Object recognition and localization for robot tactile sensor based on cognitive map

The method based on the normalized moment of inertia was used to reconstruct the tactile sense data, meanwhile established the cognitive map model for the data processing of robot tactile sensor, and the relatively inferential operational steps of model was also expressed . These inputs of the cognitive map concept nodes involved tactile sense data, such as press location, press values and the reconstructed shape. Robot reflection to the object was calculated by operating the cognitive map after data inputting. Due to the structured level of robot tactile sensor is high and there are definite consequences among the factors produced during the perceived process, the cognitive map has been regarded as a suitable platform for the data procession of robot tactile sensor.

[1]  Zengxi Pan,et al.  A flexible full-body tactile sensor of low cost and minimal connections , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[2]  Luo Zhizeng Study of Tactile Sensor In Bionical Artificial Hand , 2003 .

[3]  Masahiro Ohka,et al.  A three-axis optical tactile sensor (FEM contact analyses and sensing experiments using a large-sized tactile sensor) , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[4]  Zhang Wenjun A New Approach to Target Recognition Based on Image NMI Feature , 2002 .

[5]  Masayuki Inaba,et al.  Model and processing of whole-body tactile sensor suit for human-robot contact interaction , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[6]  V. Lumelsky,et al.  Sensitive skin , 2000, IEEE Sensors Journal.

[7]  Su-Shing Chen,et al.  A logical architecture for cognitive maps , 1988 .

[8]  Mark Lee,et al.  Review Article Tactile sensing for mechatronics—a state of the art survey , 1999 .

[9]  Hiroyuki Shinoda,et al.  Ultrasonic emission tactile sensor for contact localization and characterization , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[10]  M. Shimojo,et al.  A system for simultaneously measuring grasping posture and pressure distribution , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[11]  Yuan Miao,et al.  Fuzzy cognitive map and its causal inferences , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).