Degrees of freedom
Key selection specSource: general guidance
6-axis (accel+gyro); 9-axis (+mag)
6-axis vs 9-axis sets heading aiding options.
Magnetometers fail near steel and motors.
IMUs
Inertial measurement units for orientation, acceleration, and angular rate — fused with LiDAR, cameras, encoders, and GNSS in navigation and control stacks.
COMPONENTS DIRECTORY//PART::IMUS
Qualitative pricing onlyCommodity supplyProcurement: MediumOvernight unlikely — specialty or industrial lead timesSource: Partially verified
TECHNOLOGY VS COMPONENT · IMU VS ENCODER
The Technology Library encoders page covers rotary and linear position feedback. This page covers buyable IMU modules — accelerometer and gyro packages for orientation and motion estimation. See also SLAM for fusion with LiDAR and cameras.
A sensor package combining accelerometers and gyroscopes (often magnetometers) that estimates linear acceleration, angular rate, and attitude — the motion-sensing layer in robot localization and stabilization.
An IMU feels how the robot accelerates and rotates — like the motion sensors in a phone, but engineered for robots. Alone it drifts over time, so teams fuse it with wheel encoders, LiDAR, cameras, or GPS.
MEMS IMUs integrate triaxial accelerometers and gyroscopes; 9-axis units add magnetometers for heading aiding. Bias instability, noise density, and temperature drift dominate navigation-grade performance — not datasheet range alone. AHRS modules run onboard attitude estimation; tactical-grade and INS/GNSS units add higher-grade gyros and Kalman filtering for survey and outdoor autonomy. Interface choice (I²C vs SPI vs UART vs CAN) affects latency, wiring, and EMI immunity on industrial buses.
Provides high-rate motion measurements for sensor fusion, dead reckoning between absolute fixes, vibration monitoring, and attitude stabilization on mobile and aerial platforms.
- →Lidar-inertial odometry on outdoor AMRs
- →Visual-inertial odometry (VIO) with cameras
- →Complementary filter / EKF fusion with wheel odometry
- →Drone flight-controller attitude loop
- →Humanoid balance and fall detection research
- →Vibration and shock logging on industrial arms
- →Short-term dead reckoning when GNSS is denied
- •AMRs and AGVs for odometry fusion with wheel encoders
- •Drones and aerial platforms for attitude estimation and stabilization
- •Humanoids and legged robots for balance and gait control
- •Outdoor mobile robots for lidar-inertial odometry (LIO)
- •Robot arms with external IMU for vibration or payload monitoring
- •Autonomous vehicle and ADAS research platforms
- •Inspection rovers on uneven terrain
- •Agricultural robots on slopes and rough field rows
6-axis IMUs
Accelerometer + gyroscope packages — dominant MEMS class for fusion on AMRs, drones, and research platforms.
9-axis IMUs
Adds magnetometer for heading aiding — useful when magnetic environment is controlled.
AHRS modules
Onboard attitude and heading reference filtering — outputs orientation, not map-frame pose alone.
INS modules
Higher-grade inertial navigation with tighter bias specs — often paired with GNSS for outdoor robots.
Tactical-grade IMUs
Low-drift gyros for survey, defense, and long-baseline dead reckoning — premium cost and integration.
MEMS IMUs
Consumer to industrial MEMS — cost-effective but drift requires aggressive fusion.
Industrial IMUs
Ruggedized modules with wider temperature and shock ratings for factory and outdoor AMRs.
GNSS/INS systems
Combined inertial and satellite navigation boxes — common on outdoor autonomy platforms.
Qualitative spec selection guide — not live product values. Verify exact numbers on the manufacturer datasheet before ordering.
SKU-level comparison is not available yet — use this table to decide what to verify before ordering.
