Effects of kinesthetic information on working memory for 2D sequential selection task

In this paper, we study the effect of haptic information for memorizing an order of selecting positions scattered on a two-dimensional plane. The task was motivated by the need of an effective training system for a cell production line in manufacturing plants. We constructed a collocated visuo-haptic training system that covers the workspace of an adult arm, and implemented three training methods that varied in the degree of kinesthetic information provided to the trainee. The methods were visual display only, visual display with enactment, and visual display with haptic guidance. We experimentally assessed the training performances of the three methods in terms of the number of repeated trials necessary to memorize the order of 2D sequential selections, along with subjective evaluations. Overall, the method of visual display with enactment exhibited the best performance, whereas the method of visual display with haptic guidance the worst performance. These results indicate that enactment can improve the memory performance by presenting the information through the haptic sensory channel (in addition to the visual channel), but active guidance may prohibit such positive effects by making the trainee less focus on the training.

[1]  Gabriele Wulf,et al.  Continuous Concurrent Feedback Degrades Skill Learning: Implications for Training and Simulation , 1997, Hum. Factors.

[2]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[3]  P. Wiseman The Virtual Teacher , 1998 .

[4]  M. C. Steffens The Role of Relational Processing in Memory for Actions: A Negative Enactment Effect in Free Recall , 1999, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[5]  Nelson Cowan,et al.  How chunks form in long-term memory and affect short-term memory limits , 2008 .

[6]  U. Olofsson The effect of enactment on memory for order , 1996, Psychological research.

[7]  O. Gureje,et al.  Effects of age, education, and gender on CERAD neuropsychological test performance in an African American sample , 1996 .

[8]  Chun Hung Cheng,et al.  Multi-period planning and uncertainty issues in cellular manufacturing: A review and future directions , 2007, Eur. J. Oper. Res..

[9]  C. Carl Pegels,et al.  Performance evaluation of cellular manufacturing systems: a taxonomy and review of research , 1996 .

[10]  Marcia Kilchenman O'Malley,et al.  Passive and active assistance for human performance of a simulated underactuated dynamic task , 2003, 11th Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2003. HAPTICS 2003. Proceedings..

[11]  T. J. Greene,et al.  A review of cellular manufacturing assumptions, advantages and design techniques , 1984 .

[12]  Marcia Kilchenman O'Malley,et al.  Negative efficacy of fixed gain error reducing shared control for training in virtual environments , 2009, TAP.

[13]  R. L. Cohen,et al.  On the generality of some memory laws , 1981 .

[14]  Frank Tendick,et al.  Haptic guidance: experimental evaluation of a haptic training method for a perceptual motor skill , 2002, Proceedings 10th Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems. HAPTICS 2002.

[15]  B. R. Sarker,et al.  Grouping efficiency measures in cellular manufacturing: A survey and critical review , 1999 .

[16]  Gregory D. Hager,et al.  Vision-assisted control for manipulation using virtual fixtures , 2004, IEEE Trans. Robotics.

[17]  J. Lenarcic,et al.  Simple Model of Human Arm Reachable Workspace , 1994, IEEE Trans. Syst. Man Cybern. Syst..

[18]  R. L. Cohen Memory for action events: The power of enactment , 1989 .

[19]  T. Helstrup,et al.  One, two, or three memories? A problem-solving approach to memory for performed acts ☆ , 1987 .

[20]  J Engelkamp,et al.  Motor similarity in subject-performed tasks , 1994, Psychological research.

[21]  Piazza Martin,et al.  Validating a Skill Transfer System Based on Reactive Robots Technology , 2003 .

[22]  Hong Z. Tan,et al.  HUMAN FACTORS FOR THE DESIGN OF FORCE-REFLECTING HAPTIC INTERFACES , 1994 .

[23]  T. Helstrup,et al.  In search of a motor element in memory for enacted events , 2005 .

[24]  Massimo Bergamasco,et al.  Haptic desktop for assisted handwriting and drawing , 2005, ROMAN 2005. IEEE International Workshop on Robot and Human Interactive Communication, 2005..

[25]  M. Sile O'Modhrain,et al.  The Virtual Teacher , 1999 .