Title :
Bumping Signal Separation and Processing in a Wheeled Mobile Robot
Author :
He, Fujun ; Sun, Lining ; Du, Zhijiang ; Lin, Rui
Author_Institution :
Robotics Inst., Harbin Inst. of Technol.
Abstract :
The bump signals should be separated and identified from the acceleration information acquired by a two dimensional accelerometer mounted on a wheeled robot to make reasonable response. The first order difference method can effectively distinguish the bump signal from the accelerations caused by a slope or rolling ground. To extract the bump information from the running acceleration signals, a detecting window of 7 points are designed, in which the signals are filtered by a seven-point median filter to remove the sharp bump signal, then the data in the window are averaged to obtain normal running acceleration, finally the bump signal can be obtained by subtract the average value with original acceleration. The separated bump signal can be used to judge the occurrence of bump. The experiment shows that the bump signal can be separated effectively, and the bump direction determined by the method is satisfactory for suitable response
Keywords :
acceleration; median filters; mobile robots; robot dynamics; source separation; acceleration signals; bumping signal separation; seven-point median filter; signal processing; wheeled mobile robot; Acceleration; Accelerometers; Data mining; Information filtering; Information filters; Mobile robots; Signal design; Signal detection; Signal processing; Source separation;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.344459