16 selection specs · 13 key for buying decisions
| Spec | Why it matters | Buyer warning |
|---|---|---|
Degrees of freedom Key selection spec 6-axis (accel+gyro); 9-axis (+mag) | 6-axis vs 9-axis sets heading aiding options. | Magnetometers fail near steel and motors. |
Accelerometer range g Key selection spec ±2 g to ±16 g+ MEMS | Clipping on impacts vs resolution tradeoff. | Do not size only for static gravity. |
Gyroscope range °/s Key selection spec ±250 to ±2000 °/s | Saturation on fast rotation breaks fusion. | Drone flips need adequate full-scale. |
Magnetometer Optional detail | Heading aid vs magnetic interference risk. | Often disabled in factory AMRs. |
Bias stability Key selection spec | Gyro bias drives drift integrated over time. | MEMS ≠ tactical grade — verify class. |
Noise density Key selection spec | VIO/LIO performance at slow motion. | Compare angle random walk on datasheet. |
Drift / fusion requirement Key selection spec | IMU alone does not localize. | Plan LiDAR/camera/GNSS/encoder fusion. |
Update rate Hz Key selection spec 100 Hz–1 kHz+ MEMS | Filter bandwidth and control loop headroom. | Bus limits may cap effective rate below datasheet. |
Latency ms Key selection spec | Time sync with LiDAR/camera frames. | Filter pipelines add delay. |
Interface Key selection spec I²C, SPI, UART, CAN, USB, Ethernet | Wiring, EMI, and driver availability. | Long I²C runs pick up motor noise. |
ROS / ROS 2 driver availability Key selection spec | Frame_id and message conventions vary. | Verify driver for exact module revision. |
Calibration support Key selection spec | Uncalibrated MEMS fails fusion benchmarks. | Budget Allan variance / six-pose calibration time. |
Temperature range °C Key selection spec 0–40 °C consumer; −40–85 °C industrial | Bias shifts outdoors and in hot enclosures. | Consumer grade fails on outdoor AMRs. |
Shock / vibration rating Optional detail | Mounting and isolation affect survival. | Chip on vibrating plate without isolation saturates. |
Size / weight Optional detail | Drone payload and AMR CG. | INS boxes heavier than MEMS breakouts. |
Power requirements mA / W Key selection spec 10–50 mA MEMS; higher on INS | Clean rail reduces EMI on analog MEMS. | Share 3.3 V with noisy digital loads carefully. |
Accelerometer range
g
Key selection specSource: general guidance
±2 g to ±16 g+ MEMS
Clipping on impacts vs resolution tradeoff.
Do not size only for static gravity.
Gyroscope range
°/s
Key selection specSource: general guidance
±250 to ±2000 °/s
Saturation on fast rotation breaks fusion.
Drone flips need adequate full-scale.
Magnetometer
Optional detailSource: general guidance
Heading aid vs magnetic interference risk.
Often disabled in factory AMRs.
Bias stability
Key selection specSource: general guidance
Gyro bias drives drift integrated over time.
MEMS ≠ tactical grade — verify class.
Noise density
Key selection specSource: general guidance
VIO/LIO performance at slow motion.
Compare angle random walk on datasheet.
Drift / fusion requirement
Key selection specSource: general guidance
IMU alone does not localize.
Plan LiDAR/camera/GNSS/encoder fusion.
Update rate
Hz
Key selection specSource: general guidance
100 Hz–1 kHz+ MEMS
Filter bandwidth and control loop headroom.
Bus limits may cap effective rate below datasheet.
Latency
ms
Key selection specSource: general guidance
Time sync with LiDAR/camera frames.
Filter pipelines add delay.
Interface
Key selection specSource: general guidance
I²C, SPI, UART, CAN, USB, Ethernet
Wiring, EMI, and driver availability.
Long I²C runs pick up motor noise.
ROS / ROS 2 driver availability
Key selection specSource: general guidance
Frame_id and message conventions vary.
Verify driver for exact module revision.
Calibration support
Key selection specSource: general guidance
Uncalibrated MEMS fails fusion benchmarks.
Budget Allan variance / six-pose calibration time.
Temperature range
°C
Key selection specSource: general guidance
0–40 °C consumer; −40–85 °C industrial
Bias shifts outdoors and in hot enclosures.
Consumer grade fails on outdoor AMRs.
Shock / vibration rating
Optional detailSource: general guidance
Mounting and isolation affect survival.
Chip on vibrating plate without isolation saturates.
Size / weight
Optional detailSource: general guidance
Drone payload and AMR CG.
INS boxes heavier than MEMS breakouts.
Power requirements
mA / W
Key selection specSource: general guidance
10–50 mA MEMS; higher on INS
Clean rail reduces EMI on analog MEMS.
Share 3.3 V with noisy digital loads carefully.
Additional key specs (seed data)
Degrees of freedom
6-axis (accel + gyro) or 9-axis (+ magnetometer)
Magnetometers help heading indoors but suffer magnetic interference on steel AMRs.
Accelerometer range
±2 g to ±16 g+ typical on MEMS; higher on shock-rated units
Undersized range clips during impacts; oversized range sacrifices resolution.
