Inertial navigation over a very small range

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Discussion Overview

The discussion focuses on the application of inertial navigation for tracking movements over very small ranges, specifically less than 2 meters. Participants explore the potential accuracy of such systems, particularly in the context of medical applications where precise positioning is critical.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Experimental/applied

Main Points Raised

  • One participant expresses interest in the accuracy of inertial navigation systems for small movements, suggesting a need for precision within a few millimeters.
  • Another participant questions the feasibility of using infrared range sensors, suggesting they may be more costly and complex than accelerometer/gyro-based systems.
  • Some participants discuss the potential of mechanical arrangements and graphics tablet techniques for tracking movements accurately, while also considering the need for unobtrusive solutions.
  • There is mention of rotary encoders as a possible solution if the application involves wheels, and questions about the feasibility of placing apparatus over the tracking area.
  • One participant highlights the importance of using multiple redundant sensors to reduce margin of error in patient setup applications.
  • Another participant suggests that differential GPS could achieve millimeter accuracy in three dimensions, although its application in hospital settings is uncertain.
  • Participants discuss the limitations of existing methods for patient alignment in developing countries and the need for a more robust solution.
  • There is a reference to a project that aims to achieve inertial tracking at the required level, although it is noted to be a work in progress.

Areas of Agreement / Disagreement

Participants express a variety of views on the effectiveness and feasibility of different tracking methods, with no consensus reached on the best approach for achieving the desired accuracy in the specified application.

Contextual Notes

Participants acknowledge limitations in existing tracking technologies and the challenges of implementing accurate inertial navigation in resource-limited settings. There are unresolved questions regarding the accuracy of various sensor types and their applicability to the specific context of patient alignment.

Who May Find This Useful

This discussion may be of interest to those involved in medical technology development, particularly in the context of patient positioning and alignment, as well as researchers exploring low-cost inertial navigation solutions.

PerryGT
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I'm interested in applying inertial navigation over a very small range < 2 meters. Everything I have seen so far that is related to using inertial navigation for dead reckoning is for very large scales and gives accuracy on the order of fractions of miles or several feet. Does anyone know what type of accuracy to expect with only very small movements? The system that I'm envisioning would only apply dead reckoning for a few minutes within a space of 2 meters and then be zeroed before the next application. Any information would be very helpful.
 
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I assume you're unable to use other means, such as IR range sensors?
 
Very good observation about IR. Infrared is used for the application I have in mind but I believe it will be more costly and involved than something based on accelerometers/gyros. My goal is to implement this in a developing country that has limited resources.
 
The accuracy depends on the quality of acceleration/orientation sensors you have, the way the object moves, and the timescales.
 
As an example, let's say I'm tracking the movement of a pencil as a I draw a simple sketch in less than 5 minutes. The pencil is initially zeroed at a location located 2 feet away. Are there sensors accurate enough to track the pencil on the order of millimeters?
 
PerryGT said:
As an example, let's say I'm tracking the movement of a pencil as a I draw a simple sketch in less than 5 minutes. The pencil is initially zeroed at a location located 2 feet away. Are there sensors accurate enough to track the pencil on the order of millimeters?

There are certainly mechanical arrangements that can track the writing instrument very accurately. I've seen it done with two spring-loaded thin cables (with rotary encoders on the spring-loaded spools), and with a combination of a linear encoder (rod attached to the pen/stylus) and a rotary encoder (with the rod passing through it).

Also, there are several "graphics tables" techniques that can be used to accurately encode the position of the drawing stylus...
 
Thank you Berkeman for the response but I am just using the pencil as an example. I'm trying to get a feel for using inertial navigation over a small range. Other options such as encoders, IR, optical tracking have limitations for my application.
 
berkeman said:
There are certainly mechanical arrangements that can track the writing instrument very accurately. I've seen it done with two spring-loaded thin cables (with rotary encoders on the spring-loaded spools), and with a combination of a linear encoder (rod attached to the pen/stylus) and a rotary encoder (with the rod passing through it).

Also, there are several "graphics tables" techniques that can be used to accurately encode the position of the drawing stylus...
If you read between the lines of the OP's posts 1 and 3, it seems that he's looking for something that is both inexpensive as well as inobtrusive. Somebody trying to manipulate a pen might be a little put off (if not completely obstructed) by having attached cables and an armature for recording.
 
Does the application have wheels? If so, rotary encoders will work for position/movement sensing.

Can an apparatus be placed over the 2m X 2m area to help with the tracking?
 
  • #10
If you read between the lines of the OP's posts 1 and 3, it seems that he's looking for something that is both inexpensive as well as inobtrusive. Somebody trying to manipulate a pen might be a little put off (if not completely obstructed) by having attached cables and an armature for recording.

True enough, which is why I mentioned the graphics tablet paradigm. :-)

BTW, good to see you back at the PF!
 
  • #11
Thanks. Good to be back.Perry, my phone has a motion-sensitive ruler app. I touch my phone to a point, then move it to another point and it's supposed to be able to tell me the distance. In theory that means your idea is sound, though I can't say the app is much use.
 
  • #12
The device is something that will attach to a patient, likely through some type of bite block. The goal is to orient and position the patient's head to a specific location within the room. So no wheels ;)
 
  • #13
Yes thanks Dave. That is exactly the type of application I am considering. I just don't know how accurate these types of sensors can be. For patient setup we need to be on the order say 3 mm or less. Once setup the patient will remain fixed and we no longer need the inertial navigation.
 
  • #14
PerryGT said:
Yes thanks Dave. That is exactly the type of application I am considering. I just don't know how accurate these types of sensors can be. For patient setup we need to be on the order say 3 mm or less. Once setup the patient will remain fixed and we no longer need the inertial navigation.
Using multiple redundant sensors would narrow down the margin of error.

BTW, what are the consequences of getting it wrong? Is there human confirmation before firing up the 1.4GW laser?But I still say you're better off with IR sensors. If they're cheap enough to go in a Wii, then you should be able to use them for your purposes.

And rather than range-finding techniques, you could use angle. Have you ever seen the "image" that the Wii bar sees? It tracks the controller movement in a 2D plane.

wii-bar-mod-005.jpg
 
  • #15
The needed performance is easily achieved using differential GPS, basically a set of local emitters that are referenced to the overall GPS signal which then monitor the difference in time of the GPS signal from the local emitters. That setup allows millimeter accuracy in 3 dimensions over a large space, city block sized, with no wires, just small self contained sensor plus battery and transceiver units.
The GPS sensors needed do not need to be very large or powerful, as they will only interact with the fixed local emitters.
The method is in use in the aerospace industry, but I don't know of an example where it is in hospital use.
 
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  • #16
Thank you all. I will investigate the Wii sensor and also the GPS solution. As noted by Dave, I am looking for an inexpensive and unobtrusive solution. In the USA we us a variety of methods to align patients including optical tracking, IR tracking, stereotactic localization, and electromagnetic beacons. The gold standard is x-ray imaging which confirms proper alignment and is used widely. In developing countries most of these solutions are unavailable and alignment is based on external marks which are aligned to fixed external lasers using a 3 point system. This system is not always robust and provides very little feedback to help align the patient correctly. My purpose is to develop something to aid the laser alignment and improve accuracy.
 
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  • #17
Nobel work, ,Perry! :-)
 
  • #18
See: http://hackaday.io/post/8803

This project looks like it is seeking to do inertial tracking at the level you need. It seems to be a very rough work in progress though.

With the 9 DOF sensor there is absolute tracking to the Earth's magnetic field too.

BoB
 

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