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Add CRW
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edwardlavender committed Oct 23, 2024
1 parent 4ecdc22 commit 058a7d2
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33 changes: 33 additions & 0 deletions Julia/src/model-move.jl
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struct StateXYD <: Patter.State
map_value::Float64
x::Float64
y::Float64
angle::Float64
end

struct ModelMoveXYD{T, U, V, W} <: ModelMove
map::T
mobility::U
dbn_length::V
dbn_angle_delta::W
end

function Patter.simulate_step(state::StateXYD, model_move::ModelMoveXYD, t::Int64)
length = rand(model_move.dbn_length)
angle = state.angle + rand(model_move.dbn_angle_delta)
x = state.x + length * cos(angle)
y = state.y + length * sin(angle)
map_value = Patter.extract(model_move.map, x, y)
StateXYD(map_value, x, y, angle)
end

function Patter.logpdf_step(state_from::StateXYD, state_to::StateXYD, model_move::ModelMoveXYD, t::Int64, length::Float64, angle::Float64)
angle_delta = abs_angle_difference(angle, state_from.angle)
logpdf(model_move.dbn_length, length) + logpdf(model_move.dbn_angle_delta, angle_delta)
end

function Patter.states_init(state_type::Type{StateXYD}, coords)
N = nrow(coords)
coords.angle = rand(N) .* 2 .* π
return coords
end
6 changes: 6 additions & 0 deletions src/model-move.R
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move_xyd <- function(mobility = "750.0",
dbn_length = "truncated(Gamma(1.0, 750.0), upper = 750.0)",
dbn_angle_delta = "Normal(0, 0.5)") {
patter:::julia_check_exists("env")
glue('ModelMoveXYD(env, {mobility}, {dbn_length}, {dbn_angle_delta});')
}

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