Gyroscope range
±250 °/s to ±2000 °/s class-dependent
Fast spins on drones need sufficient full-scale without saturation.
Magnetometer
Present on 9-axis modules; absent on many navigation-tuned 6-axis units
Factory magnetic fields bias heading — often disabled in fusion stacks.
Bias stability
MEMS: °/hr class; tactical units orders of magnitude better
Gyro bias drives position drift when integrating without absolute sensors.
Noise density
Angle random walk and velocity random walk on datasheets
Low noise matters for VIO and LIO at slow motion.
Drift
Integrating IMU alone drifts — fusion required for localization
IMU alone is not localization; plan LiDAR/camera/GNSS/encoder fusion.
Update rate
100 Hz–1 kHz+ on MEMS; higher on tactical INS
Control and LIO loops need consistent high-rate samples.
Latency
Filter pipelines and bus timing add milliseconds
Time sync with LiDAR/camera frames critical for fusion quality.
Interface
I²C, SPI, UART, CAN, USB, Ethernet on modules and INS boxes
SPI for low latency on MCU; CAN for automotive; Ethernet on INS/GNSS units.
ROS / ROS 2 drivers
imu_tools, vendor drivers, micro-ROS — model-specific
Verify message type and frame_id conventions before stack integration.
Calibration support
Factory bias trim; user Allan variance / six-pose calibration
Uncalibrated MEMS units fail VIO and LIO benchmarks.
Temperature range
Consumer 0–40 °C vs industrial −40–85 °C class
Outdoor AMRs and hot enclosures shift bias with temperature.
Shock / vibration rating
Mounting and potting affect survivability on mobile bases
Vibration isolation and rigid mounts both matter — application-dependent.
Size / weight
Chip-scale MEMS to boxed INS/GNSS units
Payload and CG on drones; mount location on AMR chassis.
Power requirements
~3.3 V / 5 V MEMS at tens of mA; watts on INS boxes
Separate clean power rail reduces EMI coupling on analog sensors.
- Gyro bias stability and noise for fusion-grade performance
- Update rate vs fusion filter bandwidth
- Interface latency and time-sync with LiDAR/cameras
- Temperature range for outdoor and factory installs
- ROS 2 driver and frame convention support
- Calibration workflow (factory vs field)
- Mounting location away from motors and magnetic interference
Prices vary by model, supplier, quantity, availability, and shipping speed. EAR pricing bands are guidance only unless tied to a sourced product record. Verify current pricing before ordering.
Prices vary by model, supplier, quantity, availability, and shipping speed. EAR pricing bands are guidance only unless tied to a sourced product record. Verify current pricing before ordering.
MEMS IMU breakouts & modules
imu_mems_module
Qualitative guidance onlyNeeds review
6-axis and 9-axis MEMS modules for MCU, SBC, and flight-controller integration span hobby to industrial grades. Bias stability class dominates fusion suitability more than price.
Typical buyer
AMR prototypes, drone builders, university robotics labs, MCU fusion stacks.
Examples
SPI/I²C MEMS IMU breakouts and AHRS boards from semiconductor and module vendors.
What affects cost
- →Bias stability and noise class
- →Industrial temperature range
- →AHRS onboard filtering vs raw IMU
- →Authorized vs marketplace seller
Price usually excludes
power supplycontroller/drivercables/connectorsmounting hardwareshippingtaxes/tariffssoftware/licenseintegration timesupport/warranty plan
Buyer caution
Verify ROS 2 driver and calibration workflow before bulk order. Marketplace clones may lack consistent bias trim.
Source basis
Category-level qualitative guidance — no SKU-linked distributor band yet.
Open research gaps
- Sourced USD band — MEMS IMU breakouts and modules — No sourced numeric band in EAR. Next: Distributor listing spot-check (Digi-Key, Mouser, Pololu, OEM)
Verify current pricing with supplier before ordering.
Industrial & AHRS modules
imu_ahrs_industrial
Qualitative guidance onlyNeeds review
Rugged AHRS and industrial IMU modules with CAN/UART/Ethernet are sold through automation and sensor distributors with configuration support.
Typical buyer
Outdoor AMR integrators, agricultural robotics, industrial vibration monitoring.
Examples
MicroStrain, Xsens-class AHRS modules; industrial IMU boxes with wider temp range.
