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Fig. 4 Human perception capability issue.
Attributed to its multimodal sensors, the DLR/HIT Hand II has a superior perception capability during various operation tasks.
"This car has incredible perception capability if only the AI was running all the time," Nvidia CEO Jen-Hsun Huang said.
In collective robots, the perception capability of a robot node r i is described as a capability vector C i r [17] C_{i}^{r} = diag{ alpha_{i1},aldots{i2},alpha_{impha_{im} } cdot [c_{1},c_{2}, ldots,c_{m} ]^{T} (1 where α ij is the strength of the perception capability c j for robot r i, and [c 1, c 2,…, c m ] T is the perception capability set of the collective robots.
Localizing small Autonomous Underwater Vehicles (AUVs) that have limited payload and perception capability is of importance to promote popularization of underwater applications.
Moreover, in order to achieve globally optimized role assignment strategy and collective perception capability, the quantity and quality of the fulfillment of the collective perception task are evaluated in micROS, based on which the role task tree is dynamically adjusted.
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It is well known that the vision perception capabilities of the human brain are limited [152].
micROS manages different perception roles and their corresponding perception capabilities of each collective robot to implement autonomous observation.
This facilitates embedding agent perception capabilities within the grasp quality determination.
micROS assigns roles to collective robots according to the actual perception capabilities of their sensors in specific tasks.
However, visualized representation of data is abstract and extremely limited by one's perception capabilities and requests (see Fig. 4).
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