prediction: the bench could not go below about 5 to 10 N, so the 4.1 N lunar-equivalent load could not be applied on Earth.

Soil reproduction is bounded on both sides. FJS-1’s measured bulk density range could not be covered in the matched simulation without raising particle density above the measured value, so the higher packing densities were not studied [1]. In the field, the sand used is not a mineralogical simulant at all: Tohoku Silica No. 5 is dry loose silica sand described as a low-fidelity lunar regolith simulant whose sparse grain distribution presents harsher sinkage and slip conditions than the real material [3].

Scale bounds the wheel runs. The stable region of the bed is 0.4 m long, which sets how much steady-state travel is available after transients, and at the higher speeds the group is interested in, above about 0.1 m/s, transient effects occupy a growing fraction of that distance [1]. The discrete element replication is smaller still, 0.65 m by 0.14 m by 0.12 m, sized so that boundary interaction does not impede soil flow rather than to match the bed, and its particles are represented at 1 mm radius against the sub-millimeter real grain size, a scaling of more than ten times that the authors identify as common practice and a known source of error [4].

Rashid-1 wheel traction evaluation. A wheel modeled on the Emirates Lunar Mission Rashid-1 rover, 100 mm radius, 80 mm wide, 14 grousers of 20 mm and 1.18 kg, was run in Toyoura sand and FJS-1 at the nominal per-wheel load of 24.5 N for a 10 kg rover, at 0.02 m/s nominal horizontal speed and 0.2 rad/s at zero slip, over slip ratios from 10 to 50 percent [1]. Traction coefficient and dynamic sinkage agreed between experiment and discrete element simulation over the 0 to 50 percent slip range in both soils. Grouser pitch in the wheel trace was found to be unchanged by gravity variation, which makes it usable as a visual slip indicator [1]. The wheel used on the bench differs from the flight wheel in grouser length, mass and material, with vertical load adjustment used to hold the correct load despite the mass difference. See rashid.

Legged robot gripper sinkage, 2024. An underactuated tendon-driven microspine gripper for the SCAR-E hexapod was pressed into silica sand at slope angles from 0 to 35 degrees under a load representing the robot standing on three legs [2]. Maximum sinkage rose from 12.98 mm at 0 degrees to 36.19 mm at 35 degrees, with the increase accelerating beyond 25 degrees; the operators attribute the steep rise at 35 degrees to granular collapse at the slope surface, and report agreement with the coupled multibody and discrete element model to within about 10 percent at 66 N [2].

Wheel trace deformation model, 2024. Discrete element single wheel runs were used to derive a load to depth relation for a 200 mm diameter, 80 mm wide wheel with 14 grousers of 20 mm, in a virtual bed of 0.65 m by 0.14 m by 0.12 m of Toyoura sand represented at 1 mm particle radius, and the resulting trace amplitude and profile were fed into a real-time height-map deformation model driven by vertical load and wheel pose [4].

Data-driven simulator calibration, 2026. Slip and sinkage regressions derived from the single wheel testbed, from discrete element simulation and from the EX1 field campaign were combined and integrated into the OmniLRS lunar surface simulator, targeting flat terrain and slopes to 20 degrees [3]. The group notes that including grouser length in the effective wheel radius is necessary for the slip ratio to come out positive during acceleration and steady-state driving, and negative during deceleration, as it should [3].