What affects cost
- →Environmental rating and connector class
- →Output rate and filtered vs raw streams
- →Calibration certificates and support
- →Authorized distributor vs gray market
Price usually excludes
power supplycontroller/drivercables/connectorsmounting hardwareshippingtaxes/tariffssoftware/licenseintegration timesupport/warranty plan
Buyer caution
AHRS attitude output ≠ map-frame localization — still plan LiDAR/camera/GNSS fusion for navigation.
Source basis
Category-level qualitative guidance — quote-driven on rugged modules.
Open research gaps
- Sourced USD band — industrial and AHRS IMU modules — No sourced numeric band in EAR. Next: Distributor listing spot-check (Digi-Key, Mouser, Pololu, OEM)
Verify current pricing with supplier before ordering.
INS / GNSS-INS systems
imu_ins_gnss
Qualitative guidance onlyNeeds review
GNSS/INS boxes are quoted as navigation systems including antennas, firmware licenses, and support — not commodity MEMS pricing.
Typical buyer
Outdoor autonomy platforms, mapping vehicles, survey and defense robotics programs.
Examples
Tactical and survey-grade INS/GNSS integration boxes.
What affects cost
- →IMU grade (MEMS vs tactical)
- →GNSS/RTK capability and antennas
- →Firmware features and update contracts
- →Integration and lever-arm calibration services
Price usually excludes
power supplycontroller/drivercables/connectorsmounting hardwareshippingtaxes/tariffssoftware/licenseintegration timesupport/warranty plan
Buyer caution
INS replacement requires antenna, lever-arm, and fusion stack revalidation — not a drop-in MEMS swap.
Source basis
Category-level qualitative guidance — systems pricing common.
Open research gaps
- Sourced USD band — INS and GNSS-INS systems — No sourced numeric band in EAR. Next: Distributor listing spot-check (Digi-Key, Mouser, Pololu, OEM)
Verify current pricing with supplier before ordering.
Representative product records for orientation — not endorsements.
EAR compatibility guidance is category-level unless a specific product record is sourced. Always verify voltage, current, connectors, signal type, documentation, and manufacturer limits before ordering.
EAR compatibility guidance is category-level unless a specific product record is sourced. Always verify voltage, current, connectors, signal type, documentation, and manufacturer limits before ordering.
General guidanceConfidence: mediumSource: partially verified
Build chains
IMU navigation & fusion chain
- →IMU alone drifts — plan fusion from day one.
- →Cheap MEMS needs calibration and aggressive filtering.
- →Time sync with LiDAR and cameras dominates LIO/VIO quality.
- →Magnetometers often disabled indoors on 9-axis units.
- →Vibration mounting is as important as sensor grade on mobile bases.
Works with
Required companion parts
- →Compute host running fusion stack (not attitude-only for localization)
- →Rigid or vibration-isolated mount
- →Shielded SPI/I²C or industrial CAN harness
- →Time sync with LiDAR/cameras when fusing
Optional companion parts
- →Wheel encoders for odometry fusion
- →GNSS/RTK receiver for outdoor absolute fixes
- →Industrial Ethernet switch with PTP for multi-sensor sync
Common interfaces
I²CSPIUARTCANUSBEthernet on INS
ROS 2 sensor_msgs/Imurobot_localization EKFLIO / VIO fusion stacksCAN custom IMU frames
Voltage / current / power
- →3.3 V logic common — verify level shifting to 5 V hosts
- →Separate analog/sensor rail from motor drive noise
- →MEMS modest draw but sensitive to supply ripple
- →INS boxes may need dedicated fuse and inrush planning
- →Star ground planning on multi-sensor robots
- →Mobile robots: include IMU + INS in endurance models
Software & controller
- →Verify ROS 2 frame_id (base_link vs imu_link) and extrinsics
- →Allan variance / bias calibration before LIO/VIO tuning
- →PTP or hardware sync with LiDAR/camera timestamps
Mechanical
- →Mount near center of rotation when possible on AMRs
- →Isolation vs rigid mount — application-dependent
- →Keep away from motors, magnets, and steel structures for 9-axis
Buyer mismatch warnings
- MEMS module substituted for tactical INS on survey tasks
- Using AHRS output as map-frame pose without global sensors
- No time sync between IMU and LiDAR point clouds
- 9-axis magnetometer enabled on magnetic factory floor
- I²C IMU on long harness next to motor cables
Emergency substitution notes
- →Substitute within same interface and driver-supported family
- →Recalibrate bias after any IMU replacement in fusion stacks
- →INS/GNSS swaps require antenna and lever-arm revalidation
Open research gaps
- LIO/VIO pairing matrix with LiDAR and camera classes · Category guidance only
- ROS 2 driver frame convention by module family · Anecdotal only
Product-specific compatibility still needs verification.
