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The geomagnetic field exists everywhere and has been demonstrated to be local disturbed and stable over time.In this paper,we present an approach for indoor positioning which does not rely upon any additional support equipment,using magnetic fingerprint collected by magnetic field sensors in smartphone and walking information of user measured by self-contained inertial sensors.