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EVIDENCE

Evidence

Explore source-backed Research, Ecosystem and Customer Stories involving Benewake.

RESEARCH

Research

Papers, studies and independent references.

TFmini-S and TF-NOVA in honeybee-inspired navigation research

The paper records TFmini-S and TF-NOVA model use in robot-navigation experiments.

Institution
Delft University of Technology, Micro Air Vehicle Laboratory
Model
—
Use
The paper records TFmini-S and TF-NOVA model use in robot-navigation experiments.
Provenance
Efficient robot navigation inspired by honeybee learning flights 2026 DOI: 10.1038/s41586-026-10461-3
Attribution
Model-level: model named in the source

TFmini Plus in the CSIRO Data61 and QUT indoor-UAV study

The paper used a downward-facing TFmini Plus for GPS-denied indoor range input.

Institution
CSIRO Data61; Queensland University of Technology (QUT) Centre for Robotics
Model
—
Use
The paper used a downward-facing TFmini Plus for GPS-denied indoor range input.
Provenance
UAV Framework for Autonomous Onboard Navigation and People/Object Detection in Cluttered Indoor Environments 2020 DOI: 10.3390/rs12203386
Attribution
Brand-level: Benewake named in the source

TF03-100 in the MEVDT vehicle-detection dataset

The dataset paper used TF03-100 as one of the reference sensing devices.

Institution
University of Michigan-Dearborn, College of Engineering and Computer Science
Model
—
Use
The dataset paper used TF03-100 as one of the reference sensing devices.
Provenance
MEVDT: Multi-modal event-based vehicle detection and tracking dataset 2025 DOI: 10.1016/j.dib.2024.111205
Attribution
Brand-level: Benewake named in the source

TFmini-S in the KIT and Porsche Engineering in-vehicle study

The paper used TFmini-S for non-contact in-vehicle state sensing research.

Institution
Karlsruhe Institute of Technology (KIT); Porsche Engineering Services GmbH
Model
—
Use
The paper used TFmini-S for non-contact in-vehicle state sensing research.
Provenance
Towards In-Vehicle Non-Contact Estimation of EDA-Based Arousal with LiDAR 2025 DOI: 10.3390/s25237395
Attribution
Brand-level: Benewake named in the source

TFmini Plus in the CTU-CRAS-Norlab robot configuration

DARPA SubT technical repository

Institution
Czech Technical University in Prague; CTU-CRAS-Norlab
Model
—
Use
DARPA SubT technical repository
Provenance
DARPA SubT CTU-CRAS-Norlab robot configuration
Attribution
Model-level: model named in the source

Benewake TF-Mini in the DLR UAV wind-measurement study

Atmospheric Measurement Techniques · UAV wind measurement

Institution
German Aerospace Center (DLR)
Model
—
Use
Atmospheric Measurement Techniques · UAV wind measurement
Provenance
UAV wind measurement study DOI: 10.5194/amt-17-4941-2024
Attribution
Brand-level: Benewake named in the source

Three Benewake TFMINI modules in the GEOMAR IceDrone study

IceDrone · sensor configuration

Institution
GEOMAR Helmholtz Centre for Ocean Research Kiel
Model
—
Use
IceDrone · sensor configuration
Provenance
IceDrone: An autonomous unmanned aerial vehicle for sea-ice surveys DOI: 10.3389/feart.2019.00287
Attribution
Brand-level: Benewake named in the source

TF03-180 as a specification reference in an optical-ranging study

The paper used TF03-180 as a comparison device for optical-ranging specifications.

Institution
University of Siegen, Communications Engineering
Model
—
Use
The paper used TF03-180 as a comparison device for optical-ranging specifications.
Provenance
Communications Engineering article (PMC10955829) 2023
Attribution
Brand-level: Benewake named in the source

TF03 in the Toronto Metropolitan University MEMS LiDAR study

The study used TF03 as a ranging reference device.

