Ball Interception

 

"Ball Interception" Project (2007– present)

Acronym:  "Ball Interception"

Name: Modelling intercepting actions with control laws

Type: Fundamental

Funds: Doctoral Fellowship (Bourse de Doctorat pour Ingénieur du CNRS)

key researchers: Antoine MORICE (Aix-Marseille Université), Mathieu FRANCOIS, Gilles MONTAGNE (Aix-Marseille Université)

Collaborators: David M. JACOBS (Universidad Auonoma de Madrid, Spain), Reinoud BOOTSMA (Aix-Marseille Université), Jean BLOUIN (LNC, Marseille)

 

The project :

Interceptive tasks have deserved a special interest in my research, not only because many daily activities rely on the ability to intercept and/or to avoid moving objects (in sport, in driving, or while walking in a crowded street), but also because they can provide insights about the central control of actions characterized by severe spatial-temporal constraints. The theoretical core of the "interception" project aims thus at identifying general principles and informations used by agent to intercept targets.

Theory :

The perceptual-motor dialogue between the perceptual flow produced by displacements so as to produce online locomotor adjustments can be formalized through task-specific laws of control linking a movement parameter to a perceptual information (Warren, 1988, 2006). The underlying idea of such laws, which express the circularity of the relations between information and movement, is that some invariant properties in the perceptual flow specify the current state of the relationship linking an agent to his/her environment. Following this logic, several specific laws of control have been shown to account for the regulation behavior of participants performing interceptive tasks (Francois et al. ,2001; Morice et al., 2010; Bastin, 2008).

The first strategy that could be used for controlling self-displacements during interceptive tasks is known as the constant bearing angle (CBA) strategy. The CBA links the subjects’ acceleration to the rate of change in bearing angle (i.e., the angle subtended by the current position of the target and the direction of the subjects’ motion). Using the CBA strategy, the moving object will be intercepted if the observer cancels any change in the bearing angle by accelerating or decelerating accordingly.

CBA layout

The ball interception layout according to the Constant Bearing Angle Model (CBA). The upper left panel simulate the content of the visual scene experienced by participants. The upper left panel depict the overal set up. Participant walk on a treadmill that send on-line the current velocity of participants used by the host computer to render the visual scene through videoprojection. The lower left panel depict the time change of the relevent information (rate of change of the bearing angle). The lower right panel shows numerical simulation of the participant velocity provided by the CBA.

 

 

The second strategy that couyld be used for controlling self-displacements during interceptive tasks is known as the Required Velocity model (RV).

Setup :

We use a virtual reality set-up that can be customized with different effector (e.g., treadmill, digital/analog joystick) that send in real-time to a host computer acceleration or velocity signals used by the virtual engine to render a virtual scene onto a 2.3 m high x 3 m wide projection screen by a videoprojector. Different virtual scene can be setup, depending on the information support provided to agents to intercept balls.

Past Experiments :

Experiment #1 : Role of ball expansion for locomotor interception

The constant bearing angle (CBA) strategy is a prospective strategy that permits the interception of moving objects. The purpose of the present study is to test this strategy. Participants were asked to walk through a virtual environment and to change, if necessary, their walking speed so as to intercept approaching targets. The targets followed either a rectilinear or a curvilinear trajectory and target size was manipulated both within trials (target size was gradually changed during the trial in order to falsify expansion) and between trials (targets of different sizes were used). The curvature manipulation had a large effect on the kinematics of walking, which is in agreement with the CBA strategy. The target size manipulations also affected the kinematics of walking. Although these effects of target size are not predicted by the CBA strategy, quantitative comparisons of observed kinematics and the kinematics predicted by the CBA strategy showed good fits. Furthermore, predictions based on the CBA strategy were deemed superior to predictions based on a required velocity (VREQ) model. The role of target size and expansion in the prospective control of walking is discussed.

