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@ -52,7 +52,8 @@ using symbol_shorthand::X;
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* @return HybridGaussianFactorGraph::shared_ptr
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*/
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inline HybridGaussianFactorGraph::shared_ptr makeSwitchingChain(
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size_t K, std::function<Key(int)> x = X, std::function<Key(int)> m = M) {
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size_t K, std::function<Key(int)> x = X, std::function<Key(int)> m = M,
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const std::string &transitionProbabilityTable = "0 1 1 3") {
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HybridGaussianFactorGraph hfg;
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hfg.add(JacobianFactor(x(1), I_3x3, Z_3x1));
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@ -68,7 +69,8 @@ inline HybridGaussianFactorGraph::shared_ptr makeSwitchingChain(
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hfg.add(HybridGaussianFactor({m(k), 2}, components));
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if (k > 1) {
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hfg.add(DecisionTreeFactor({{m(k - 1), 2}, {m(k), 2}}, "0 1 1 3"));
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hfg.add(DecisionTreeFactor({{m(k - 1), 2}, {m(k), 2}},
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transitionProbabilityTable));
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}
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}
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@ -171,8 +173,8 @@ struct Switching {
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// Add "motion models" ϕ(X(k),X(k+1),M(k)).
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for (size_t k = 0; k < K - 1; k++) {
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auto motion_models = motionModels(k, between_sigma);
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nonlinearFactorGraph_.emplace_shared<HybridNonlinearFactor>(modes[k],
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motion_models);
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nonlinearFactorGraph_.emplace_shared<HybridNonlinearFactor>(
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modes[k], motion_models);
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binaryFactors.push_back(nonlinearFactorGraph_.back());
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}
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@ -193,7 +195,8 @@ struct Switching {
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linearizationPoint.insert<double>(X(k), static_cast<double>(k + 1));
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}
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linearizedFactorGraph = *nonlinearFactorGraph_.linearize(linearizationPoint);
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linearizedFactorGraph =
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*nonlinearFactorGraph_.linearize(linearizationPoint);
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}
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// Create motion models for a given time step
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