Full cross-component view: Compatibility overview
EAR does not currently verify live stock or delivery speed. Use this guide to avoid ordering the wrong part, then verify stock, shipping, compatibility, and datasheets with the supplier before purchase.
EAR does not currently verify live stock or delivery speed. Use this guide to avoid ordering the wrong part, then verify stock, shipping, compatibility, and datasheets with the supplier before purchase.
Guide: general guidanceNeeds live supplier check
Urgency summary
IMU failures in fusion stacks rarely allow blind substitution — interface, bias class, calibration, and time-sync with LiDAR/cameras must match first.
Check stock and shipping live before ordering.
Urgent questions
- →MEMS breakout vs AHRS vs INS/GNSS box?
- →6-axis or 9-axis — is magnetometer used?
- →What interface (SPI/I²C/UART/CAN)?
- →What bias stability class does the fusion stack require?
- →ROS 2 driver verified for replacement?
- →Time sync method with LiDAR and cameras?
- →Outdoor temperature and vibration environment?
- →Is this attitude-only or localization-grade?
Non-negotiable specs
- →Interface and voltage compatibility
- →Minimum bias stability / noise class for fusion
- →Update rate for control or LIO loop
- →ROS 2 driver and frame_id conventions
- →Temperature range for install site
- →Mounting and isolation approach
- →INS/GNSS: antenna and lever-arm match if applicable
Acceptable substitutions (category-level)
- →Same model spare from authorized distributor
- →Same family module with engineering recalibration sign-off
Dangerous substitutions
- Phone-grade MEMS for production LIO/VIO
- AHRS substituted for tactical INS on survey tasks
- 9-axis with magnetometer enabled on steel factory floor
- IMU swap without fusion filter retuning
- Different frame convention without TF tree update
- INS box swap without GNSS antenna validation
Suppliers to check first
Digi-Key · supplier targetMouser Electronics · supplier targetRobotShop · supplier targetNewark · supplier targetRS · supplier targetAmazon · marketplace caution
Full supplier directory →Local pickup targets (verify stock)
- →Authorized sensor distributor for industrial AHRS
- →OEM direct expedite for INS/GNSS fleet units
Marketplace cautions
- →Amazon: verify exact module and ROS driver thread
- →Clone MEMS boards may have inconsistent bias from lot to lot
Before you order
- →Export current bias calibration if available
- →Record mount location and extrinsics to LiDAR/camera
- →Confirm bus wiring length and shielding plan
- →For INS: photograph antenna and cable part numbers
After arrival — bench test
- →Run Allan variance or six-pose calibration procedure
- →Verify IMU stream on bench before vehicle install
- →Re-tune fusion filter with new noise parameters
- →Validate LIO/VIO on known test route
If you get it wrong
- →Fusion diverges — robot loses localization
- →Attitude loop unstable on drones
- →False vibration alarms on monitoring installs
- →INS solution invalid for survey compliance
Open research gaps
- Fleet spare stocking guidance by IMU class · Partial
IMUs feed EKF/graph fusion with wheel encoders, LiDAR, cameras, and GNSS — plan extrinsic calibration, time synchronization (PTP/hardware sync), and vibration isolation. Cheap MEMS drifts quickly without fusion. AHRS outputs are not a substitute for localization-grade INS on survey tasks.
7 manufacturers tracked — expand for chips and dossier links.
EAR does not currently show live inventory. Always verify stock, shipping speed, compatibility, and authorized-channel status before ordering.
EAR does not currently show live inventory. Always verify stock, shipping speed, compatibility, and authorized-channel status before ordering.
Digi-Key
SupplierAuthorized distributorU.S. shipping: typically availableOvernight: varies by itemAuthorized: partial — verify by manufacturer
Supported categories
controller boardsmotor driversservosactuatorspowerconnectorssensorslidarcamerasimus
Broad authorized catalog for semiconductors and modules
Buyer caution
Not optimized for hobby servo bundles — check robotics specialists first
MEMS IMU breakouts and modules — verify stock
Verify stock and shipping before ordering.
Mouser Electronics
SupplierAuthorized distributorU.S. shipping: typically availableOvernight: varies by itemAuthorized: partial — verify by manufacturer
Supported categories
controller boardsmotor driversservosactuatorspowerconnectorssensorslidarcamerasimus
Wide semiconductor and module selection
Buyer caution
Less hobby-robotics curated than Pololu or ServoCity
Industrial and MEMS IMU lines — shipping verification needed
Verify stock and shipping before ordering.
