RFOXiA LogoRFOXiA Club
← Back to DevHub

MultiNav Pro+ GNSS + sensors fusion - accelerometer helping or hurting accuracy?

Monica RandallJune 15, 2026
So I'm running the GNSS module and the sensors module together on a mobile tracking build and I've been thinking about whether it makes sense to fuse the accelerometer data with the GNSS position output to smooth things out during brief signal dips. The idea being that when the fix quality drops (like going under a bridge or between buildings) the accel could dead-reckon for a second or two until GNSS recovers. Sounds good on paper but I'm not sure how much drift I'd realistically accumulate from the sensors module accelerometer over say 2-3 seconds at normal walking or vehicle speed.
💬 1 replies👍 0 likes👁 0 views

💬 Want to join this discussion?

Join the Community on RFOXiA Club →

Replies

AdamJune 15, 2026
@Monica Randall the concept is solid and yeah, for 2-3 second gaps it can definitely work, but the drift reality is a bit sobering. Consumer-grade MEMS accelerometers (which is what's on the sensors module) accumulate position error fast because you're double-integrating — acceleration → velocity → position — so any small bias or noise gets squared. At walking speed you're probably looking at 0.5-2 meters of drift over 3 seconds which is actually not terrible given the GNSS module's 1.5m base accuracy anyway. At vehicle speed it gets worse faster because the dynamic range is higher and small angle errors in your coordinate frame start mattering more.
 
The magnetometer on the sensors module is actually your friend here though. If you're fusing accel for dead reckoning, having a stable heading reference from the mag means you're not compounding both position and direction error simultaneously — that combo (accel + mag) is way more useful than accel alone for short gaps.
 
The 18Hz fix rate on the GNSS module is also working in your favor — you're getting a correction opportunity every 55ms when you do have a fix, so your Kalman filter (or whatever fusion approach you're using) can re-anchor pretty aggressively and bleed off the accumulated drift quickly after recovery.

💬 Want to join this discussion?

Join the Community on RFOXiA Club →