<t>Not sure I fully agree here.
LiDAR gives reliable, lighting-independent range data but is heavier, pricier, and gives sparser point clouds up close than stereo or depth cameras, which is why a lot of humanoids lean on stereo/depth cameras for near-field manipulation and reserve LiDAR (if ...
Search found 50 matches
- Sun Aug 30, 2026 11:59 am
- Forum: Sensors & Perception Systems
- Topic: What's a good beginner sensor fusion project before tackling a full robot?
- Replies: 47
- Views: 278
- Sun Aug 30, 2026 11:59 am
- Forum: Sensors & Perception Systems
- Topic: Best practices for IMU-to-camera extrinsic calibration on a moving robot?
- Replies: 51
- Views: 395
Re: Best practices for IMU-to-camera extrinsic calibration on a moving robot?
<t>@smuller Short answer:
SLAM in a working warehouse is harder than in a controlled lab mainly because the map keeps changing - pallets move, people walk through, lighting shifts near dock doors - so a lot of production systems lean on semi-static maps refreshed periodically rather than pure ...
SLAM in a working warehouse is harder than in a controlled lab mainly because the map keeps changing - pallets move, people walk through, lighting shifts near dock doors - so a lot of production systems lean on semi-static maps refreshed periodically rather than pure ...
- Sun Aug 30, 2026 11:59 am
- Forum: Sensors & Perception Systems
- Topic: Anyone tracking sensor cost trends the way we track actuator cost trends?
- Replies: 54
- Views: 400
Re: Anyone tracking sensor cost trends the way we track actuator cost trends?
<t>Follow-up question though -
Latency between a perceived event (like a slip) and a corrective control response matters enormously for balance - even 50-100ms of extra perception latency can be the difference between a smooth recovery and a fall, which is part of why a lot of balance-critical ...
Latency between a perceived event (like a slip) and a corrective control response matters enormously for balance - even 50-100ms of extra perception latency can be the difference between a smooth recovery and a fall, which is part of why a lot of balance-critical ...
- Sun Aug 30, 2026 11:59 am
- Forum: Sensors & Perception Systems
- Topic: How do you validate depth camera accuracy at typical grasp distances?
- Replies: 53
- Views: 435
Re: How do you validate depth camera accuracy at typical grasp distances?
<t>Respectfully, I think this undersells it a bit.
Estimating joint torque from motor current draw is cheap and requires no extra sensor, but it's less accurate than a dedicated torque sensor because it doesn't capture friction losses through the gearbox - good enough for coarse control, not ...
Estimating joint torque from motor current draw is cheap and requires no extra sensor, but it's less accurate than a dedicated torque sensor because it doesn't capture friction losses through the gearbox - good enough for coarse control, not ...
- Sun Aug 30, 2026 11:59 am
- Forum: Manipulation, Grippers & Dexterous Hands
- Topic: How much does hand mass distribution affect arm control complexity?
- Replies: 50
- Views: 424
Re: How much does hand mass distribution affect arm control complexity?
@dchen This is a great summary, thanks.
Object occlusion by the robot's own hand during the final approach to a grasp is a common and annoying perception problem - the closer the hand gets to a good grasp position, the more it blocks the camera's view of exactly what it's about to grab.
- Sun Aug 30, 2026 11:59 am
- Forum: Manipulation, Grippers & Dexterous Hands
- Topic: What's your best tip for debugging a grasp policy that fails inconsistently?
- Replies: 16
- Views: 309
Re: What's your best tip for debugging a grasp policy that fails inconsistently?
@emily.kumar Agreed, and I'd add:
Wet, oily, or otherwise low-friction objects are still a genuine edge case for most current hands, since tactile sensing and grasp-force controllers are typically tuned and validated on dry, higher-friction test objects.
- Sun Aug 30, 2026 11:59 am
- Forum: Power Systems & Thermal Management
- Topic: What's the realistic weight savings from moving to a higher-voltage architecture?
- Replies: 37
- Views: 682
Re: What's the realistic weight savings from moving to a higher-voltage architecture?
<t>@dubois35 One nitpick -
Battery placement (torso-centered vs backpack vs distributed through the limbs) is a real tradeoff between center-of-mass/balance considerations and thermal/cooling access - a torso-centered pack helps balance but is harder to cool than a more exposed backpack placement ...
Battery placement (torso-centered vs backpack vs distributed through the limbs) is a real tradeoff between center-of-mass/balance considerations and thermal/cooling access - a torso-centered pack helps balance but is harder to cool than a more exposed backpack placement ...
- Sun Aug 30, 2026 11:59 am
- Forum: Power Systems & Thermal Management
- Topic: Anyone measured actual battery degradation after a full year of daily cycling?
- Replies: 40
- Views: 745
Re: Anyone measured actual battery degradation after a full year of daily cycling?
<t>@diego.moore6 This matches something I went through recently.
Battery placement (torso-centered vs backpack vs distributed through the limbs) is a real tradeoff between center-of-mass/balance considerations and thermal/cooling access - a torso-centered pack helps balance but is harder to cool ...
Battery placement (torso-centered vs backpack vs distributed through the limbs) is a real tradeoff between center-of-mass/balance considerations and thermal/cooling access - a torso-centered pack helps balance but is harder to cool ...
- Sun Aug 30, 2026 11:59 am
- Forum: DIY & Hobbyist Builds
- Topic: Anyone built custom PCBs for motor control instead of buying drivers?
- Replies: 27
- Views: 253
Re: Anyone built custom PCBs for motor control instead of buying drivers?
<t>@samuel.adams That's the official framing, at least - reality tends to lag a bit.
Joining an existing robotics community (FRC, university clubs, maker spaces) before going fully solo is a common and effective way to pick up practical fabrication and control skills faster than working entirely ...
Joining an existing robotics community (FRC, university clubs, maker spaces) before going fully solo is a common and effective way to pick up practical fabrication and control skills faster than working entirely ...
- Sun Aug 30, 2026 11:59 am
- Forum: DIY & Hobbyist Builds
- Topic: What's the most useful single tool you bought for your build (besides the printer)?
- Replies: 28
- Views: 345
Re: What's the most useful single tool you bought for your build (besides the printer)?
<t>One nitpick -
Building a scoped-down project first - a single leg, an arm, or a torso-only upper body - is a common and sensible way to learn the mechanical and control fundamentals before committing to the cost and complexity of a full bipedal platform. Starting in simulation (even a ...
Building a scoped-down project first - a single leg, an arm, or a torso-only upper body - is a common and sensible way to learn the mechanical and control fundamentals before committing to the cost and complexity of a full bipedal platform. Starting in simulation (even a ...