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misc:investigations:lps-precision [2017-05-11 14:36]
kristoffer
misc:investigations:lps-precision [2021-06-24 16:39] (current)
kimberly
Line 1: Line 1:
 +<WRAP center round important 60%>
 +This page has deprecated and will be archived. Please go to [[https://www.bitcraze.io/]].
 +</WRAP>
 ====== Measurements of accuracy and precision of the Loco Positioning system ====== ====== Measurements of accuracy and precision of the Loco Positioning system ======
  
Line 23: Line 26:
 | 1.62 | 4.80 | 1.44  | 1.67 |0.03 | 4.64 |-0.16| 1.40 |-0.27| 0.013  | 0.0093 | 0.013 | | 1.62 | 4.80 | 1.44  | 1.67 |0.03 | 4.64 |-0.16| 1.40 |-0.27| 0.013  | 0.0093 | 0.013 |
  
 +[[https://docs.google.com/spreadsheets/d/1ggHmUmRQ1N15vgPnumlmCsrpjw32Cm7DYKf-GYCoKck|Measurements]]
 ===== Measurement of accuracy and noise of 3D estimate and ranges ===== ===== Measurement of accuracy and noise of 3D estimate and ranges =====
  
 ==== Setup ==== ==== Setup ====
  
-The system is setup with 6 anchors and one Crazyflie ranging in two-way-ranging mode.+The system is setup with 6 anchors and one Crazyflie ranging in two-way-ranging mode. The Crazyflie in static position without movement.
  
 === Positions === === Positions ===
Line 48: Line 52:
 === Analysis === === Analysis ===
  
-Physical distances from Crazyflie to anchors, calculated from positions+== Estimated position == 
  
-Anchor Distance +Physical position ^^^ Average estimated position ^^^^^^ Std-dev of estimated position ^^^ Average error ^ 
-  | 2.80 | +^ X ^ Y ^ Z ^ X ^ Err ^ Y ^ Err ^ Z ^ Err ^ X ^ Y ^ Z ^ distance 
-  2.87 | +5.00 | 1.50 0.76 4.96 0.017 1.60 0.041 -0.096 -0.213 0.017 0.018 0.015 0.237 |
- 2  2.69 | +
- 3  2.77 | +
- 4  2.27 | +
-|  5  | 2.20 |+
  
 +== Raw range measurements == 
  
 +Physical distances from Crazyflie to anchors are calculated from positions of anchors and the Crazyflie.
  
 +Average and standard deviations are calculated on all data, including outliers.
  
 +The main part of the error should be caused by the antenna delay, expected to be the same for all anchors.
 +
 +^ ^ Physical ^ Raw range measurements ^^^
 +^ Anchor ^ Distance ^ Average ^ Std dev ^ Err ^
 +|  0  | 2.80 | 2.46 | 0.025 | 0.34 |
 +|  1  | 2.87 | 2.58 | 0.006 | 0.30 |
 +|  2  | 2.69 | 2.30 | 0.002 | 0.40 |
 +|  3  | 2.77 | 2.55 | 0.017 | 0.22 |
 +|  4  | 2.27 | 1.97 | 0.041 | 0.29 |
 +|  5  | 2.20 | 1.90 | 0.008 | 0.30 |
 +
 +== Histogram over raw range measurements ==
 +{{:misc:investigations:hist_ref_setup.png?direct|}}
misc/investigations/lps-precision.1494506206.txt.gz · Last modified: 2017-05-11 14:36 by kristoffer