Institution
Toronto Metropolitan University, Mechatronics and MEMS Research Laboratory
Model
—
Use
The study used TF03 as a ranging reference device.
Provenance
Cascaded 2D Micromirror with Application to LiDAR 2023 DOI: 10.3390/mi14101954
Attribution
Brand-level: Benewake named in the source

TFmini in a bionic hexapod robot field study

The paper lists TFmini alongside other sensors in a hexapod-robot study.

Institution
North Carolina State University, Department of Biological Sciences
Model
—
Use
The paper lists TFmini alongside other sensors in a hexapod-robot study.
Provenance
Development of a bionic hexapod robot with adaptive gait and clearance for enhanced agricultural field scouting 2024 DOI: 10.3389/frobt.2024.1426269
Attribution
Brand-level: Benewake named in the source

TFmini-S referenced in Arctic road-surface monitoring research

The paper used the TFmini-S model in road-slipperiness research.

Institution
UiT The Arctic University of Norway, Department of Computer Science
Model
—
Use
The paper used the TFmini-S model in road-slipperiness research.
Provenance
A fuzzy system for detection of road slipperiness in Arctic snowy conditions using LiDAR 2025 DOI: 10.3389/frai.2025.1600174
Attribution
Model-level: model named in the source

TFmini Plus in the INRS bicycle-safety sensor study

The study used TFmini Plus in an open bicycle-sensing prototype.

Institution
Institut National de la Recherche Scientifique (INRS), Centre Urbanisation Culture Société
Model
—
Use
The study used TFmini Plus in an open bicycle-sensing prototype.
Provenance
One Metre Plus (1M+): A Multifunctional Open-Source Sensor for Bicycles Based on Raspberry Pi 2021 DOI: 10.3390/s21175812
Attribution
Brand-level: Benewake named in the source

TFmini in an underwater crawling-robot study

The paper records TFmini in an underwater crawling-robot study.

Institution
Southern University of Science and Technology (SUSTech), Department of Mechanical and Energy Engineering
Model
—
Use
The paper records TFmini in an underwater crawling-robot study.
Provenance
Underwater Crawling Robot With Hydraulic Soft Actuators 2021 DOI: 10.3389/frobt.2021.688697
Attribution
Brand-level: Benewake named in the source

Benewake rangefinder integrations in ArduPilot mainline source

AP_RangeFinder.h · rangefinder type enum

Institution
—
Model
—
Use
AP_RangeFinder.h · rangefinder type enum
Provenance
—
Attribution
Brand-level: Benewake named in the source

TFmini Plus in a NASA Marshall co-authored precision-landing study

Navigation sensors · infrared beacon landing

Institution
NASA Marshall Space Flight Center; Florida Institute of Technology
Model
—
Use
Navigation sensors · infrared beacon landing
Provenance
Drones 2024, 8(2), 37 DOI: 10.3390/drones8020037
Attribution
Model-level: model named in the source

Benewake TFMINI-S in the CineMPC aerial-cinematography system

Onboard sensor configuration

Institution
University of Zaragoza; Stanford University
Model
—
Use
Onboard sensor configuration
Provenance
CineMPC autonomous aerial cinematography study DOI: 10.1109/TRO.2024.3353550
Attribution
Model-level: model named in the source

TFmini-S in a Berkeley and MIT height-estimation study

State estimator · flight-height input

Institution
University of California, Berkeley; Massachusetts Institute of Technology
Model
—
Use
State estimator · flight-height input
Provenance
IEEE Access height-estimation study DOI: 10.1109/ACCESS.2022.3183151
Attribution
Model-level: model named in the source

TFMini LIDAR as the altimeter source in the EVPropNet UAV study

Flight-control and altimeter configuration

Institution
University of Maryland; Delft University of Technology
Model
—
Use
Flight-control and altimeter configuration
Provenance
EVPropNet · Robotics: Science and Systems 2021 DOI: 10.15607/RSS.2021.XVII.074
Attribution
Brand-level: Benewake named in the source

TFmini in the UTEP and DOE/NETL project report

GPS-denied inspection UAV · altimeter

Institution
The University of Texas at El Paso; U.S. DOE / NETL
Model
—
Use
GPS-denied inspection UAV · altimeter
Provenance
DOE Grant DE-FE0031655 technical report DOI: 10.2172/1905874
Attribution
Brand-level: Benewake named in the source

TF-Luna referenced in closed-loop drone-control research

The paper records the TF-Luna model in a drone-sensing configuration.