References

  1. Hurrell, J., Takehana, K., Tanaka, T., Uno, K., Busoud, A. K. and Yoshida, K. (2025). Traction Performance Evaluation for a Rashid-1 Rover Wheel. Space Science Reviews, 3. Source
    BibTeX
    @article{hurrell2025traction,
      author = {Hurrell, James and Takehana, Keisuke and Tanaka, Tomomi and Uno, Kentaro and Busoud, Amna Khalifa and Yoshida, Kazuya},
      title = {Traction Performance Evaluation for a Rashid-1 Rover Wheel},
      journal = {Space Science Reviews},
      volume = {221},
      number = {3},
      pages = {37},
      year = {2025},
      doi = {10.1007/s11214-025-01164-8}
    }
  2. Candalot, A., Hurrell, J., Hashim, M.-M., Hickey, B., Laine, M. and Yoshida, K. (2024). Sinkage Study in Granular Material for Space Exploration Legged Robot Gripper. Source
    BibTeX
    @inproceedings{candalot2024sinkage,
      author = {Candalot, Arthur and Hurrell, James and Hashim, Malik-Manel and Hickey, Brigid and Laine, Mickael and Yoshida, Kazuya},
      title = {Sinkage Study in Granular Material for Space Exploration Legged Robot Gripper},
      booktitle = {Proceedings of the 21st International and 12th Asia-Pacific Regional Conference of the ISTVS},
      address = {Yokohama},
      year = {2024},
      eprint = {2411.07261},
      url = {https://arxiv.org/abs/2411.07261},
      doi = {10.56884/fluruda3}
    }
  3. Kern, J. M., Hurrell, J. M., Santra, S., Takehana, K., Uno, K. and Yoshida, K. (2026). Data-Driven Terramechanics Approach Towards a Realistic Real-Time Simulator for Lunar Rovers. arXiv preprint. Source
    BibTeX
    @inproceedings{kern2026data,
      author = {Kern, Jakob M. and Hurrell, James M. and Santra, Shreya and Takehana, Keisuke and Uno, Kentaro and Yoshida, Kazuya},
      title = {Data-Driven Terramechanics Approach Towards a Realistic Real-Time Simulator for Lunar Rovers},
      journal = {arXiv preprint},
      eprint = {2601.04547},
      year = {2026},
      url = {https://arxiv.org/abs/2601.04547},
      booktitle = {2025 International Conference on Space Robotics (iSpaRo)},
      doi = {10.1109/isparo66239.2025.11436587},
      pages = {662-668},
      archiveprefix = {arXiv}
    }
  4. Kamohara, J., Ares, V., Hurrell, J., Takehana, K., Richard, A., Santra, S., Uno, K., Rohmer, E. and Yoshida, K. (2024). Modeling of Terrain Deformation by a Grouser Wheel for Lunar Rover Simulation. arXiv preprint. Source
    BibTeX
    @inproceedings{kamohara2024modeling,
      title = {Modeling of Terrain Deformation by a Grouser Wheel for Lunar Rover Simulation},
      author = {Kamohara, Junnosuke and Ares, Vinicius and Hurrell, James and Takehana, Keisuke and Richard, Antoine and Santra, Shreya and Uno, Kentaro and Rohmer, Eric and Yoshida, Kazuya},
      year = {2024},
      journal = {arXiv preprint},
      eprint = {2408.13468},
      url = {https://arxiv.org/abs/2408.13468},
      booktitle = {Proceedings of the 21st International and 12th Asia-Pacific Regional Conference of the ISTVS},
      doi = {10.56884/fryx2uhe}
    }
  5. Rodríguez-Martínez, D., Uno, K., Sawa, K., Uda, M., Kudo, G., Diaz, G. H., Umemura, A., Santra, S. and Yoshida, K. (2023). Enabling Faster Locomotion of Planetary Rovers with a Mechanically-Hybrid Suspension. arXiv preprint. Source
    BibTeX
    @article{rodriguezmartinez2023enabling,
      author = {Rodríguez-Martínez, David and Uno, Kentaro and Sawa, Kenta and Uda, Masahiro and Kudo, Gen and Diaz, Gustavo Hernan and Umemura, Ayumi and Santra, Shreya and Yoshida, Kazuya},
      title = {Enabling Faster Locomotion of Planetary Rovers with a Mechanically-Hybrid Suspension},
      journal = {arXiv preprint},
      eprint = {2307.04494},
      year = {2023},
      url = {https://arxiv.org/abs/2307.04494}
    }
  6. (2026). Space Robotics Lab: About. astro2.mech.tohoku.ac.jp/en/about (accessed 2026-08-28) archived copy
    BibTeX
    @misc{tohokusrlabout,
      title = {Space Robotics Lab: About},
      howpublished = {\url{https://astro2.mech.tohoku.ac.jp/en/about/}},
      organization = {astro2.mech.tohoku.ac.jp},
      urldate = {2026-08-28},
      year = {2026}
    }