stochastic gradient descent localisation in quadruped robots

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(xb, yb)

hb

db

Current robot positionaccording to worldmodel

Perceived position relativeto landmark

(x_cur, y_cur)

(x_tmp, y_tmp)

h_tmp

h_new

h_cur(x_new, y_new)

Updated position in worldmodel