 

 

 

CBA vs RV model

 

Experiment #2 : Role of visual content of the environment during interception by walking

This study concerns the process by which agents select control laws. Participants adjusted their walking speed in a virtual environment in order to intercept approaching targets. Successful interception can be achieved with a constant bearing angle (CBA) strategy, which relies on prospective information, or with a modified required velocity (MRV) strategy, which also includes predictive information. We manipulated the curvature of the target paths and the display condition of these paths. The curvature manipulation had large effects on the walking kinematics when the target paths were not displayed (informationally poor display). In contrast, the walking kinematics were less affected by the curvature manipulation when the target paths were displayed (informationally rich display). This indicates that participants used an MRV strategy in the informationally rich display and a CBA strategy in the informationally poor display. Quantitative fits of the respective models confirm this information-driven switch between the use of a strategy that relies on prospective information and a strategy that includes predictive information. We conclude that agents are able of taking advantage of available information by selecting a suitable control law.

Experiment #3 : Influence of age in interceptive actions

In this experiment, we look at the use of sensory information in young and middle-aged participants using a locomotor-driven interceptive task. Both groups of participants were asked to produce forward displacements by manipulating a joystick and to regulate, if necessary, their displacement velocity so as to intercept approaching targets. We manipulated the richness of the visual environment so as to manipulate the sensory information available to regulate the displacement. We show that the displacements produced by the middle-aged participants were more nonlinear in comparison with young participants. The errors in the middle-aged group can be accounted for by a constant bearing angle (CBA) model that incorporates a decrease in the sensitivity of sensory detection with advancing age. The implications of this study to a better understanding of the mechanisms underlying the detection of the rate of change in bearing angle are discussed

 
ball Interception Age-related performances Bounded CBA model

 

 

Experiment #4 : Role of velocity perception for locomotor interception

While it has been shown that the Global Optic Flow Rate (GOFR) is used in the control of self-motion speed, this study examined its relevance in the control of interceptive actions while walking. We asked participants to intercept approaching targets by adjusting their walking speed in a virtual environment, and predicted that the influence of the GOFR depended on their interception strategy. Indeed, unlike the Constant Bearing Angle (CBA), the Modified Required Velocity (MRV) strategy relies on the perception of self-displacement speed. On the other hand, the CBA strategy involves specific speed adjustments depending on the curvature of the target's trajectory, whereas the MRV does not. We hypothesized that one strategy is selected among the two depending on the informational content of the environment. We thus manipulated the curvature and display of the target's trajectory, and the  relationship  between  physical  walking  speed  and  the  GOFR  (through  eye  height  manipulations).  Our  results  showed  that  when  the  target  trajectory  was  not  displayed,  walking  speed  profiles  were  affected  by  curvature manipulations. Otherwise, walking speed profiles were less affected by curvature manipulations and were affected by the GOFR manipulations. Taken together, these results show that the use of the GOFR for intercepting a moving target while walking depends on the informational content of the environment. Finally we discuss the complementary roles of these two perceptual-motor strategies.

 

Key references (downloadable version in page Publications)

  1. Morice, A.H.P.,Wallet, G., Montagne, G. (2014) Is perception of self-motion speed a necessary condition for intercepting a moving target on foot ? Neuroscience Letters. 566, 315-319, doi: 10.1016/j.neulet.2014.02.030
  2. Francois, M., Morice, A.H.P., Bootsma, R.J., & Montagne, G. (2011). Visual control of walking velocity.Neuroscience Research, 70, 214-219
  3. Francois, M., Morice, A.H.P., Blouin, J., & Montagne, G. (2011). Age-related decline in sensory processing for locomotion and interception.Neuroscience. 172, 366-378
  4. Morice, A.H.P.,Francois, M., Jacobs, D.M., & Montagne, G. (2010). Environmental constraints modify the way an interceptive action is controlled. Experimental Brain Research.,202:2,397-411
  5. Bastin, J., Jacobs, D.M., Morice, A.H.P., Craig, C., & Montagne, G. (2008). The role of expansion on the control of interceptive action. Experimental Brain Research, 191, 301-312.
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