Use k-NN to compute ego-centric road observations #106
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This introduces
selectKNearestRoadEntities()
, which computes a given agent's ego-centric observations of road entities. It performs the following sequence of steps to fill inAgentMapObservations
:K
is defined byconsts::kMaxAgentMapObservationsCount
observationRadius
computed in (1)K
road-entity observations left(1) is accomplished by using a binary heap (implementation in
binary_heap.hpp
) with time-complexityO(N * log K)
and space-complexityO(K)
.