Institution
City University of Hong Kong; The University of Tokyo; University of Macau
Model
—
Use
The paper records the TF-Luna model in a drone-sensing configuration.
Provenance
Skin-interfaced multimodal sensing and tactile feedback system as enhanced human-machine interface for closed-loop drone control 2025 DOI: 10.1126/sciadv.adt6041
Attribution
Model-level: model named in the source

TFmini Plus in the LidSonic assistive-device study

The paper used TFmini Plus for ranging in an assistive edge device.

Institution
Imam Mohammad Ibn Saud Islamic University; King Abdulaziz University; University of Salamanca; Osaka Institute of Technology
Model
—
Use
The paper used TFmini Plus for ranging in an assistive edge device.
Provenance
LidSonic V2.0: A LiDAR and Deep-Learning-Based Green Assistive Edge Device to Enhance Mobility for the Visually Impaired 2022 DOI: 10.3390/s22197435
Attribution
Brand-level: Benewake named in the source

ECOSYSTEM

Ecosystem

Public evidence from industry material, platforms and ecosystem relationships.

ArduPilot source lists the Benewake TF03 rangefinder type

The fixed ArduPilot source lists BenewakeTF03 = 27, in RangeFinder::Type under the TF03 compile-time feature flag.

The fixed ArduPilot source lists BenewakeTF03 = 27, in the RangeFinder::Type enumeration.

TI lists BW-3P-TFMINI-S in its tools catalogue

TI lists BW-3P-TFMINI-S under its Benewake resources and describes the TF Mini Series module as a short-range distance sensor.

TI’s Benewake profile lists BW-3P-TFMINI-S among its resources.

CUSTOMER STORIES

Customer Stories

Real application stories shared by customers.

Forest Mixer uses Benewake TFmini-I RS485 | Customer Story

Daily tous les jours shared that its Forest Mixer project used Benewake TFmini-I RS485. The public project page describes the interactive sound artwork; the model-use information comes from the customer’s note to Benewake.

Daily tous les jours used Benewake TFmini-I RS485 in the Forest Mixer project.

Human Perches uses Benewake TFmini-I RS485 | Customer Story

Daily tous les jours shared that its Human Perches project used Benewake TFmini-I RS485. The public page describes interactive perches and a seasonal soundscape along a forest boardwalk; the model-use information comes from the customer’s note to Benewake.

Daily tous les jours used Benewake TFmini-I RS485 in the Human Perches project.

Nuages uses Benewake TFmini Plus Micro I2C | Customer Story

Daily tous les jours’ Nuages is a permanent musical pathway at North Boulder Public Library in Colorado. Visitors’ steps on interactive lines add notes and musical layers; the model-use information comes from the customer’s note to Benewake.

Daily tous les jours used Benewake TFmini Plus Micro I2C in the Nuages project.

Walk Walk Dance uses Benewake TFmini Plus Micro I2C | Customer Story

Walk Walk Dance invites passersby to make music through marked ground lines. The customer confirmed its use of Benewake TFmini Plus Micro I2C; the public project page does not describe the sensor’s specific role.

Daily tous les jours used Benewake TFmini Plus Micro I2C in the Walk Walk Dance project.

Whistle, Two, Ready! uses Benewake TFmini Plus Micro I2C | Customer Story

Whistle, Two, Ready! is a permanent musical pathway at Mill Ridge Park in Antioch, Tennessee. Five bollards and ground lines invite movement that builds a layered soundtrack; the model-use information comes from the customer’s note to Benewake.

Daily tous les jours used Benewake TFmini Plus Micro I2C in the Whistle, Two, Ready! project.

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