Accuracy with accelerometer connected to Arduino?

My project is to decide coordinates for positions in a building. GPS can not be used and an other alternative could be to use a battery operated Arduino with ADXL345 based shield, and to "double integrate" the result.
Is this realistic and which accuracy can be expected?
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