Besides providing greater RF coverage, installing multiple xArrays is an excellent way to increase location accuracy. By applying a simple weighted averaging calculation on tags read by multiple xArrays, you may achieve a more accurate tag location coordinate. This support article will illustrate how a weighted average calculation from multiple xArrays will improve location accuracy.
Example – Weighted Average Calculation
To understand how using a weighted average calculation provides more accurate coordinates, consider the following: We have 2 xArrays reading a tag that is above the level defined by the Height CM parameter. The Height CM parameter defines the average tag height plane below the xArrays. Because the tag is above the average tag height plane, xArray1 will project the location too far to the right and xArray 2 will project a location too far to the left as shown by the blue arrows. The error of these projections is canceled out when taking the average of the calculated locations from xArray1 and xArray2’s location calculations.
For more information, please review the xArray/xSpan Deployment Guide.
The example is designed to output the weighted average calculations and other diagnostics about the installation.
For each tag read, the following comma delimited data is produced:
- EPC– The tag’s Electronic product code
- Confidence– The confidence in location, based on the read count. The higher the read count, the higher the confidence.
- #xArrays– The number of xArray used to calculate the x, y coordinate.
- x,y – The x, y weighted average coordinate in centimeters
- Jitter– The distance in centimeters between the more recent coordinate with the previous coordinate calculation. Less jitter is better especially when the tag is not moving.
After the run has completed, the following averages are provided:
- Average confidence– The average confidence value of every tag read during the test run
- Average number of xArrays– The overlap of xArray reads in deployment (e.g. 1.5 means 50% overlap).
- Average jitter- There is always some jitter, and there is typically more jitter in a high multipath environment. Under 100 cm jitter is preferable. For more information, see the Support Article on Location Mode in a Multipath Environment.