RobotShop
SupplierRobotics specialistU.S. shipping: typically availableOvernight: shipping needs live checkAuthorized status unknown
Supported categories
servoscontroller boardsmotor driverssensorskitsactuatorslidarcamerasimus
Broad robotics catalog in one place
Buyer caution
U.S. ship speed varies by warehouse and listing
Research IMU boards for rovers and drones
Verify stock and shipping before ordering.
Newark
SupplierAuthorized distributorU.S. shipping: typically availableOvernight: varies by itemAuthorized: partial — verify by manufacturer
Supported categories
controller boardsmotor driversconnectorssensorscamerasimus
Authorized distributor for many semiconductor lines
Buyer caution
Less robotics-curated than Pololu
Industrial sensor distribution — verify authorization
Verify stock and shipping before ordering.
RS
SupplierAuthorized distributorU.S. shipping: typically availableOvernight: varies by itemAuthorized: partial — verify by manufacturer
Supported categories
controller boardsmotor driversactuatorspowersensorscamerasimus
Broad industrial catalog
Buyer caution
U.S. overnight needs live check
Industrial automation channel — regional stock varies
Verify stock and shipping before ordering.
Browse all suppliers in the Supplier Directory. See what works together in the Compatibility Matrix.
Overnight availability needs live supplier verification. EAR does not track live inventory.
STOCK & SHIPPING
Overnight availability: needs live supplier verification. EAR does not track live inventory.
For rush-order decision checklists, see Emergency sourcing guide above.
Likely supplier targets to check first
See Who sells it above for supplier targets and sourcing guidance — then verify stock and shipping live before ordering.
Emergency sourcing checklist
- □Confirm 6-axis vs 9-axis and magnetometer need
- □Match interface (SPI/I²C/UART/CAN) to host
- □Verify ROS 2 driver for exact module
- □Check bias stability class for fusion vs attitude-only
- □Confirm temperature and vibration rating for install site
- □Plan recalibration after replacement
- □For INS/GNSS: verify antenna and RTK pairing — not IMU-only swap
Gyro bias drift causing position walk without fusion
- ×Gyro bias drift causing position walk without fusion
- ×Magnetic distortion corrupting heading on 9-axis units
- ×Vibration saturation on accelerometers
- ×EMI on analog sensor rails causing spike noise
- ×Temperature-induced bias shift outdoors
- ×Frame convention mismatch in ROS (ENU vs NED)
- ×Mounting flex introducing false rotation
Replacement parts risk
Low for commodity MEMS breakouts; medium for calibrated AHRS/INS — replacement often requires field recalibration and fusion retuning.
Cheap IMUs drift. Calibration matters. An IMU alone is not localization — fuse with LiDAR, cameras, encoders, or GNSS. Vibration isolation and temperature drift dominate field performance.
Cheap IMUs drift. Calibration matters. An IMU alone is not localization — fuse with LiDAR, cameras, encoders, or GNSS. Vibration isolation and temperature drift dominate field performance.
- !Phone-grade MEMS as sole localization sensor on production AMRs
- !Ignoring magnetometer interference on steel chassis
- !Integrating without time sync to LiDAR/camera frames
- !Assuming AHRS attitude equals map-frame localization
- !Long unshielded I²C runs in noisy motor environments
- !Skipping bias calibration on fusion stacks
- !Substituting tactical INS with MEMS on survey-grade tasks
- Wheel encoders for planar odometry on wheeled AMRs
- LiDAR odometry where IMU-less stacks are sufficient
- GNSS/RTK for absolute outdoor fixes when sky view exists
- External motion capture for lab-only ground truth
OPEN RESEARCH GAPSComponent view linked to encoders/SLAM technology pages and company registry — SKU-level noise specs and INS pricing pending sourced research
pricing
USD bands by IMU class (MEMS / AHRS / INS)
CURRENT STATUS
Needs sourced range
NEXT EVIDENCE TARGET
Authorized distributor listing spot-checks
sourcing
Model-level ROS 2 driver and frame convention matrix
CURRENT STATUS
Category guidance only
NEXT EVIDENCE TARGET
Verified driver records per module family
sourcing
LIO/VIO stack pairing guides with LiDAR and camera classes
CURRENT STATUS
Anecdotal only
NEXT EVIDENCE TARGET
Integrator reference architectures